diff --git a/.github/workflows/bump.yaml b/.github/workflows/bump.yaml
index 0e83d994..225c2790 100644
--- a/.github/workflows/bump.yaml
+++ b/.github/workflows/bump.yaml
@@ -22,6 +22,6 @@ jobs:
         uses: softprops/action-gh-release@v2
         with:
           body_path: "body.md"
-          tag_name: ${{ env.REVISION }}
+          tag_name: v${{ env.REVISION }}
         env:
           GITHUB_TOKEN: ${{ secrets.COMMITIZEN }}
diff --git a/CHANGELOG.md b/docs/source/changelog.md
similarity index 98%
rename from CHANGELOG.md
rename to docs/source/changelog.md
index 8575b6c6..36990d5a 100644
--- a/CHANGELOG.md
+++ b/docs/source/changelog.md
@@ -940,6 +940,15 @@
 
 ## v0.9.0 (2025-03-06)
 
+This is a breaking change for GVL. Users should view the ["What's a `gvl.Dataset`?"](https://genvarloader.readthedocs.io/en/latest/dataset.html) page in the documentation for details, but major breaks include:
+
+- removed the `length` argument from `gvl.write()`. Regions/BED files are now used as-is. If you want uniform length regions centered on inputs/peaks as before, preprocess your BED file with `gvl.with_length`.
+- changed `Dataset.output_length` from a property to a dynamic setting with behavior describe in the "What's a gvl.Dataset?" page.
+- changed track output shape to have a track axis.
+- Datasets are now deterministic by default.
+
+As a result of these changes, GVL seamlessly supports ragged length output and also paves the way for on-the-fly splicing. Since many changes were made, I wouldn't be surprised if a few bugs crop up despite my best efforts -- please leave issues if so!
+
 ### Feat
 
 - option to return ragged data from gvl.Dataset. output_length is set dynamically. fix: hap reconstruction matches bcftools. change default for Dataset.deterministic from False to True. change track output from a list of arrays to having a track dimension i.e. from shape (b [p] l) to (b t [p] l). docs: add dataset.md, faq.md and overhaul geuvadis.ipynb to be simpler and reflect changes in API.
diff --git a/docs/source/changelog.md.j2 b/docs/source/changelog.md.j2
new file mode 100644
index 00000000..46209d0a
--- /dev/null
+++ b/docs/source/changelog.md.j2
@@ -0,0 +1,21 @@
+# Changelog
+
+{% for entry in tree %}
+
+## {{ entry.version }}{% if entry.date %} ({{ entry.date }}){% endif %}
+
+{% for change_key, changes in entry.changes.items() %}
+
+{% if change_key %}
+### {{ change_key }}
+{% endif %}
+
+{% for change in changes %}
+{% if change.scope %}
+- **{{ change.scope }}**: {{ change.message }}
+{% elif change.message %}
+- {{ change.message }}
+{% endif %}
+{% endfor %}
+{% endfor %}
+{% endfor %}
\ No newline at end of file
diff --git a/docs/source/index.md b/docs/source/index.md
index 0a7c54d6..37cd7f62 100644
--- a/docs/source/index.md
+++ b/docs/source/index.md
@@ -7,6 +7,7 @@ geuvadis
 basenji2_eval
 faq
 api
+changelog
 ```
 
 # GenVarLoader
diff --git a/docs/source/splicing.ipynb b/docs/source/splicing.ipynb
new file mode 100644
index 00000000..81a293d8
--- /dev/null
+++ b/docs/source/splicing.ipynb
@@ -0,0 +1,267 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import genvarloader as gvl\n",
+    "import polars as pl\n",
+    "import pooch\n",
+    "from pathlib import Path\n",
+    "from tempfile import TemporaryDirectory"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# GRCh38 chromosome 22 sequence\n",
+    "reference = pooch.retrieve(\n",
+    "    url=\"https://ftp.ensembl.org/pub/release-112/fasta/homo_sapiens/dna/Homo_sapiens.GRCh38.dna.chromosome.22.fa.gz\",\n",
+    "    known_hash=\"sha256:974f97ac8ef7ffae971b63b47608feda327403be40c27e391ee4a1a78b800df5\",\n",
+    "    progressbar=True,\n",
+    ")\n",
+    "if not Path(f\"{reference[:-3]}.bgz\").exists():\n",
+    "    !gzip -dc {reference} | bgzip > {reference[:-3]}.bgz\n",
+    "reference = reference[:-3] + \".bgz\"\n",
+    "\n",
+    "# PLINK 2 files\n",
+    "variants = pooch.retrieve(\n",
+    "    url=\"doi:10.5281/zenodo.13656224/1kGP.chr22.pgen\",\n",
+    "    known_hash=\"md5:31aba970e35f816701b2b99118dfc2aa\",\n",
+    "    progressbar=True,\n",
+    "    fname=\"1kGP.chr22.pgen\",\n",
+    ")\n",
+    "pooch.retrieve(\n",
+    "    url=\"doi:10.5281/zenodo.13656224/1kGP.chr22.psam\",\n",
+    "    known_hash=\"md5:eefa7aad5acffe62bf41df0a4600129c\",\n",
+    "    progressbar=True,\n",
+    "    fname=\"1kGP.chr22.psam\",\n",
+    ")\n",
+    "pooch.retrieve(\n",
+    "    url=\"doi:10.5281/zenodo.13656224/1kGP.chr22.pvar\",\n",
+    "    known_hash=\"md5:5f922af91c1a2f6822e2f1bb4469d12b\",\n",
+    "    progressbar=True,\n",
+    "    fname=\"1kGP.chr22.pvar\",\n",
+    ")\n",
+    "\n",
+    "# GRCh38 Gencode GFF3\n",
+    "gff = pooch.retrieve(\n",
+    "    url=\"https://ftp.ebi.ac.uk/pub/databases/gencode/Gencode_human/release_47/gencode.v47.annotation.gff3.gz\",\n",
+    "    known_hash=\"md5:918948a059c72088e44861835ade8a89\",\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div><style>\n",
+       ".dataframe > thead > tr,\n",
+       ".dataframe > tbody > tr {\n",
+       "  text-align: right;\n",
+       "  white-space: pre-wrap;\n",
+       "}\n",
+       "</style>\n",
+       "<small>shape: (5, 9)</small><table border=\"1\" class=\"dataframe\"><thead><tr><th>seqname</th><th>source</th><th>feature</th><th>start</th><th>end</th><th>score</th><th>strand</th><th>frame</th><th>attribute</th></tr><tr><td>str</td><td>str</td><td>str</td><td>i64</td><td>i64</td><td>str</td><td>str</td><td>str</td><td>str</td></tr></thead><tbody><tr><td>&quot;chr1&quot;</td><td>&quot;HAVANA&quot;</td><td>&quot;gene&quot;</td><td>11121</td><td>24894</td><td>&quot;.&quot;</td><td>&quot;+&quot;</td><td>&quot;.&quot;</td><td>&quot;ID=ENSG00000290825.2;gene_id=E…</td></tr><tr><td>&quot;chr1&quot;</td><td>&quot;HAVANA&quot;</td><td>&quot;transcript&quot;</td><td>11121</td><td>14413</td><td>&quot;.&quot;</td><td>&quot;+&quot;</td><td>&quot;.&quot;</td><td>&quot;ID=ENST00000832824.1;Parent=EN…</td></tr><tr><td>&quot;chr1&quot;</td><td>&quot;HAVANA&quot;</td><td>&quot;exon&quot;</td><td>11121</td><td>11211</td><td>&quot;.&quot;</td><td>&quot;+&quot;</td><td>&quot;.&quot;</td><td>&quot;ID=exon:ENST00000832824.1:1;Pa…</td></tr><tr><td>&quot;chr1&quot;</td><td>&quot;HAVANA&quot;</td><td>&quot;exon&quot;</td><td>12010</td><td>12227</td><td>&quot;.&quot;</td><td>&quot;+&quot;</td><td>&quot;.&quot;</td><td>&quot;ID=exon:ENST00000832824.1:2;Pa…</td></tr><tr><td>&quot;chr1&quot;</td><td>&quot;HAVANA&quot;</td><td>&quot;exon&quot;</td><td>12613</td><td>12721</td><td>&quot;.&quot;</td><td>&quot;+&quot;</td><td>&quot;.&quot;</td><td>&quot;ID=exon:ENST00000832824.1:3;Pa…</td></tr></tbody></table></div>"
+      ],
+      "text/plain": [
+       "shape: (5, 9)\n",
+       "┌─────────┬────────┬────────────┬───────┬───┬───────┬────────┬───────┬─────────────────────────────┐\n",
+       "│ seqname ┆ source ┆ feature    ┆ start ┆ … ┆ score ┆ strand ┆ frame ┆ attribute                   │\n",
+       "│ ---     ┆ ---    ┆ ---        ┆ ---   ┆   ┆ ---   ┆ ---    ┆ ---   ┆ ---                         │\n",
+       "│ str     ┆ str    ┆ str        ┆ i64   ┆   ┆ str   ┆ str    ┆ str   ┆ str                         │\n",
+       "╞═════════╪════════╪════════════╪═══════╪═══╪═══════╪════════╪═══════╪═════════════════════════════╡\n",
+       "│ chr1    ┆ HAVANA ┆ gene       ┆ 11121 ┆ … ┆ .     ┆ +      ┆ .     ┆ ID=ENSG00000290825.2;gene_i │\n",
+       "│         ┆        ┆            ┆       ┆   ┆       ┆        ┆       ┆ d=E…                        │\n",
+       "│ chr1    ┆ HAVANA ┆ transcript ┆ 11121 ┆ … ┆ .     ┆ +      ┆ .     ┆ ID=ENST00000832824.1;Parent │\n",
+       "│         ┆        ┆            ┆       ┆   ┆       ┆        ┆       ┆ =EN…                        │\n",
+       "│ chr1    ┆ HAVANA ┆ exon       ┆ 11121 ┆ … ┆ .     ┆ +      ┆ .     ┆ ID=exon:ENST00000832824.1:1 │\n",
+       "│         ┆        ┆            ┆       ┆   ┆       ┆        ┆       ┆ ;Pa…                        │\n",
+       "│ chr1    ┆ HAVANA ┆ exon       ┆ 12010 ┆ … ┆ .     ┆ +      ┆ .     ┆ ID=exon:ENST00000832824.1:2 │\n",
+       "│         ┆        ┆            ┆       ┆   ┆       ┆        ┆       ┆ ;Pa…                        │\n",
+       "│ chr1    ┆ HAVANA ┆ exon       ┆ 12613 ┆ … ┆ .     ┆ +      ┆ .     ┆ ID=exon:ENST00000832824.1:3 │\n",
+       "│         ┆        ┆            ┆       ┆   ┆       ┆        ┆       ┆ ;Pa…                        │\n",
+       "└─────────┴────────┴────────────┴───────┴───┴───────┴────────┴───────┴─────────────────────────────┘"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "gff_df = pl.read_csv(\n",
+    "    gff,\n",
+    "    separator=\"\\t\",\n",
+    "    comment_prefix=\"#\",\n",
+    "    has_header=False,\n",
+    "    new_columns=[\n",
+    "        \"seqname\",\n",
+    "        \"source\",\n",
+    "        \"feature\",\n",
+    "        \"start\",\n",
+    "        \"end\",\n",
+    "        \"score\",\n",
+    "        \"strand\",\n",
+    "        \"frame\",\n",
+    "        \"attribute\",\n",
+    "    ],\n",
+    ")\n",
+    "gff_df.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div><style>\n",
+       ".dataframe > thead > tr,\n",
+       ".dataframe > tbody > tr {\n",
+       "  text-align: right;\n",
+       "  white-space: pre-wrap;\n",
+       "}\n",
+       "</style>\n",
+       "<small>shape: (5, 11)</small><table border=\"1\" class=\"dataframe\"><thead><tr><th>chrom</th><th>source</th><th>feature</th><th>chromStart</th><th>chromEnd</th><th>score</th><th>strand</th><th>frame</th><th>attribute</th><th>gene</th><th>exon_num</th></tr><tr><td>str</td><td>str</td><td>str</td><td>i64</td><td>i64</td><td>str</td><td>str</td><td>str</td><td>str</td><td>str</td><td>str</td></tr></thead><tbody><tr><td>&quot;chr22&quot;</td><td>&quot;HAVANA&quot;</td><td>&quot;exon&quot;</td><td>10529036</td><td>10529164</td><td>&quot;.&quot;</td><td>&quot;-&quot;</td><td>&quot;.&quot;</td><td>&quot;ID=exon:ENST00000724296.1:1;Pa…</td><td>&quot;ENSG00000294541.1&quot;</td><td>&quot;1&quot;</td></tr><tr><td>&quot;chr22&quot;</td><td>&quot;HAVANA&quot;</td><td>&quot;exon&quot;</td><td>10527853</td><td>10528040</td><td>&quot;.&quot;</td><td>&quot;-&quot;</td><td>&quot;.&quot;</td><td>&quot;ID=exon:ENST00000724296.1:2;Pa…</td><td>&quot;ENSG00000294541.1&quot;</td><td>&quot;2&quot;</td></tr><tr><td>&quot;chr22&quot;</td><td>&quot;HAVANA&quot;</td><td>&quot;exon&quot;</td><td>10524345</td><td>10524446</td><td>&quot;.&quot;</td><td>&quot;-&quot;</td><td>&quot;.&quot;</td><td>&quot;ID=exon:ENST00000724296.1:3;Pa…</td><td>&quot;ENSG00000294541.1&quot;</td><td>&quot;3&quot;</td></tr><tr><td>&quot;chr22&quot;</td><td>&quot;ENSEMBL&quot;</td><td>&quot;exon&quot;</td><td>10736171</td><td>10736283</td><td>&quot;.&quot;</td><td>&quot;-&quot;</td><td>&quot;.&quot;</td><td>&quot;ID=exon:ENST00000615943.1:1;Pa…</td><td>&quot;ENSG00000277248.1&quot;</td><td>&quot;1&quot;</td></tr><tr><td>&quot;chr22&quot;</td><td>&quot;HAVANA&quot;</td><td>&quot;exon&quot;</td><td>10742050</td><td>10742191</td><td>&quot;.&quot;</td><td>&quot;+&quot;</td><td>&quot;.&quot;</td><td>&quot;ID=exon:ENST00000779064.1:1;Pa…</td><td>&quot;ENSG00000301473.1&quot;</td><td>&quot;1&quot;</td></tr></tbody></table></div>"
+      ],
+      "text/plain": [
+       "shape: (5, 11)\n",
+       "┌───────┬─────────┬─────────┬────────────┬───┬───────┬─────────────────┬────────────────┬──────────┐\n",
+       "│ chrom ┆ source  ┆ feature ┆ chromStart ┆ … ┆ frame ┆ attribute       ┆ gene           ┆ exon_num │\n",
+       "│ ---   ┆ ---     ┆ ---     ┆ ---        ┆   ┆ ---   ┆ ---             ┆ ---            ┆ ---      │\n",
+       "│ str   ┆ str     ┆ str     ┆ i64        ┆   ┆ str   ┆ str             ┆ str            ┆ str      │\n",
+       "╞═══════╪═════════╪═════════╪════════════╪═══╪═══════╪═════════════════╪════════════════╪══════════╡\n",
+       "│ chr22 ┆ HAVANA  ┆ exon    ┆ 10529036   ┆ … ┆ .     ┆ ID=exon:ENST000 ┆ ENSG0000029454 ┆ 1        │\n",
+       "│       ┆         ┆         ┆            ┆   ┆       ┆ 00724296.1:1;Pa ┆ 1.1            ┆          │\n",
+       "│       ┆         ┆         ┆            ┆   ┆       ┆ …               ┆                ┆          │\n",
+       "│ chr22 ┆ HAVANA  ┆ exon    ┆ 10527853   ┆ … ┆ .     ┆ ID=exon:ENST000 ┆ ENSG0000029454 ┆ 2        │\n",
+       "│       ┆         ┆         ┆            ┆   ┆       ┆ 00724296.1:2;Pa ┆ 1.1            ┆          │\n",
+       "│       ┆         ┆         ┆            ┆   ┆       ┆ …               ┆                ┆          │\n",
+       "│ chr22 ┆ HAVANA  ┆ exon    ┆ 10524345   ┆ … ┆ .     ┆ ID=exon:ENST000 ┆ ENSG0000029454 ┆ 3        │\n",
+       "│       ┆         ┆         ┆            ┆   ┆       ┆ 00724296.1:3;Pa ┆ 1.1            ┆          │\n",
+       "│       ┆         ┆         ┆            ┆   ┆       ┆ …               ┆                ┆          │\n",
+       "│ chr22 ┆ ENSEMBL ┆ exon    ┆ 10736171   ┆ … ┆ .     ┆ ID=exon:ENST000 ┆ ENSG0000027724 ┆ 1        │\n",
+       "│       ┆         ┆         ┆            ┆   ┆       ┆ 00615943.1:1;Pa ┆ 8.1            ┆          │\n",
+       "│       ┆         ┆         ┆            ┆   ┆       ┆ …               ┆                ┆          │\n",
+       "│ chr22 ┆ HAVANA  ┆ exon    ┆ 10742050   ┆ … ┆ .     ┆ ID=exon:ENST000 ┆ ENSG0000030147 ┆ 1        │\n",
+       "│       ┆         ┆         ┆            ┆   ┆       ┆ 00779064.1:1;Pa ┆ 3.1            ┆          │\n",
+       "│       ┆         ┆         ┆            ┆   ┆       ┆ …               ┆                ┆          │\n",
+       "└───────┴─────────┴─────────┴────────────┴───┴───────┴─────────────────┴────────────────┴──────────┘"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "chr22_genes = (\n",
+    "    gff_df.filter(pl.col(\"seqname\") == \"chr22\")\n",
+    "    .filter(pl.col(\"feature\") == \"exon\")\n",
+    "    .with_columns(\n",
+    "        gene=pl.col(\"attribute\").str.extract(r\"gene_id=(.*?);\"),\n",
+    "        exon_num=pl.col(\"attribute\").str.extract(r\"exon_number=(.*?);\"),\n",
+    "    )\n",
+    "    .rename({\"seqname\": \"chrom\", \"start\": \"chromStart\", \"end\": \"chromEnd\"})\n",
+    ")\n",
+    "chr22_genes.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "26cf9d1b27a94b2cb454d8e32a90f98c",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "  0%|          | 0/1 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "ds_path = TemporaryDirectory(suffix=\".gvl\").name\n",
+    "gvl.write(ds_path, chr22_genes[:100], variants)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "ds = gvl.Dataset.open(ds_path, reference, splice_info=(\"gene\", \"exon_num\"))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "IndexError",
+     "evalue": "cannot slice RegularArray (of length 1) with [3]: index out of range while attempting to get index 3 (in compiled code: https://github.com/scikit-hep/awkward/blob/awkward-cpp-44/awkward-cpp/src/cpu-kernels/awkward_RegularArray_getitem_next_array_regularize.cpp#L19)",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mIndexError\u001b[0m                                Traceback (most recent call last)",
+      "Cell \u001b[0;32mIn[15], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[43mds\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_getitem_spliced\u001b[49m\u001b[43m(\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m)\u001b[49m[\u001b[38;5;241m0\u001b[39m]\u001b[38;5;241m.\u001b[39mview(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mS1\u001b[39m\u001b[38;5;124m'\u001b[39m)\n",
+      "File \u001b[0;32m/carter/users/dlaub/projects/GenVarLoader/python/genvarloader/_dataset/__init__.py:1358\u001b[0m, in \u001b[0;36mDataset._getitem_spliced\u001b[0;34m(self, idx)\u001b[0m\n\u001b[1;32m   1344\u001b[0m new_lengths \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39madd\u001b[38;5;241m.\u001b[39mreduceat(\n\u001b[1;32m   1345\u001b[0m     haps\u001b[38;5;241m.\u001b[39mlengths,\n\u001b[1;32m   1346\u001b[0m     _lengths_to_offsets(ak\u001b[38;5;241m.\u001b[39mcount(splice_idx, \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m)\u001b[38;5;241m.\u001b[39mto_numpy())[:\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m],\n\u001b[1;32m   1347\u001b[0m     axis\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m0\u001b[39m,  \u001b[38;5;66;03m# this might not generalized to ndim indices\u001b[39;00m\n\u001b[1;32m   1348\u001b[0m )\n\u001b[1;32m   1349\u001b[0m b, p \u001b[38;5;241m=\u001b[39m [\n\u001b[1;32m   1350\u001b[0m     ak\u001b[38;5;241m.\u001b[39mflatten(a, axis\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m)\u001b[38;5;241m.\u001b[39mto_numpy()\n\u001b[1;32m   1351\u001b[0m     \u001b[38;5;28;01mfor\u001b[39;00m a \u001b[38;5;129;01min\u001b[39;00m ak\u001b[38;5;241m.\u001b[39mbroadcast_arrays(\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m   1354\u001b[0m     )\n\u001b[1;32m   1355\u001b[0m ]\n\u001b[1;32m   1357\u001b[0m haps \u001b[38;5;241m=\u001b[39m Ragged\u001b[38;5;241m.\u001b[39mfrom_lengths(\n\u001b[0;32m-> 1358\u001b[0m     ak\u001b[38;5;241m.\u001b[39mflatten(\u001b[43mhaps\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mto_awkward\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\u001b[43m[\u001b[49m\u001b[43mb\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mp\u001b[49m\u001b[43m]\u001b[49m)\u001b[38;5;241m.\u001b[39mto_numpy()\u001b[38;5;241m.\u001b[39mview(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mS1\u001b[39m\u001b[38;5;124m\"\u001b[39m), new_lengths\n\u001b[1;32m   1359\u001b[0m )\n\u001b[1;32m   1361\u001b[0m ragged_out\u001b[38;5;241m.\u001b[39mappend(haps)\n\u001b[1;32m   1362\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mreturn_annotations:\n",
+      "File \u001b[0;32m/carter/users/dlaub/projects/GenVarLoader/.pixi/envs/docs/lib/python3.12/site-packages/awkward/highlevel.py:1105\u001b[0m, in \u001b[0;36mArray.__getitem__\u001b[0;34m(self, where)\u001b[0m\n\u001b[1;32m    676\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21m__getitem__\u001b[39m(\u001b[38;5;28mself\u001b[39m, where):\n\u001b[1;32m    677\u001b[0m \u001b[38;5;250m    \u001b[39m\u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m    678\u001b[0m \u001b[38;5;124;03m    Args:\u001b[39;00m\n\u001b[1;32m    679\u001b[0m \u001b[38;5;124;03m        where (many types supported; see below): Index of positions to\u001b[39;00m\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m   1103\u001b[0m \u001b[38;5;124;03m    have the same dimension as the array being indexed.\u001b[39;00m\n\u001b[1;32m   1104\u001b[0m \u001b[38;5;124;03m    \"\"\"\u001b[39;00m\n\u001b[0;32m-> 1105\u001b[0m     \u001b[38;5;28;01mwith\u001b[39;00m ak\u001b[38;5;241m.\u001b[39m_errors\u001b[38;5;241m.\u001b[39mSlicingErrorContext(\u001b[38;5;28mself\u001b[39m, where):\n\u001b[1;32m   1106\u001b[0m         \u001b[38;5;66;03m# Handle named axis\u001b[39;00m\n\u001b[1;32m   1107\u001b[0m         (_, ndim) \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_layout\u001b[38;5;241m.\u001b[39mminmax_depth\n\u001b[1;32m   1108\u001b[0m         named_axis \u001b[38;5;241m=\u001b[39m _get_named_axis(\u001b[38;5;28mself\u001b[39m)\n",
+      "File \u001b[0;32m/carter/users/dlaub/projects/GenVarLoader/.pixi/envs/docs/lib/python3.12/site-packages/awkward/_errors.py:80\u001b[0m, in \u001b[0;36mErrorContext.__exit__\u001b[0;34m(self, exception_type, exception_value, traceback)\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_slate\u001b[38;5;241m.\u001b[39m\u001b[38;5;18m__dict__\u001b[39m\u001b[38;5;241m.\u001b[39mclear()\n\u001b[1;32m     79\u001b[0m     \u001b[38;5;66;03m# Handle caught exception\u001b[39;00m\n\u001b[0;32m---> 80\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mdecorate_exception(exception_type, exception_value)\n\u001b[1;32m     81\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m     82\u001b[0m     \u001b[38;5;66;03m# Step out of the way so that another ErrorContext can become primary.\u001b[39;00m\n\u001b[1;32m     83\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mprimary() \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28mself\u001b[39m:\n",
+      "File \u001b[0;32m/carter/users/dlaub/projects/GenVarLoader/.pixi/envs/docs/lib/python3.12/site-packages/awkward/highlevel.py:1113\u001b[0m, in \u001b[0;36mArray.__getitem__\u001b[0;34m(self, where)\u001b[0m\n\u001b[1;32m   1109\u001b[0m where \u001b[38;5;241m=\u001b[39m _normalize_named_slice(named_axis, where, ndim)\n\u001b[1;32m   1111\u001b[0m NamedAxis\u001b[38;5;241m.\u001b[39mmapping \u001b[38;5;241m=\u001b[39m named_axis\n\u001b[0;32m-> 1113\u001b[0m indexed_layout \u001b[38;5;241m=\u001b[39m prepare_layout(\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_layout\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_getitem\u001b[49m\u001b[43m(\u001b[49m\u001b[43mwhere\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mNamedAxis\u001b[49m\u001b[43m)\u001b[49m)\n\u001b[1;32m   1115\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m NamedAxis\u001b[38;5;241m.\u001b[39mmapping:\n\u001b[1;32m   1116\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m ak\u001b[38;5;241m.\u001b[39moperations\u001b[38;5;241m.\u001b[39mak_with_named_axis\u001b[38;5;241m.\u001b[39m_impl(\n\u001b[1;32m   1117\u001b[0m         indexed_layout,\n\u001b[1;32m   1118\u001b[0m         named_axis\u001b[38;5;241m=\u001b[39mNamedAxis\u001b[38;5;241m.\u001b[39mmapping,\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m   1121\u001b[0m         attrs\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_attrs,\n\u001b[1;32m   1122\u001b[0m     )\n",
+      "File \u001b[0;32m/carter/users/dlaub/projects/GenVarLoader/.pixi/envs/docs/lib/python3.12/site-packages/awkward/contents/content.py:649\u001b[0m, in \u001b[0;36mContent._getitem\u001b[0;34m(self, where, named_axis)\u001b[0m\n\u001b[1;32m    640\u001b[0m named_axis\u001b[38;5;241m.\u001b[39mmapping \u001b[38;5;241m=\u001b[39m _named_axis\n\u001b[1;32m    642\u001b[0m \u001b[38;5;28mnext\u001b[39m \u001b[38;5;241m=\u001b[39m ak\u001b[38;5;241m.\u001b[39mcontents\u001b[38;5;241m.\u001b[39mRegularArray(\n\u001b[1;32m    643\u001b[0m     this,\n\u001b[1;32m    644\u001b[0m     this\u001b[38;5;241m.\u001b[39mlength,\n\u001b[1;32m    645\u001b[0m     \u001b[38;5;241m1\u001b[39m,\n\u001b[1;32m    646\u001b[0m     parameters\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m,\n\u001b[1;32m    647\u001b[0m )\n\u001b[0;32m--> 649\u001b[0m out \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mnext\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_getitem_next\u001b[49m\u001b[43m(\u001b[49m\u001b[43mnextwhere\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;241;43m0\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mnextwhere\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m:\u001b[49m\u001b[43m]\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mNone\u001b[39;49;00m\u001b[43m)\u001b[49m\n\u001b[1;32m    651\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m out\u001b[38;5;241m.\u001b[39mlength \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m unknown_length \u001b[38;5;129;01mand\u001b[39;00m out\u001b[38;5;241m.\u001b[39mlength \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m0\u001b[39m:\n\u001b[1;32m    652\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m out\u001b[38;5;241m.\u001b[39m_getitem_nothing()\n",
+      "File \u001b[0;32m/carter/users/dlaub/projects/GenVarLoader/.pixi/envs/docs/lib/python3.12/site-packages/awkward/contents/regulararray.py:575\u001b[0m, in \u001b[0;36mRegularArray._getitem_next\u001b[0;34m(self, head, tail, advanced)\u001b[0m\n\u001b[1;32m    573\u001b[0m regular_flathead \u001b[38;5;241m=\u001b[39m ak\u001b[38;5;241m.\u001b[39mindex\u001b[38;5;241m.\u001b[39mIndex64\u001b[38;5;241m.\u001b[39mempty(flathead\u001b[38;5;241m.\u001b[39mshape[\u001b[38;5;241m0\u001b[39m], index_nplike)\n\u001b[1;32m    574\u001b[0m \u001b[38;5;28;01massert\u001b[39;00m regular_flathead\u001b[38;5;241m.\u001b[39mnplike \u001b[38;5;129;01mis\u001b[39;00m index_nplike\n\u001b[0;32m--> 575\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_maybe_index_error\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m    576\u001b[0m \u001b[43m    \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_backend\u001b[49m\u001b[43m[\u001b[49m\n\u001b[1;32m    577\u001b[0m \u001b[43m        \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mawkward_RegularArray_getitem_next_array_regularize\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[1;32m    578\u001b[0m \u001b[43m        \u001b[49m\u001b[43mregular_flathead\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mdtype\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mtype\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    579\u001b[0m \u001b[43m        \u001b[49m\u001b[43mflathead\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mdtype\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mtype\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    580\u001b[0m \u001b[43m    \u001b[49m\u001b[43m]\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m    581\u001b[0m \u001b[43m        \u001b[49m\u001b[43mregular_flathead\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mdata\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    582\u001b[0m \u001b[43m        \u001b[49m\u001b[43mflathead\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    583\u001b[0m \u001b[43m        \u001b[49m\u001b[43mflathead\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mshape\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;241;43m0\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    584\u001b[0m \u001b[43m        \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_size\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    585\u001b[0m \u001b[43m    \u001b[49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    586\u001b[0m \u001b[43m    \u001b[49m\u001b[43mslicer\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mhead\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    587\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    589\u001b[0m nexthead, nexttail \u001b[38;5;241m=\u001b[39m ak\u001b[38;5;241m.\u001b[39m_slicing\u001b[38;5;241m.\u001b[39mhead_tail(tail)\n\u001b[1;32m    590\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m advanced \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;129;01mor\u001b[39;00m (\n\u001b[1;32m    591\u001b[0m     advanced\u001b[38;5;241m.\u001b[39mlength \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m unknown_length \u001b[38;5;129;01mand\u001b[39;00m advanced\u001b[38;5;241m.\u001b[39mlength \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m0\u001b[39m\n\u001b[1;32m    592\u001b[0m ):\n",
+      "File \u001b[0;32m/carter/users/dlaub/projects/GenVarLoader/.pixi/envs/docs/lib/python3.12/site-packages/awkward/contents/content.py:295\u001b[0m, in \u001b[0;36mContent._maybe_index_error\u001b[0;34m(self, error, slicer)\u001b[0m\n\u001b[1;32m    293\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m    294\u001b[0m     message \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_backend\u001b[38;5;241m.\u001b[39mformat_kernel_error(error)\n\u001b[0;32m--> 295\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m ak\u001b[38;5;241m.\u001b[39m_errors\u001b[38;5;241m.\u001b[39mindex_error(\u001b[38;5;28mself\u001b[39m, slicer, message)\n",
+      "\u001b[0;31mIndexError\u001b[0m: cannot slice RegularArray (of length 1) with [3]: index out of range while attempting to get index 3 (in compiled code: https://github.com/scikit-hep/awkward/blob/awkward-cpp-44/awkward-cpp/src/cpu-kernels/awkward_RegularArray_getitem_next_array_regularize.cpp#L19)",
+      "\u001b[0m\nThis error occurred while attempting to slice\n\n    <Array [[[71, 67, 84, ..., 84, 67, 71], ...]] type='1 * 2 * var * uint8'>\n\nwith\n\n    (array([3], dtype=uint32), array([0]))"
+     ]
+    }
+   ],
+   "source": [
+    "ds._getitem_spliced([1])[0].view(\"S1\")"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "GVL Docs",
+   "language": "python",
+   "name": "gvl-docs"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.12.8"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/pixi.lock b/pixi.lock
index b28eb99f..28e71c0e 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -21,7 +21,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/charset-normalizer-3.4.4-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/click-8.3.1-pyh8f84b5b_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/colorama-0.4.6-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/commitizen-4.13.4-py310hff52083_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/commitizen-4.13.5-py310hff52083_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/coverage-7.13.3-py310h3406613_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/decli-0.6.3-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/decopatch-1.4.10-pyhd8ed1ab_1.conda
@@ -35,12 +35,11 @@ environments:
       - conda: https://conda.anaconda.org/bioconda/linux-64/htslib-1.23-h566b1c6_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/icecream-2.1.10-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/icu-78.2-h33c6efd_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/importlib-metadata-8.6.1-pyha770c72_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/iniconfig-2.3.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/jinja2-3.1.6-pyhcf101f3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/keyutils-1.6.3-hb9d3cd8_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/krb5-1.21.3-h659f571_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.45.1-default_hbd61a6d_100.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.45.1-default_hbd61a6d_101.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libarchive-3.8.5-gpl_hc2c16d8_100.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libblas-3.11.0-5_h4a7cf45_openblas.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libcblas-3.11.0-5_h0358290_openblas.conda
@@ -58,6 +57,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libiconv-1.18-h3b78370_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libidn2-2.3.8-hfac485b_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/liblapack-3.11.0-5_h47877c9_openblas.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libllvm14-14.0.6-hcd5def8_4.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/liblzma-5.8.2-hb03c661_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libmicrohttpd-1.0.2-hc2fc477_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libnghttp2-1.67.0-had1ee68_0.conda
@@ -76,6 +76,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libxml2-2.15.1-he237659_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.1-hb9d3cd8_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/linkify-it-py-2.0.3-pyhd8ed1ab_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/llvmlite-0.42.0-py310h1b8f574_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/lz4-c-1.10.0-h5888daf_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/lzo-2.10-h280c20c_1002.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/makefun-1.16.0-pyhd8ed1ab_0.conda
@@ -87,16 +88,17 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/memray-1.19.1-py310hbdcf458_3.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h2d0b736_3.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/nettle-3.10.1-h4a9d5aa_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/numba-0.59.1-py310h7dc5dd1_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/numpy-1.26.4-py310hb13e2d6_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/openssl-3.6.1-h35e630c_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/p11-kit-0.26.1-h3435931_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/p11-kit-0.26.2-h3435931_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/packaging-26.0-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/patchelf-0.17.2-h58526e2_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/perl-5.32.1-7_hd590300_perl5.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/platformdirs-4.5.1-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/bioconda/linux-64/plink2-2.0.0a.6.9-h9948957_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/noarch/pluggy-1.6.0-pyhf9edf01_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/prek-0.3.1-hb17b654_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/prek-0.3.2-hb17b654_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/prompt-toolkit-3.0.51-pyha770c72_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/prompt_toolkit-3.0.51-hd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/py-cpuinfo-9.0.0-pyhd8ed1ab_1.conda
@@ -127,17 +129,16 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/typing_extensions-4.15.0-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2025c-hc9c84f9_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/uc-micro-py-1.0.3-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/uv-0.9.30-h6dd6661_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/wcwidth-0.5.3-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/uv-0.10.0-h6dd6661_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/wcwidth-0.6.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/wrapt-2.1.1-py310h7c4b9e2_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/yaml-0.2.5-h280c20c_3.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/zipp-3.23.0-pyhcf101f3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.7-hb78ec9c_6.conda
       - pypi: https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/08/4f/f42ce1840490fd0863bfbc56f28eaaec3bcb4eb322079af9c070111657e5/arro3_core-0.6.5-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/3a/2a/7cc015f5b9f5db42b7d48157e23356022889fc354a2813c15934b7cb5c0e/attrs-25.4.0-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/f8/50/7d4e10c2285258203e5bfc10142733e0b0f6d8012cb3289a9208e2f1f51f/awkward-2.8.12-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/6f/df/af2862a803f816e0c858f7cdc08c1b60e5dd6e146451c17e9b3f25ed2105/awkward_cpp-51-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/77/39/4d8414260c3d83f22029a39e51553c173611b378d62ca391e5ca68e65cfa/awkward-2.9.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/63/2f/ed68a7ee0f76b20b3d8ea3c3dcb06f9c2a2725a95c83cbe0eee65939e750/awkward_cpp-52-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/71/cc/18245721fa7747065ab478316c7fea7c74777d07f37ae60db2e84f8172e8/beartype-0.22.9-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/e6/ad/3cc14f097111b4de0040c83a525973216457bbeeb63739ef1ed275c1c021/certifi-2026.1.4-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/a7/06/3d6badcf13db419e25b07041d9c7b4a2c331d3f4e7134445ec5df57714cd/coloredlogs-15.0.1-py2.py3-none-any.whl
@@ -149,22 +150,21 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/02/10/5da547df7a391dcde17f59520a231527b8571e6f46fc8efb02ccb370ab12/docutils-0.22.4-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/2a/09/f8d8f8f31e4483c10a906437b4ce31bdf3d6d417b73fe33f1a8b59e34228/einops-0.8.2-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/b5/36/7fb70f04bf00bc646cd5bb45aa9eddb15e19437a28b8fb2b4a5249fac770/filelock-3.20.3-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/01/c9/97cc5aae1648dcb851958a3ddf73ccd7dbe5650d95203ecb4d7720b4cdbf/fsspec-2026.1.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e6/ab/fb21f4c939bb440104cc2b396d3be1d9b7a9fd3c6c2a53d98c45b3d7c954/fsspec-2026.2.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/ae/f0/c8694e6cdd9032d98cb675bfd9a8799607b95fcb48f97127f3efe420b7aa/genoray-2.1.1-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/ac/8e/0eccb528701273640dd4f13678a0c1352176166aecd1ee7f4fa29355132b/hirola-0.3.0-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/f0/0f/310fb31e39e2d734ccaa2c0fb981ee41f7bd5056ce9bc29b2248bd569169/humanfriendly-10.0-py2.py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/c0/d9/53a8b53e75279a953fae608bd01025d9afcf393406c0da1dda1b7f5693c5/hypothesis-6.151.5-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/0e/61/66938bbb5fc52dbdf84594873d5b51fb1f7c7794e9c0f5bd885f30bc507b/idna-3.11-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/fa/5e/f8e9a1d23b9c20a551a8a02ea3637b4642e22c2626e3a13a9a29cdea99eb/importlib_metadata-8.7.1-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/7b/91/984aca2ec129e2757d1e4e3c81c3fcda9d0f85b74670a094cc443d9ee949/joblib-1.5.3-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/cc/e4/d71e71edc972d534f51cff72fa30edb8b0e5df109b2e5ae67a3985faebb9/joblib_progress-1.0.6-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/2b/01/764489e364948f52aa7cb958a91a8dafd489357d2401f66946542bbc1764/llvmlite-0.42.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/0c/29/0348de65b8cc732daa3e33e67806420b2ae89bdce2b04af740289c5c6c8c/loguru-0.7.3-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/4e/ca/03624e017e5ee2d7ce8a08d89f81c1e535eb3c30d7b2dc4a435ea3fbbeae/mkdocs_glightbox-0.5.2-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/a4/8e/469e5a4a2f5855992e425f3cb33804cc07bf18d48f2db061aec61ce50270/more_itertools-10.8.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/79/7b/2c79738432f5c924bef5071f933bcc9efd0473bac3b4aa584a6f7c1c8df8/mypy_extensions-1.1.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/ef/82/7a9d0550484a62c6da82858ee9419f3dd1ccc9aa1c26a1e43da3ecd20b0d/natsort-8.4.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/35/7d/bc4080a0d94719a039a96b1b5fb5b9a12d0048fab9f56efd9324fa07a096/ncls-0.0.70-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/f6/2d/f8cdcf325c8fbdfff911607d184e28eb7c94ca5c4760d7f149323404778a/numba-0.59.1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/a9/a6/aa38bddc9f8d90e5ce14023f06ccbf642ab5d507da1ffafb031c0f332dc6/numerary-0.4.4-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/0f/66/ec27ebb35fff4f3c48c9d20847c5f4abaaa7ce8bef562af7fb10605e5183/oxbow-0.5.1-cp39-abi3-manylinux_2_28_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/40/a8/4dac1f8f8235e5d25b9955d02ff6f29396191d4e665d71122c3722ca83c5/pandas-2.3.3-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
@@ -188,7 +188,7 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/13/2f/b4530fbf948867702d0a3f27de4a6aab1d156f406d72852ab902c4d04de9/rich_rst-1.3.2-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/00/f2/ed47a855ca70db65b1c5d90e6cbb63132687a0b623a2edca5de26a68cadc/selectolax-0.4.6-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/1b/65/660dc677efe782d15cd2506d70b9f0a403341ce6891d97eed376a1bd7227/seqpro-0.9.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/94/b8/f1f62a5e3c0ad2ff1d189590bfa4c46b4f3b6e49cef6f26c6ee4e575394d/setuptools-80.10.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e1/c6/76dc613121b793286a3f91621d7b75a2b493e0390ddca50f11993eadf192/setuptools-82.0.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/b7/ce/149a00dd41f10bc29e5921b496af8b574d8413afcd5e30dfa0ed46c2cc5e/six-1.17.0-py2.py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/6b/a4/bd8ad7d1cf66268219f282d4268b6ba73f8ff51c5fba2c9663adab103615/sorted_nearest-0.0.41.tar.gz
       - pypi: https://files.pythonhosted.org/packages/32/46/9cb0e58b2deb7f82b84065f37f3bffeb12413f947f9388e4cac22c4621ce/sortedcontainers-2.4.0-py2.py3-none-any.whl
@@ -201,9 +201,10 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/dc/9b/47798a6c91d8bdb567fe2698fe81e0c6b7cb7ef4d13da4114b41d239f65d/typing_inspection-0.4.2-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/c7/b0/003792df09decd6849a5e39c28b513c06e84436a54440380862b5aeff25d/tzdata-2025.3-py2.py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/39/08/aaaad47bc4e9dc8c725e68f9d04865dbcb2052843ff09c97b08904852d84/urllib3-2.6.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/2e/54/647ade08bf0db230bfea292f893923872fd20be6ac6f53b2b936ba839d75/zipp-3.23.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/fd/e5/6d36f92a197c3c17729a2125e29c169f460538a7d939a27eaaa6dcfcba8e/zstandard-0.25.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
       - pypi: ./
-  demo:
+  dev:
     channels:
     - url: https://conda.anaconda.org/conda-forge/
     - url: https://conda.anaconda.org/bioconda/
@@ -213,173 +214,139 @@ environments:
       pypi-prerelease-mode: if-necessary-or-explicit
     packages:
       linux-64:
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_gnu.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-7_kmp_llvm.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/argcomplete-3.6.3-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/asttokens-3.0.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/bioconda/linux-64/bcftools-1.23-h3a4d415_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/brotli-1.2.0-hed03a55_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/brotli-bin-1.2.0-hb03c661_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-hda65f42_8.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/c-ares-1.34.6-hb03c661_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2026.1.4-hbd8a1cb_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/charset-normalizer-3.4.4-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/click-8.3.1-pyh8f84b5b_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/colorama-0.4.6-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/comm-0.2.3-pyhe01879c_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/commitizen-4.13.4-py310hff52083_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/contourpy-1.3.2-py310h3788b33_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/commitizen-4.13.5-py310hff52083_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/coverage-7.13.3-py310h3406613_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/cycler-0.12.1-pyhcf101f3_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/debugpy-1.8.20-py310h25320af_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/cpython-3.10.19-py310hd8ed1ab_3.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/decli-0.6.3-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/decopatch-1.4.10-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/decorator-5.2.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/deprecated-1.3.1-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/elfutils-0.194-h849f50c_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/exceptiongroup-1.3.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/executing-2.2.1-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/fonttools-4.61.1-py310h3406613_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/freetype-2.14.1-ha770c72_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/filelock-3.20.3-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/fmt-12.1.0-hff5e90c_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/fsspec-2026.2.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/gmp-6.3.0-hac33072_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/gmpy2-2.2.1-py310h63ebcad_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/gnutls-3.8.11-h18acefa_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/gsl-2.7-he838d99_0.tar.bz2
       - conda: https://conda.anaconda.org/bioconda/linux-64/htslib-1.23-h566b1c6_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/icecream-2.1.10-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/icu-78.2-h33c6efd_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/importlib-metadata-8.6.1-pyha770c72_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/iniconfig-2.3.0-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/ipykernel-7.1.0-pyha191276_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/ipython-8.37.0-pyh8f84b5b_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/jedi-0.19.2-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/jinja2-3.1.6-pyhcf101f3_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/jupyter_client-8.8.0-pyhcf101f3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/jupyter_core-5.9.1-pyhc90fa1f_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/keyutils-1.6.3-hb9d3cd8_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/kiwisolver-1.4.9-py310haaf941d_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/krb5-1.21.3-h659f571_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/lcms2-2.17-h717163a_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.45.1-default_hbd61a6d_100.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/lerc-4.0.0-h0aef613_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.45.1-default_hbd61a6d_101.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libabseil-20260107.0-cxx17_h7b12aa8_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libarchive-3.8.5-gpl_hc2c16d8_100.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libblas-3.11.0-5_h4a7cf45_openblas.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libbrotlicommon-1.2.0-hb03c661_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libbrotlidec-1.2.0-hb03c661_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libbrotlienc-1.2.0-hb03c661_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libcblas-3.11.0-5_h0358290_openblas.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libblas-3.11.0-5_h5875eb1_mkl.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libcblas-3.11.0-5_hfef963f_mkl.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libcurl-8.18.0-h4e3cde8_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libdeflate-1.22-hb9d3cd8_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libedit-3.1.20250104-pl5321h7949ede_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libev-4.33-hd590300_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.7.3-hecca717_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libffi-3.5.2-h3435931_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libfreetype-2.14.1-ha770c72_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libfreetype6-2.14.1-h73754d4_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libgcc-15.2.0-he0feb66_17.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-15.2.0-h69a702a_17.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libgfortran-15.2.0-h69a702a_17.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libgfortran5-15.2.0-h68bc16d_17.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libgomp-15.2.0-he0feb66_17.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libhwloc-2.12.2-default_hafda6a7_1000.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libiconv-1.18-h3b78370_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libidn2-2.3.8-hfac485b_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libjpeg-turbo-3.1.2-hb03c661_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/liblapack-3.11.0-5_h47877c9_openblas.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/liblapack-3.11.0-5_h5e43f62_mkl.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libllvm14-14.0.6-hcd5def8_4.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/liblzma-5.8.2-hb03c661_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libmicrohttpd-1.0.2-hc2fc477_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libnghttp2-1.67.0-had1ee68_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libnsl-2.0.1-hb9d3cd8_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libopenblas-0.3.30-pthreads_h94d23a6_4.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libpng-1.6.54-h421ea60_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libsodium-1.0.20-h4ab18f5_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libprotobuf-6.33.5-h2b00c02_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.51.2-hf4e2dac_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libssh2-1.11.1-hcf80075_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-15.2.0-h934c35e_17.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-ng-15.2.0-hdf11a46_17.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libtasn1-4.21.0-hb03c661_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libtiff-4.7.0-hc4654cb_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libtorch-2.10.0-cpu_mkl_h7058990_102.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libunistring-0.9.10-h7f98852_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libunwind-1.8.3-h65a8314_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.41.3-h5347b49_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libwebp-base-1.6.0-hd42ef1d_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libxcb-1.17.0-h8a09558_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libuv-1.51.0-hb03c661_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libxcrypt-4.4.36-hd590300_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libxml2-16-2.15.1-hca6bf5a_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libxml2-2.15.1-he237659_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.1-hb9d3cd8_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/linkify-it-py-2.0.3-pyhd8ed1ab_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/llvm-openmp-21.1.8-h4922eb0_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/llvmlite-0.42.0-py310h1b8f574_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/lz4-c-1.10.0-h5888daf_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/lzo-2.10-h280c20c_1002.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/makefun-1.16.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/markdown-it-py-4.0.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/markupsafe-3.0.3-py310h3406613_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/matplotlib-base-3.10.8-py310hfde16b3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/matplotlib-inline-0.2.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/maturin-1.11.5-py310hb4e1661_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mdit-py-plugins-0.5.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mdurl-0.1.2-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/memray-1.19.1-py310hbdcf458_3.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/munkres-1.1.4-pyhd8ed1ab_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/mkl-2025.3.0-h0e700b2_463.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/mpc-1.3.1-h24ddda3_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/mpfr-4.2.1-h90cbb55_3.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/mpmath-1.3.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h2d0b736_3.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/nest-asyncio-1.6.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/nettle-3.10.1-h4a9d5aa_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/networkx-3.4.2-pyh267e887_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/numba-0.59.1-py310h7dc5dd1_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/numpy-1.26.4-py310hb13e2d6_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/openjpeg-2.5.3-h55fea9a_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/openssl-3.6.1-h35e630c_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/p11-kit-0.26.1-h3435931_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/optree-0.18.0-py310h03d9f68_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/p11-kit-0.26.2-h3435931_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/packaging-26.0-pyhcf101f3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/pandas-2.3.3-py310h0158d43_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/parso-0.8.5-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/patchelf-0.17.2-h58526e2_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/patsy-1.0.2-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/perl-5.32.1-7_hd590300_perl5.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/pexpect-4.9.0-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/pickleshare-0.7.5-pyhd8ed1ab_1004.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/pillow-11.3.0-py310h6557065_3.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/platformdirs-4.5.1-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/bioconda/linux-64/plink2-2.0.0a.6.9-h9948957_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/noarch/pluggy-1.6.0-pyhf9edf01_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/prek-0.3.1-hb17b654_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/prek-0.3.2-hb17b654_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/prompt-toolkit-3.0.51-pyha770c72_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/prompt_toolkit-3.0.51-hd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/psutil-7.2.2-py310h139afa4_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/pthread-stubs-0.4-hb9d3cd8_1002.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/ptyprocess-0.7.0-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/pure_eval-0.2.3-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/py-cpuinfo-9.0.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/py-spy-0.4.1-he182f42_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/pybind11-3.0.1-pyh7a1b43c_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/pybind11-abi-11-hc364b38_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/pybind11-global-3.0.1-pyhc7ab6ef_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pygments-2.19.2-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/pyparsing-3.3.2-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pytest-9.0.2-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pytest-benchmark-5.2.3-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pytest-cases-3.9.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pytest-cov-7.0.0-pyhcf101f3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/python-3.10.19-h3c07f61_3_cpython.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/python-dateutil-2.9.0.post0-pyhe01879c_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/python-tzdata-2025.3-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.10-8_cp310.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/pytz-2025.2-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/pytorch-2.10.0-cpu_mkl_py310_hf1dacaf_102.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/pytorch-cpu-2.10.0-cpu_mkl_hd61e0f4_102.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/pyyaml-6.0.3-py310h3406613_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/pyzmq-27.1.0-py310h4f33d48_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/qhull-2020.2-h434a139_5.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/questionary-2.1.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/readline-8.3-h853b02a_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/rich-14.3.2-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/ruff-0.15.0-h40fa522_0.conda
       - conda: https://conda.anaconda.org/bioconda/linux-64/samtools-1.23-h96c455f_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/scipy-1.15.2-py310h1d65ade_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/seaborn-0.13.2-hd8ed1ab_3.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/seaborn-base-0.13.2-pyhd8ed1ab_3.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/setuptools-82.0.0-pyh332efcf_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/shellingham-1.5.4-pyhd8ed1ab_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/six-1.17.0-pyhe01879c_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/stack_data-0.6.3-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/statsmodels-0.14.6-py310hf779ad0_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/sleef-3.9.0-ha0421bc_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/sympy-1.14.0-pyh2585a3b_105.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/tbb-2022.3.0-hb700be7_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/termcolor-3.3.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/textual-7.5.0-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_h366c992_103.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/tomli-2.4.0-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/tomlkit-0.14.0-pyha770c72_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/tornado-6.5.3-py310h7c4b9e2_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/traitlets-5.14.3-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/typer-0.21.1-pyhf8876ea_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/typer-slim-0.21.1-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/typer-slim-standard-0.21.1-h378290b_0.conda
@@ -387,22 +354,17 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/typing_extensions-4.15.0-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2025c-hc9c84f9_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/uc-micro-py-1.0.3-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/unicodedata2-17.0.0-py310h7c4b9e2_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/uv-0.9.30-h6dd6661_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/wcwidth-0.5.3-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/uv-0.10.0-h6dd6661_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/wcwidth-0.6.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/wrapt-2.1.1-py310h7c4b9e2_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/xarray-2025.6.1-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxau-1.0.12-hb03c661_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxdmcp-1.1.5-hb03c661_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/yaml-0.2.5-h280c20c_3.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/zeromq-4.3.5-h387f397_9.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/zipp-3.23.0-pyhcf101f3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.7-hb78ec9c_6.conda
       - pypi: https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/08/4f/f42ce1840490fd0863bfbc56f28eaaec3bcb4eb322079af9c070111657e5/arro3_core-0.6.5-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/3a/2a/7cc015f5b9f5db42b7d48157e23356022889fc354a2813c15934b7cb5c0e/attrs-25.4.0-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/f8/50/7d4e10c2285258203e5bfc10142733e0b0f6d8012cb3289a9208e2f1f51f/awkward-2.8.12-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/6f/df/af2862a803f816e0c858f7cdc08c1b60e5dd6e146451c17e9b3f25ed2105/awkward_cpp-51-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/77/39/4d8414260c3d83f22029a39e51553c173611b378d62ca391e5ca68e65cfa/awkward-2.9.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/63/2f/ed68a7ee0f76b20b3d8ea3c3dcb06f9c2a2725a95c83cbe0eee65939e750/awkward_cpp-52-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/2d/ea/d6230cc9772edca0fd8c91638dc1c2e2def09b9a22cfabe6532906e96aea/basenji2_pytorch-0.1.2-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/71/cc/18245721fa7747065ab478316c7fea7c74777d07f37ae60db2e84f8172e8/beartype-0.22.9-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/e6/ad/3cc14f097111b4de0040c83a525973216457bbeeb63739ef1ed275c1c021/certifi-2026.1.4-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/a7/06/3d6badcf13db419e25b07041d9c7b4a2c331d3f4e7134445ec5df57714cd/coloredlogs-15.0.1-py2.py3-none-any.whl
@@ -413,25 +375,24 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/55/e2/2537ebcff11c1ee1ff17d8d0b6f4db75873e3b0fb32c2d4a2ee31ecb310a/docstring_parser-0.17.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/02/10/5da547df7a391dcde17f59520a231527b8571e6f46fc8efb02ccb370ab12/docutils-0.22.4-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/2a/09/f8d8f8f31e4483c10a906437b4ce31bdf3d6d417b73fe33f1a8b59e34228/einops-0.8.2-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/b5/36/7fb70f04bf00bc646cd5bb45aa9eddb15e19437a28b8fb2b4a5249fac770/filelock-3.20.3-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/01/c9/97cc5aae1648dcb851958a3ddf73ccd7dbe5650d95203ecb4d7720b4cdbf/fsspec-2026.1.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/ae/f0/c8694e6cdd9032d98cb675bfd9a8799607b95fcb48f97127f3efe420b7aa/genoray-2.1.1-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/ac/8e/0eccb528701273640dd4f13678a0c1352176166aecd1ee7f4fa29355132b/hirola-0.3.0-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/f0/0f/310fb31e39e2d734ccaa2c0fb981ee41f7bd5056ce9bc29b2248bd569169/humanfriendly-10.0-py2.py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/c0/d9/53a8b53e75279a953fae608bd01025d9afcf393406c0da1dda1b7f5693c5/hypothesis-6.151.5-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/0e/61/66938bbb5fc52dbdf84594873d5b51fb1f7c7794e9c0f5bd885f30bc507b/idna-3.11-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/fa/5e/f8e9a1d23b9c20a551a8a02ea3637b4642e22c2626e3a13a9a29cdea99eb/importlib_metadata-8.7.1-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/7b/91/984aca2ec129e2757d1e4e3c81c3fcda9d0f85b74670a094cc443d9ee949/joblib-1.5.3-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/cc/e4/d71e71edc972d534f51cff72fa30edb8b0e5df109b2e5ae67a3985faebb9/joblib_progress-1.0.6-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/2b/01/764489e364948f52aa7cb958a91a8dafd489357d2401f66946542bbc1764/llvmlite-0.42.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/de/73/3d757cb3fc16f0f9794dd289bcd0c4a031d9cf54d8137d6b984b2d02edf3/lightning_utilities-0.15.2-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/0c/29/0348de65b8cc732daa3e33e67806420b2ae89bdce2b04af740289c5c6c8c/loguru-0.7.3-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/4e/ca/03624e017e5ee2d7ce8a08d89f81c1e535eb3c30d7b2dc4a435ea3fbbeae/mkdocs_glightbox-0.5.2-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/a4/8e/469e5a4a2f5855992e425f3cb33804cc07bf18d48f2db061aec61ce50270/more_itertools-10.8.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/79/7b/2c79738432f5c924bef5071f933bcc9efd0473bac3b4aa584a6f7c1c8df8/mypy_extensions-1.1.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/ef/82/7a9d0550484a62c6da82858ee9419f3dd1ccc9aa1c26a1e43da3ecd20b0d/natsort-8.4.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/35/7d/bc4080a0d94719a039a96b1b5fb5b9a12d0048fab9f56efd9324fa07a096/ncls-0.0.70-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/f6/2d/f8cdcf325c8fbdfff911607d184e28eb7c94ca5c4760d7f149323404778a/numba-0.59.1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/a9/a6/aa38bddc9f8d90e5ce14023f06ccbf642ab5d507da1ffafb031c0f332dc6/numerary-0.4.4-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/0f/66/ec27ebb35fff4f3c48c9d20847c5f4abaaa7ce8bef562af7fb10605e5183/oxbow-0.5.1-cp39-abi3-manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/40/a8/4dac1f8f8235e5d25b9955d02ff6f29396191d4e665d71122c3722ca83c5/pandas-2.3.3-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/75/7b/03299e4ccc5e3cfb0f9e234207ac43ef08b3ba6c4c2882c890e550ceadba/pandera-0.29.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/06/77/e580c19e0fb183c9c8a4ecac294e158e3aa79e81746d62faf0ce2292484f/pgenlib-0.93.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/5b/bc/246f452431c592a2a424050e8bb9ccf494fb47613fd97c912f4d573a5e3b/phantom_types-3.0.2-py3-none-any.whl
@@ -446,24 +407,31 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/a8/76/7727ef2ffa4b62fcab916686a68a0426b9b790139720e1934e8ba797e238/pydantic_core-2.41.5-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/83/89/35ea267fb12e608529f0df315aff200171e555623cb38b2e4444592ce872/pyranges-0.1.4-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/8e/1a/79a2c1bea757cd432a2d67087feb1e3dc8226b49fc926f2d844b3badd147/pysam-0.23.3-cp310-cp310-manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/ec/57/56b9bcc3c9c6a792fcbaf139543cee77261f3651ca9da0c93f5c1221264b/python_dateutil-2.9.0.post0-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/0e/93/c8c361bf0a2fe50f828f32def460e8b8a14b93955d3fd302b1a9b63b19e4/pytorch_lightning-2.6.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/81/c4/34e93fe5f5429d7570ec1fa436f1986fb1f00c3e0f43a589fe2bbcd22c3f/pytz-2025.2-py2.py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/1e/db/4254e3eabe8020b458f1a747140d32277ec7a271daf1d235b70dc0b4e6e3/requests-2.32.5-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/13/2f/b4530fbf948867702d0a3f27de4a6aab1d156f406d72852ab902c4d04de9/rich_rst-1.3.2-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/00/f2/ed47a855ca70db65b1c5d90e6cbb63132687a0b623a2edca5de26a68cadc/selectolax-0.4.6-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/1b/65/660dc677efe782d15cd2506d70b9f0a403341ce6891d97eed376a1bd7227/seqpro-0.9.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/94/b8/f1f62a5e3c0ad2ff1d189590bfa4c46b4f3b6e49cef6f26c6ee4e575394d/setuptools-80.10.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/b7/ce/149a00dd41f10bc29e5921b496af8b574d8413afcd5e30dfa0ed46c2cc5e/six-1.17.0-py2.py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/6b/a4/bd8ad7d1cf66268219f282d4268b6ba73f8ff51c5fba2c9663adab103615/sorted_nearest-0.0.41.tar.gz
       - pypi: https://files.pythonhosted.org/packages/32/46/9cb0e58b2deb7f82b84065f37f3bffeb12413f947f9388e4cac22c4621ce/sortedcontainers-2.4.0-py2.py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/40/44/4a5f08c96eb108af5cb50b41f76142f0afa346dfa99d5296fe7202a11854/tabulate-0.9.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/08/59/8d381a2cfe8d36c4f4ff9f94769ff2809bfc16014d888360b0e24c7e5c6b/tbb-2022.3.1-py2.py3-none-manylinux_2_28_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/a1/a4/38e8b5a27b66ab286168ba6c449771ed71d71ec76524e7f12401474a5151/tcmlib-1.4.1-py2.py3-none-manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/72/25/973bd6128381951b23cdcd8a9870c6dcfc5606cb864df8eabd82e529f9c1/torchinfo-1.8.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/02/21/aa0f434434c48490f91b65962b1ce863fdcce63febc166ca9fe9d706c2b6/torchmetrics-1.8.2-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/16/e1/3079a9ff9b8e11b846c6ac5c8b5bfb7ff225eee721825310c91b3b50304f/tqdm-4.67.3-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/1b/a9/e3aee762739c1d7528da1c3e06d518503f8b6c439c35549b53735ba52ead/typeguard-4.4.4-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/65/f3/107a22063bf27bdccf2024833d3445f4eea42b2e598abfbd46f6a63b6cb0/typing_inspect-0.9.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/dc/9b/47798a6c91d8bdb567fe2698fe81e0c6b7cb7ef4d13da4114b41d239f65d/typing_inspection-0.4.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/c7/b0/003792df09decd6849a5e39c28b513c06e84436a54440380862b5aeff25d/tzdata-2025.3-py2.py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/39/08/aaaad47bc4e9dc8c725e68f9d04865dbcb2052843ff09c97b08904852d84/urllib3-2.6.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/2e/54/647ade08bf0db230bfea292f893923872fd20be6ac6f53b2b936ba839d75/zipp-3.23.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/fd/e5/6d36f92a197c3c17729a2125e29c169f460538a7d939a27eaaa6dcfcba8e/zstandard-0.25.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
       - pypi: ./
-  dev:
+  docs:
     channels:
     - url: https://conda.anaconda.org/conda-forge/
     - url: https://conda.anaconda.org/bioconda/
@@ -483,9 +451,9 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/charset-normalizer-3.4.4-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/click-8.3.1-pyh8f84b5b_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/colorama-0.4.6-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/commitizen-4.13.4-py310hff52083_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/coverage-7.13.3-py310h3406613_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/cpython-3.10.19-py310hd8ed1ab_3.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/commitizen-4.13.5-py312h7900ff3_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/coverage-7.13.3-py312h8a5da7c_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/cpython-3.12.12-py312hd8ed1ab_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/decli-0.6.3-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/decopatch-1.4.10-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/deprecated-1.3.1-pyhd8ed1ab_1.conda
@@ -494,20 +462,19 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/executing-2.2.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/filelock-3.20.3-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/fmt-12.1.0-hff5e90c_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/fsspec-2026.1.0-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/fsspec-2026.2.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/gmp-6.3.0-hac33072_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/gmpy2-2.2.1-py310h63ebcad_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/gmpy2-2.2.1-py312hcaba1f9_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/gnutls-3.8.11-h18acefa_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/gsl-2.7-he838d99_0.tar.bz2
       - conda: https://conda.anaconda.org/bioconda/linux-64/htslib-1.23-h566b1c6_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/icecream-2.1.10-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/icu-78.2-h33c6efd_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/importlib-metadata-8.6.1-pyha770c72_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/iniconfig-2.3.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/jinja2-3.1.6-pyhcf101f3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/keyutils-1.6.3-hb9d3cd8_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/krb5-1.21.3-h659f571_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.45.1-default_hbd61a6d_100.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.45.1-default_hbd61a6d_101.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libabseil-20260107.0-cxx17_h7b12aa8_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libarchive-3.8.5-gpl_hc2c16d8_100.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libblas-3.11.0-5_h5875eb1_mkl.conda
@@ -545,33 +512,35 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.1-hb9d3cd8_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/linkify-it-py-2.0.3-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/llvm-openmp-21.1.8-h4922eb0_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/llvmlite-0.46.0-py312h7424e68_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/lz4-c-1.10.0-h5888daf_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/lzo-2.10-h280c20c_1002.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/makefun-1.16.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/markdown-it-py-4.0.0-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/markupsafe-3.0.3-py310h3406613_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/markupsafe-3.0.3-py312h8a5da7c_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/maturin-1.11.5-py310hb4e1661_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mdit-py-plugins-0.5.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mdurl-0.1.2-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/memray-1.19.1-py310hbdcf458_3.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/memray-1.19.1-py312ha9ecdfb_3.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/mkl-2025.3.0-h0e700b2_463.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/mpc-1.3.1-h24ddda3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/mpfr-4.2.1-h90cbb55_3.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mpmath-1.3.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h2d0b736_3.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/nettle-3.10.1-h4a9d5aa_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/networkx-3.4.2-pyh267e887_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/numpy-1.26.4-py310hb13e2d6_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/networkx-3.6.1-pyhcf101f3_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/numba-0.63.1-py312hd1dde6f_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/numpy-2.3.5-py312h33ff503_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/openssl-3.6.1-h35e630c_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/optree-0.18.0-py310h03d9f68_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/p11-kit-0.26.1-h3435931_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/optree-0.18.0-py312hd9148b4_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/p11-kit-0.26.2-h3435931_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/packaging-26.0-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/patchelf-0.17.2-h58526e2_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/perl-5.32.1-7_hd590300_perl5.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/platformdirs-4.5.1-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/bioconda/linux-64/plink2-2.0.0a.6.9-h9948957_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/noarch/pluggy-1.6.0-pyhf9edf01_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/prek-0.3.1-hb17b654_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/prek-0.3.2-hb17b654_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/prompt-toolkit-3.0.51-pyha770c72_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/prompt_toolkit-3.0.51-hd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/py-cpuinfo-9.0.0-pyhd8ed1ab_1.conda
@@ -584,17 +553,17 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/pytest-benchmark-5.2.3-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pytest-cases-3.9.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pytest-cov-7.0.0-pyhcf101f3_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/python-3.10.19-h3c07f61_3_cpython.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.10-8_cp310.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/pytorch-2.10.0-cpu_mkl_py310_hf1dacaf_102.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/python-3.12.12-hd63d673_2_cpython.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.12-8_cp312.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/pytorch-2.10.0-cpu_mkl_py312_hca44ed5_102.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/pytorch-cpu-2.10.0-cpu_mkl_hd61e0f4_102.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/pyyaml-6.0.3-py310h3406613_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/pyyaml-6.0.3-py312h8a5da7c_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/questionary-2.1.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/readline-8.3-h853b02a_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/rich-14.3.2-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/ruff-0.15.0-h40fa522_0.conda
       - conda: https://conda.anaconda.org/bioconda/linux-64/samtools-1.23-h96c455f_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/setuptools-80.10.2-pyh332efcf_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/setuptools-82.0.0-pyh332efcf_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/shellingham-1.5.4-pyhd8ed1ab_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/sleef-3.9.0-ha0421bc_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/sympy-1.14.0-pyh2585a3b_105.conda
@@ -611,85 +580,152 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/typing_extensions-4.15.0-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2025c-hc9c84f9_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/uc-micro-py-1.0.3-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/uv-0.9.30-h6dd6661_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/wcwidth-0.5.3-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/wrapt-2.1.1-py310h7c4b9e2_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/uv-0.10.0-h6dd6661_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/wcwidth-0.6.0-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/wrapt-2.1.1-py312h4c3975b_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/yaml-0.2.5-h280c20c_3.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/zipp-3.23.0-pyhcf101f3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.7-hb78ec9c_6.conda
+      - pypi: https://files.pythonhosted.org/packages/8d/3f/95338030883d8c8b91223b4e21744b04d11b161a3ef117295d8241f50ab4/accessible_pygments-0.0.5-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/7e/b3/6b4067be973ae96ba0d615946e314c5ae35f9f993eca561b356540bb0c2b/alabaster-1.0.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/08/4f/f42ce1840490fd0863bfbc56f28eaaec3bcb4eb322079af9c070111657e5/arro3_core-0.6.5-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/38/0e/27be9fdef66e72d64c0cdc3cc2823101b80585f8119b5c112c2e8f5f7dab/anyio-4.12.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/31/4a/72dc383d1a0d14f1d453e334e3461e229762edb1bf3f75b3ab977e9386ed/arro3_core-0.6.5-cp311-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/3a/2a/7cc015f5b9f5db42b7d48157e23356022889fc354a2813c15934b7cb5c0e/attrs-25.4.0-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/f8/50/7d4e10c2285258203e5bfc10142733e0b0f6d8012cb3289a9208e2f1f51f/awkward-2.8.12-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/6f/df/af2862a803f816e0c858f7cdc08c1b60e5dd6e146451c17e9b3f25ed2105/awkward_cpp-51-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/77/39/4d8414260c3d83f22029a39e51553c173611b378d62ca391e5ca68e65cfa/awkward-2.9.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/28/95/dc2b3a7b78c432e0b4d01d4874e4adbd9e46d146515023c9af569297708f/awkward_cpp-52-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/77/f5/21d2de20e8b8b0408f0681956ca2c69f1320a3848ac50e6e7f39c6159675/babel-2.18.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/2d/ea/d6230cc9772edca0fd8c91638dc1c2e2def09b9a22cfabe6532906e96aea/basenji2_pytorch-0.1.2-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/71/cc/18245721fa7747065ab478316c7fea7c74777d07f37ae60db2e84f8172e8/beartype-0.22.9-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/1a/39/47f9197bdd44df24d67ac8893641e16f386c984a0619ef2ee4c51fbbc019/beautifulsoup4-4.14.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/cd/3a/577b549de0cc09d95f11087ee63c739bba856cd3952697eec4c4bb91350a/bleach-6.3.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/e6/ad/3cc14f097111b4de0040c83a525973216457bbeeb63739ef1ed275c1c021/certifi-2026.1.4-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/a7/06/3d6badcf13db419e25b07041d9c7b4a2c331d3f4e7134445ec5df57714cd/coloredlogs-15.0.1-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/60/97/891a0971e1e4a8c5d2b20bbe0e524dc04548d2307fee33cdeba148fd4fc7/comm-0.2.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/cc/8f/ec6289987824b29529d0dfda0d74a07cec60e54b9c92f3c9da4c0ac732de/contourpy-1.3.3-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/28/53/21f7b97e82772caa61541348427f42435120b32961c92d16f9c8ce9757d6/cslug-1.0.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e7/05/c19819d5e3d95294a6f5947fb9b9629efb316b96de511b418c53d245aae6/cycler-0.12.1-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/1c/7c/996760c30f1302704af57c66ff2d723f7d656d0d0b93563b5528a51484bb/cyclopts-4.5.1-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/74/ff/9d30128a88df6c795097b6f73218d4a5afcd0e2d74cf2dedd99b28d42cdc/cyvcf2-0.31.4-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/66/cd/1b1162b2fae62116ee0fd18f603320b0b44706be5d3e0c932d87fefda95e/cyvcf2-0.31.4-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/00/ba/8d8aa1df96e0666752e5c9d406d440495df2014d315b2a95bbef9856b23e/datafusion-50.1.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/e0/c3/7f67dea8ccf8fdcb9c99033bbe3e90b9e7395415843accb81428c441be2d/debugpy-1.8.20-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/4e/8c/f3147f5c4b73e7550fe5f9352eaa956ae838d5c51eb58e7a25b9f3e2643b/decorator-5.2.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/07/6c/aa3f2f849e01cb6a001cd8554a88d4c77c5c1a31c95bdf1cf9301e6d9ef4/defusedxml-0.7.1-py2.py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/55/e2/2537ebcff11c1ee1ff17d8d0b6f4db75873e3b0fb32c2d4a2ee31ecb310a/docstring_parser-0.17.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/02/10/5da547df7a391dcde17f59520a231527b8571e6f46fc8efb02ccb370ab12/docutils-0.22.4-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/2a/09/f8d8f8f31e4483c10a906437b4ce31bdf3d6d417b73fe33f1a8b59e34228/einops-0.8.2-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/ae/f0/c8694e6cdd9032d98cb675bfd9a8799607b95fcb48f97127f3efe420b7aa/genoray-2.1.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/cb/a8/20d0723294217e47de6d9e2e40fd4a9d2f7c4b6ef974babd482a59743694/fastjsonschema-2.21.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/b7/37/82dbef0f6342eb01f54bca073ac1498433d6ce71e50c3c3282b655733b31/fonttools-4.61.1-cp312-cp312-manylinux1_x86_64.manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_5_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/bc/74/2ab78ae878d9994abeb3baa026057fd3cd7388916a55ac8bf7000c2718e5/genoray-2.1.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/04/4b/29cac41a4d98d144bf5f6d33995617b185d14b22401f75ca86f384e87ff1/h11-0.16.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/ac/8e/0eccb528701273640dd4f13678a0c1352176166aecd1ee7f4fa29355132b/hirola-0.3.0-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/f0/0f/310fb31e39e2d734ccaa2c0fb981ee41f7bd5056ce9bc29b2248bd569169/humanfriendly-10.0-py2.py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/c0/d9/53a8b53e75279a953fae608bd01025d9afcf393406c0da1dda1b7f5693c5/hypothesis-6.151.5-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/0e/61/66938bbb5fc52dbdf84594873d5b51fb1f7c7794e9c0f5bd885f30bc507b/idna-3.11-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/ff/62/85c4c919272577931d407be5ba5d71c20f0b616d31a0befe0ae45bb79abd/imagesize-1.4.1-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/82/b9/e73d5d9f405cba7706c539aa8b311b49d4c2f3d698d9c12f815231169c71/ipykernel-7.2.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/3d/aa/898dec789a05731cd5a9f50605b7b44a72bd198fd0d4528e11fc610177cc/ipython-9.10.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/d9/33/1f075bf72b0b747cb3288d011319aaf64083cf2efef8354174e3ed4540e2/ipython_pygments_lexers-1.1.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/56/6d/0d9848617b9f753b87f214f1c682592f7ca42de085f564352f10f0843026/ipywidgets-8.1.8-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/c0/5a/9cac0c82afec3d09ccd97c8b6502d48f165f9124db81b4bcb90b4af974ee/jedi-0.19.2-py2.py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/7b/91/984aca2ec129e2757d1e4e3c81c3fcda9d0f85b74670a094cc443d9ee949/joblib-1.5.3-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/cc/e4/d71e71edc972d534f51cff72fa30edb8b0e5df109b2e5ae67a3985faebb9/joblib_progress-1.0.6-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/69/90/f63fb5873511e014207a475e2bb4e8b2e570d655b00ac19a9a0ca0a385ee/jsonschema-4.26.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/41/45/1a4ed80516f02155c51f51e8cedb3c1902296743db0bbc66608a0db2814f/jsonschema_specifications-2025.9.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/2d/0b/ceb7694d864abc0a047649aec263878acb9f792e1fec3e676f22dc9015e3/jupyter_client-8.8.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e7/e7/80988e32bf6f73919a113473a604f5a8f09094de312b9d52b79c2df7612b/jupyter_core-5.9.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/b1/dd/ead9d8ea85bf202d90cc513b533f9c363121c7792674f78e0d8a854b63b4/jupyterlab_pygments-0.3.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/ab/b5/36c712098e6191d1b4e349304ef73a8d06aed77e56ceaac8c0a306c7bda1/jupyterlab_widgets-3.0.16-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/70/90/6d240beb0f24b74371762873e9b7f499f1e02166a2d9c5801f4dbf8fa12e/kiwisolver-1.4.9-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/de/73/3d757cb3fc16f0f9794dd289bcd0c4a031d9cf54d8137d6b984b2d02edf3/lightning_utilities-0.15.2-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/2b/01/764489e364948f52aa7cb958a91a8dafd489357d2401f66946542bbc1764/llvmlite-0.42.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/0c/29/0348de65b8cc732daa3e33e67806420b2ae89bdce2b04af740289c5c6c8c/loguru-0.7.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/3e/f3/c5195b1ae57ef85339fd7285dfb603b22c8b4e79114bae5f4f0fcf688677/matplotlib-3.10.8-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/af/33/ee4519fa02ed11a94aef9559552f3b17bb863f2ecfe1a35dc7f548cde231/matplotlib_inline-0.2.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/9b/f7/4a5e785ec9fbd65146a27b6b70b6cdc161a66f2024e4b04ac06a67f5578b/mistune-3.2.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/4e/ca/03624e017e5ee2d7ce8a08d89f81c1e535eb3c30d7b2dc4a435ea3fbbeae/mkdocs_glightbox-0.5.2-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/a4/8e/469e5a4a2f5855992e425f3cb33804cc07bf18d48f2db061aec61ce50270/more_itertools-10.8.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/79/7b/2c79738432f5c924bef5071f933bcc9efd0473bac3b4aa584a6f7c1c8df8/mypy_extensions-1.1.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/d3/ac/686789b9145413f1a61878c407210e41bfdb097976864e0913078b24098c/myst_parser-5.0.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/ef/82/7a9d0550484a62c6da82858ee9419f3dd1ccc9aa1c26a1e43da3ecd20b0d/natsort-8.4.0-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/35/7d/bc4080a0d94719a039a96b1b5fb5b9a12d0048fab9f56efd9324fa07a096/ncls-0.0.70-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/f6/2d/f8cdcf325c8fbdfff911607d184e28eb7c94ca5c4760d7f149323404778a/numba-0.59.1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/83/a0/5b0c2f11142ed1dddec842457d3f65eaf71a0080894eb6f018755b319c3a/nbclient-0.10.4-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/0d/4b/8d5f796a792f8a25f6925a96032f098789f448571eb92011df1ae59e8ea8/nbconvert-7.17.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/a9/82/0340caa499416c78e5d8f5f05947ae4bc3cba53c9f038ab6e9ed964e22f1/nbformat-5.10.4-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/03/78/843bcf0cf31f88d2f8a9a063d2d80817b1901657d83d65b89b3aa835732e/nbsphinx-0.9.8-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/40/03/f5d0b979c6a1f8a8a11ba115a7c5b145671f092372a4ede164dc2597c466/ncls-0.0.70-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/a0/c4/c2971a3ba4c6103a3d10c4b0f24f461ddc027f0f09763220cf35ca1401b3/nest_asyncio-1.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/a9/a6/aa38bddc9f8d90e5ce14023f06ccbf642ab5d507da1ffafb031c0f332dc6/numerary-0.4.4-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/0f/66/ec27ebb35fff4f3c48c9d20847c5f4abaaa7ce8bef562af7fb10605e5183/oxbow-0.5.1-cp39-abi3-manylinux_2_28_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/40/a8/4dac1f8f8235e5d25b9955d02ff6f29396191d4e665d71122c3722ca83c5/pandas-2.3.3-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/bf/2e/9211f09bedb04f9832122942de8b051804b31a39cfbad199a819bb88d9f3/pandas-3.0.0-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/75/7b/03299e4ccc5e3cfb0f9e234207ac43ef08b3ba6c4c2882c890e550ceadba/pandera-0.29.0-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/06/77/e580c19e0fb183c9c8a4ecac294e158e3aa79e81746d62faf0ce2292484f/pgenlib-0.93.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/ef/af/4fbc8cab944db5d21b7e2a5b8e9211a03a79852b1157e2c102fcc61ac440/pandocfilters-1.5.1-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/b6/61/fae042894f4296ec49e3f193aff5d7c18440da9e48102c3315e1bc4519a7/parso-0.8.6-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/9e/c3/059298687310d527a58bb01f3b1965787ee3b40dce76752eda8b44e9a2c5/pexpect-4.9.0-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/96/b2/b5d342944cce1cd9ea4dd4ba16e70f77d99a915137bbb364e0bbc188f2a1/pgenlib-0.93.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/5b/bc/246f452431c592a2a424050e8bb9ccf494fb47613fd97c912f4d573a5e3b/phantom_types-3.0.2-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/08/75/ec73e38812bca7c2240aff481b9ddff20d1ad2f10dee4b3353f5eeaacdab/polars-1.37.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/11/8f/48d0b77ab2200374c66d344459b8958c86693be99526450e7aee714e03e4/pillow-12.1.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/0a/49/737c1a6273c585719858261753da0b688454d1b634438ccba8a9c4eb5aab/polars-1.38.1-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/c1/66/4f1f8decc506e7a561245982832e4ab87d95e6b08b1b9ec657f2c91ad5e1/polars_bio-0.20.1-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/aa/e1/fed85aa50b0ad75d4b3cae94962148b4f03338b240a74afdc8400c73203f/polars_config_meta-0.3.2-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/eb/21/9b55bea940524324625b1e8fd96233290303eb1bf2c23b54573487bbbc25/polars_runtime_32-1.37.1-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/f2/5a/61d60ec5cc0ab37cbd5a699edb2f9af2875b7fdfdfb2a4608ca3cc5f0448/polars_runtime_32-1.38.1-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/2a/2d/d4bf65e47cea8ff2c794a600c4fd1273a7902f268757c531e0ee9f18aa58/pooch-1.9.0-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/44/28/b6672962639e85dc0ac36f71ab3a8f5f38e01b51343d7aa372a6b56fa3f3/pyarrow-21.0.0-cp310-cp310-manylinux_2_28_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/0a/59/69032bf511d51bbc2d45311110386042a7b6a62e6149f919e94a1b55979e/pybigwig-0.3.25-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/b5/70/5d8df3b09e25bce090399cf48e452d25c935ab72dad19406c77f4e828045/psutil-7.2.2-cp36-abi3-manylinux2010_x86_64.manylinux_2_12_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/22/a6/858897256d0deac81a172289110f31629fc4cee19b6f01283303e18c8db3/ptyprocess-0.7.0-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/8e/37/efad0257dc6e593a18957422533ff0f87ede7c9c6ea010a2177d738fb82f/pure_eval-0.2.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/ad/90/2660332eeb31303c13b653ea566a9918484b6e4d6b9d2d46879a33ab0622/pyarrow-21.0.0-cp312-cp312-manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/7a/f6/51d8a97116de23c9280c1fa3b813bc088f8571ce5936ba84af1ecf13ed45/pybigwig-0.3.25-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/5a/87/b70ad306ebb6f9b585f114d0ac2137d792b48be34d732d60e597c2f8465a/pydantic-2.12.5-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/a8/76/7727ef2ffa4b62fcab916686a68a0426b9b790139720e1934e8ba797e238/pydantic_core-2.41.5-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/0d/76/941cc9f73529988688a665a5c0ecff1112b3d95ab48f81db5f7606f522d3/pydantic_core-2.41.5-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/e7/d3/c622950d87a2ffd1654208733b5bd1c5645930014abed8f4c0d74863988b/pydata_sphinx_theme-0.15.4-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/10/bd/c038d7cc38edc1aa5bf91ab8068b63d4308c66c4c8bb3cbba7dfbc049f9c/pyparsing-3.3.2-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/83/89/35ea267fb12e608529f0df315aff200171e555623cb38b2e4444592ce872/pyranges-0.1.4-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/8e/1a/79a2c1bea757cd432a2d67087feb1e3dc8226b49fc926f2d844b3badd147/pysam-0.23.3-cp310-cp310-manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/df/a6/c100df6c8118b4ce1f9c086bb9cf5bccd4f71d05ceb2ecf474f3b0ea87b8/pysam-0.23.3-cp312-cp312-manylinux_2_28_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/ec/57/56b9bcc3c9c6a792fcbaf139543cee77261f3651ca9da0c93f5c1221264b/python_dateutil-2.9.0.post0-py2.py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/0e/93/c8c361bf0a2fe50f828f32def460e8b8a14b93955d3fd302b1a9b63b19e4/pytorch_lightning-2.6.1-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/81/c4/34e93fe5f5429d7570ec1fa436f1986fb1f00c3e0f43a589fe2bbcd22c3f/pytz-2025.2-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/f8/9b/c108cdb55560eaf253f0cbdb61b29971e9fb34d9c3499b0e96e4e60ed8a5/pyzmq-27.1.0-cp312-abi3-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/2c/58/ca301544e1fa93ed4f80d724bf5b194f6e4b945841c5bfd555878eea9fcb/referencing-0.37.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/1e/db/4254e3eabe8020b458f1a747140d32277ec7a271daf1d235b70dc0b4e6e3/requests-2.32.5-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/13/2f/b4530fbf948867702d0a3f27de4a6aab1d156f406d72852ab902c4d04de9/rich_rst-1.3.2-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/00/f2/ed47a855ca70db65b1c5d90e6cbb63132687a0b623a2edca5de26a68cadc/selectolax-0.4.6-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/04/54/6f679c435d28e0a568d8e8a7c0a93a09010818634c3c3907fc98d8983770/roman_numerals-4.1.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/60/1b/6f8f29f3f995c7ffdde46a626ddccd7c63aefc0efae881dc13b6e5d5bb16/rpds_py-0.30.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/d1/fe/66d73b76d378ba8cc2fe605920c0c75092e3a65ae746e1e767d9d020a75a/scipy-1.17.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/83/11/00d3c3dfc25ad54e731d91449895a79e4bf2384dc3ac01809010ba88f6d5/seaborn-0.13.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/f0/04/c3ae4a77e8cfa647b9177e727a7e80f64b160b65ad0db0dcb3738a4ef4a0/selectolax-0.4.6-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/1b/65/660dc677efe782d15cd2506d70b9f0a403341ce6891d97eed376a1bd7227/seqpro-0.9.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/b7/ce/149a00dd41f10bc29e5921b496af8b574d8413afcd5e30dfa0ed46c2cc5e/six-1.17.0-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/c8/78/3565d011c61f5a43488987ee32b6f3f656e7f107ac2782dd57bdd7d91d9a/snowballstemmer-3.0.1-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/6b/a4/bd8ad7d1cf66268219f282d4268b6ba73f8ff51c5fba2c9663adab103615/sorted_nearest-0.0.41.tar.gz
-      - pypi: https://files.pythonhosted.org/packages/32/46/9cb0e58b2deb7f82b84065f37f3bffeb12413f947f9388e4cac22c4621ce/sortedcontainers-2.4.0-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/46/2c/1462b1d0a634697ae9e55b3cecdcb64788e8b7d63f54d923fcd0bb140aed/soupsieve-2.8.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/73/f7/b1884cb3188ab181fc81fa00c266699dab600f927a964df02ec3d5d1916a/sphinx-9.1.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/d7/20/56411b52f917696995f5ad27d2ea7e9492c84a043c5b49a3a3173573cd93/sphinx_autobuild-2025.8.25-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e5/6a/877e8a6ea52fc86d88ce110ebcfe4f8474ff590d8a8d322909673af3da7b/sphinx_autodoc_typehints-3.6.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/51/9e/c41d68be04eef5b6202b468e0f90faf0c469f3a03353f2a218fd78279710/sphinx_book_theme-1.1.4-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/5d/85/9ebeae2f76e9e77b952f4b274c27238156eae7979c5421fba91a28f4970d/sphinxcontrib_applehelp-2.0.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/35/7a/987e583882f985fe4d7323774889ec58049171828b58c2217e7f79cdf44e/sphinxcontrib_devhelp-2.0.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/0a/7b/18a8c0bcec9182c05a0b3ec2a776bba4ead82750a55ff798e8d406dae604/sphinxcontrib_htmlhelp-2.1.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/c2/42/4c8646762ee83602e3fb3fbe774c2fac12f317deb0b5dbeeedd2d3ba4b77/sphinxcontrib_jsmath-1.0.1-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/27/83/859ecdd180cacc13b1f7e857abf8582a64552ea7a061057a6c716e790fce/sphinxcontrib_qthelp-2.0.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/52/a7/d2782e4e3f77c8450f727ba74a8f12756d5ba823d81b941f1b04da9d033a/sphinxcontrib_serializinghtml-2.0.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/f1/7b/ce1eafaf1a76852e2ec9b22edecf1daa58175c090266e9f6c64afcd81d91/stack_data-0.6.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/81/0d/13d1d239a25cbfb19e740db83143e95c772a1fe10202dda4b76792b114dd/starlette-0.52.1-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/40/44/4a5f08c96eb108af5cb50b41f76142f0afa346dfa99d5296fe7202a11854/tabulate-0.9.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/08/59/8d381a2cfe8d36c4f4ff9f94769ff2809bfc16014d888360b0e24c7e5c6b/tbb-2022.3.1-py2.py3-none-manylinux_2_28_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/a1/a4/38e8b5a27b66ab286168ba6c449771ed71d71ec76524e7f12401474a5151/tcmlib-1.4.1-py2.py3-none-manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/e6/34/ebdc18bae6aa14fbee1a08b63c015c72b64868ff7dae68808ab500c492e2/tinycss2-1.4.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/72/25/973bd6128381951b23cdcd8a9870c6dcfc5606cb864df8eabd82e529f9c1/torchinfo-1.8.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/02/21/aa0f434434c48490f91b65962b1ce863fdcce63febc166ca9fe9d706c2b6/torchmetrics-1.8.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/50/d4/e51d52047e7eb9a582da59f32125d17c0482d065afd5d3bc435ff2120dc5/tornado-6.5.4-cp39-abi3-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/16/e1/3079a9ff9b8e11b846c6ac5c8b5bfb7ff225eee721825310c91b3b50304f/tqdm-4.67.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/00/c0/8f5d070730d7836adc9c9b6408dec68c6ced86b304a9b26a14df072a6e8c/traitlets-5.14.3-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/1b/a9/e3aee762739c1d7528da1c3e06d518503f8b6c439c35549b53735ba52ead/typeguard-4.4.4-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/65/f3/107a22063bf27bdccf2024833d3445f4eea42b2e598abfbd46f6a63b6cb0/typing_inspect-0.9.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/dc/9b/47798a6c91d8bdb567fe2698fe81e0c6b7cb7ef4d13da4114b41d239f65d/typing_inspection-0.4.2-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/c7/b0/003792df09decd6849a5e39c28b513c06e84436a54440380862b5aeff25d/tzdata-2025.3-py2.py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/39/08/aaaad47bc4e9dc8c725e68f9d04865dbcb2052843ff09c97b08904852d84/urllib3-2.6.3-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/fd/e5/6d36f92a197c3c17729a2125e29c169f460538a7d939a27eaaa6dcfcba8e/zstandard-0.25.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/3d/d8/2083a1daa7439a66f3a48589a57d576aa117726762618f6bb09fe3798796/uvicorn-0.40.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/cf/68/5707da262a119fb06fbe214d82dd1fe4a6f4af32d2d14de368d0349eb52a/watchfiles-1.1.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/f4/24/2a3e3df732393fed8b3ebf2ec078f05546de641fe1b667ee316ec1dcf3b7/webencodings-0.5.1-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/18/29/71729b4671f21e1eaa5d6573031ab810ad2936c8175f03f97f3ff164c802/websockets-16.0-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/3f/0e/fa3b193432cfc60c93b42f3be03365f5f909d2b3ea410295cf36df739e31/widgetsnbextension-4.0.15-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/53/60/7be26e610767316c028a2cbedb9a3beabdbe33e2182c373f71a1c0b88f36/zstandard-0.25.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
       - pypi: ./
-  docs:
+  docs-gpu:
     channels:
     - url: https://conda.anaconda.org/conda-forge/
     - url: https://conda.anaconda.org/bioconda/
@@ -699,289 +735,117 @@ environments:
       pypi-prerelease-mode: if-necessary-or-explicit
     packages:
       linux-64:
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-7_kmp_llvm.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/_python_abi3_support-1.0-hd8ed1ab_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/accessible-pygments-0.0.5-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/alabaster-1.0.0-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/alsa-lib-1.2.15.3-hb03c661_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/anyio-4.12.1-pyhcf101f3_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_gnu.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/noarch/argcomplete-3.6.3-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/asttokens-3.0.1-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/attrs-25.4.0-pyhcf101f3_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/babel-2.17.0-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/backports.zstd-1.3.0-py312h90b7ffd_0.conda
       - conda: https://conda.anaconda.org/bioconda/linux-64/bcftools-1.23-h3a4d415_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/beautifulsoup4-4.14.3-pyha770c72_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/bleach-6.3.0-pyhcf101f3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/bleach-with-css-6.3.0-h5f6438b_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/brotli-1.2.0-hed03a55_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/brotli-bin-1.2.0-hb03c661_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/brotli-python-1.2.0-py312hdb49522_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-hda65f42_8.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/c-ares-1.34.6-hb03c661_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2026.1.4-hbd8a1cb_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/cairo-1.18.4-h3394656_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/certifi-2026.1.4-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/charset-normalizer-3.4.4-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/click-8.3.1-pyh8f84b5b_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/colorama-0.4.6-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/comm-0.2.3-pyhe01879c_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/commitizen-4.13.4-py312h7900ff3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/contourpy-1.3.3-py312h0a2e395_4.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/commitizen-4.13.5-py312h7900ff3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/coverage-7.13.3-py312h8a5da7c_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/cpython-3.12.12-py312hd8ed1ab_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/cycler-0.12.1-pyhcf101f3_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/cyrus-sasl-2.1.28-hd9c7081_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/dbus-1.16.2-h24cb091_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/debugpy-1.8.20-py312h8285ef7_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/decli-0.6.3-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/decopatch-1.4.10-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/decorator-5.2.1-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/defusedxml-0.7.1-pyhd8ed1ab_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/noarch/deprecated-1.3.1-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/docutils-0.22.4-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/double-conversion-3.3.1-h5888daf_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/elfutils-0.194-h849f50c_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/exceptiongroup-1.3.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/executing-2.2.1-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/filelock-3.20.3-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/fmt-12.1.0-hff5e90c_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/font-ttf-dejavu-sans-mono-2.37-hab24e00_0.tar.bz2
-      - conda: https://conda.anaconda.org/conda-forge/noarch/font-ttf-inconsolata-3.000-h77eed37_0.tar.bz2
-      - conda: https://conda.anaconda.org/conda-forge/noarch/font-ttf-source-code-pro-2.038-h77eed37_0.tar.bz2
-      - conda: https://conda.anaconda.org/conda-forge/noarch/font-ttf-ubuntu-0.83-h77eed37_3.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/fontconfig-2.15.0-h7e30c49_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/fonts-conda-ecosystem-1-0.tar.bz2
-      - conda: https://conda.anaconda.org/conda-forge/noarch/fonts-conda-forge-1-hc364b38_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/fonttools-4.61.1-py312h8a5da7c_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/freetype-2.14.1-ha770c72_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/fsspec-2026.1.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/gmp-6.3.0-hac33072_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/gmpy2-2.2.1-py312hcaba1f9_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/gnutls-3.8.11-h18acefa_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/graphite2-1.3.14-hecca717_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/gsl-2.7-he838d99_0.tar.bz2
-      - conda: https://conda.anaconda.org/conda-forge/noarch/h11-0.16.0-pyhcf101f3_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/h2-4.3.0-pyhcf101f3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/harfbuzz-12.2.0-h15599e2_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/hpack-4.1.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/bioconda/linux-64/htslib-1.23-h566b1c6_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/hyperframe-6.1.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/icecream-2.1.10-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/icu-75.1-he02047a_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/idna-3.11-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/imagesize-1.4.1-pyhd8ed1ab_0.tar.bz2
-      - conda: https://conda.anaconda.org/conda-forge/noarch/importlib-metadata-8.6.1-pyha770c72_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/icu-78.2-h33c6efd_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/iniconfig-2.3.0-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/ipykernel-7.1.0-pyha191276_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/ipython-9.10.0-pyh53cf698_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/ipython_pygments_lexers-1.1.1-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/ipywidgets-8.1.8-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/jedi-0.19.2-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/jinja2-3.1.6-pyhcf101f3_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/jsonschema-4.26.0-pyhcf101f3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/jsonschema-specifications-2025.9.1-pyhcf101f3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/jupyter_client-8.8.0-pyhcf101f3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/jupyter_core-5.9.1-pyhc90fa1f_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/jupyterlab_pygments-0.3.0-pyhd8ed1ab_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/jupyterlab_widgets-3.0.16-pyhcf101f3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/keyutils-1.6.3-hb9d3cd8_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/kiwisolver-1.4.9-py312h0a2e395_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/krb5-1.21.3-h659f571_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/lcms2-2.17-h717163a_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.45.1-default_hbd61a6d_100.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/lerc-4.0.0-h0aef613_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libabseil-20260107.0-cxx17_h7b12aa8_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.45.1-default_hbd61a6d_101.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libarchive-3.8.5-gpl_hc2c16d8_100.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libblas-3.11.0-5_h5875eb1_mkl.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libbrotlicommon-1.2.0-hb03c661_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libbrotlidec-1.2.0-hb03c661_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libbrotlienc-1.2.0-hb03c661_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libcblas-3.11.0-5_hfef963f_mkl.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libclang-cpp21.1-21.1.8-default_h99862b1_3.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libclang13-21.1.8-default_h746c552_3.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libcups-2.3.3-hb8b1518_5.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libblas-3.11.0-5_h4a7cf45_openblas.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libcblas-3.11.0-5_h0358290_openblas.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libcurl-8.18.0-h4e3cde8_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libdeflate-1.22-hb9d3cd8_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libdrm-2.4.125-hb03c661_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libedit-3.1.20250104-pl5321h7949ede_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libegl-1.7.0-ha4b6fd6_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libev-4.33-hd590300_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.7.3-hecca717_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libffi-3.5.2-h3435931_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libfreetype-2.14.1-ha770c72_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libfreetype6-2.14.1-h73754d4_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libgcc-15.2.0-he0feb66_17.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-15.2.0-h69a702a_17.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libgfortran-15.2.0-h69a702a_17.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libgfortran5-15.2.0-h68bc16d_17.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libgl-1.7.0-ha4b6fd6_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libglib-2.86.2-h32235b2_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libglvnd-1.7.0-ha4b6fd6_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libglx-1.7.0-ha4b6fd6_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libhwloc-2.12.2-default_hafda6a7_1000.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libgomp-15.2.0-he0feb66_17.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libiconv-1.18-h3b78370_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libidn2-2.3.8-hfac485b_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libjpeg-turbo-3.1.2-hb03c661_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/liblapack-3.11.0-5_h5e43f62_mkl.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libllvm21-21.1.8-hf7376ad_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/liblapack-3.11.0-5_h47877c9_openblas.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/liblzma-5.8.2-hb03c661_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libmicrohttpd-1.0.2-hc2fc477_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libnghttp2-1.67.0-had1ee68_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libnsl-2.0.1-hb9d3cd8_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libntlm-1.8-hb9d3cd8_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libopengl-1.7.0-ha4b6fd6_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libpciaccess-0.18-hb9d3cd8_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libpng-1.6.54-h421ea60_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libpq-17.7-h5c52fec_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libprotobuf-6.33.5-h2b00c02_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libsodium-1.0.20-h4ab18f5_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.51.2-h0c1763c_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libopenblas-0.3.30-pthreads_h94d23a6_4.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.51.2-hf4e2dac_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libssh2-1.11.1-hcf80075_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-15.2.0-h934c35e_17.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-ng-15.2.0-hdf11a46_17.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libtasn1-4.21.0-hb03c661_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libtiff-4.7.0-hc4654cb_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libtorch-2.10.0-cpu_mkl_h7058990_102.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libunistring-0.9.10-h7f98852_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libunwind-1.8.3-h65a8314_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.41.3-h5347b49_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libuv-1.51.0-hb03c661_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libvulkan-loader-1.4.341.0-h5279c79_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libwebp-base-1.6.0-hd42ef1d_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libxcb-1.17.0-h8a09558_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libxcrypt-4.4.36-hd590300_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libxkbcommon-1.13.1-hca5e8e5_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libxml2-16-2.15.1-ha9997c6_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libxml2-2.15.1-h26afc86_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libxslt-1.1.43-h711ed8c_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libxml2-16-2.15.1-hca6bf5a_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libxml2-2.15.1-he237659_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.1-hb9d3cd8_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/linkify-it-py-2.0.3-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/llvm-openmp-21.1.8-h4922eb0_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/llvmlite-0.46.0-py312h7424e68_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/lz4-c-1.10.0-h5888daf_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/lzo-2.10-h280c20c_1002.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/makefun-1.16.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/markdown-it-py-4.0.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/markupsafe-3.0.3-py312h8a5da7c_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/matplotlib-3.10.8-py312h7900ff3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/matplotlib-base-3.10.8-py312he3d6523_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/matplotlib-inline-0.2.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/maturin-1.11.5-py310hb4e1661_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mdit-py-plugins-0.5.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mdurl-0.1.2-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/memray-1.19.1-py312ha9ecdfb_3.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/mistune-3.2.0-pyhcf101f3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/mkl-2025.3.0-h0e700b2_463.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/mpc-1.3.1-h24ddda3_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/mpfr-4.2.1-h90cbb55_3.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/mpmath-1.3.0-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/munkres-1.1.4-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/myst-parser-5.0.0-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/nbclient-0.10.4-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/nbconvert-7.17.0-h14065e2_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/nbconvert-core-7.17.0-pyhcf101f3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/nbconvert-pandoc-7.17.0-hc3985f0_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/nbformat-5.10.4-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/nbsphinx-0.9.8-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h2d0b736_3.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/nest-asyncio-1.6.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/nettle-3.10.1-h4a9d5aa_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/networkx-3.6.1-pyhcf101f3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/numpy-1.26.4-py312heda63a1_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/openjpeg-2.5.3-h55fea9a_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/openldap-2.6.10-he970967_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/numba-0.63.1-py312hd1dde6f_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/numpy-2.3.5-py312h33ff503_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/openssl-3.6.1-h35e630c_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/optree-0.18.0-py312hd9148b4_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/p11-kit-0.26.1-h3435931_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/p11-kit-0.26.2-h3435931_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/packaging-26.0-pyhcf101f3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/pandas-3.0.0-py312h8ecdadd_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/pandoc-3.9-ha770c72_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/pandocfilters-1.5.0-pyhd8ed1ab_0.tar.bz2
-      - conda: https://conda.anaconda.org/conda-forge/noarch/parso-0.8.5-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/patchelf-0.17.2-h58526e2_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/patsy-1.0.2-pyhcf101f3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/pcre2-10.46-h1321c63_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/perl-5.32.1-7_hd590300_perl5.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/pexpect-4.9.0-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/pillow-11.3.0-py312h7b42cdd_3.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/pixman-0.46.4-h54a6638_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/platformdirs-4.5.1-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/bioconda/linux-64/plink2-2.0.0a.6.9-h9948957_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/noarch/pluggy-1.6.0-pyhf9edf01_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/prek-0.3.1-hb17b654_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/prek-0.3.2-hb17b654_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/prompt-toolkit-3.0.51-pyha770c72_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/prompt_toolkit-3.0.51-hd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/psutil-7.2.2-py312h5253ce2_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/pthread-stubs-0.4-hb9d3cd8_1002.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/ptyprocess-0.7.0-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/pure_eval-0.2.3-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/py-cpuinfo-9.0.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/py-spy-0.4.1-he182f42_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/pybind11-3.0.1-pyh7a1b43c_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/pybind11-abi-11-hc364b38_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/pybind11-global-3.0.1-pyhc7ab6ef_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/pydata-sphinx-theme-0.15.4-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pygments-2.19.2-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/pyparsing-3.3.2-pyhcf101f3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/pyside6-6.9.2-py312h9da60e5_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/pysocks-1.7.1-pyha55dd90_7.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pytest-9.0.2-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pytest-benchmark-5.2.3-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pytest-cases-3.9.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pytest-cov-7.0.0-pyhcf101f3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/python-3.12.12-hd63d673_2_cpython.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/python-dateutil-2.9.0.post0-pyhe01879c_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/python-fastjsonschema-2.21.2-pyhe01879c_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/python-gil-3.12.12-hd8ed1ab_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.12-8_cp312.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/pytorch-2.10.0-cpu_mkl_py312_hca44ed5_102.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/pytorch-cpu-2.10.0-cpu_mkl_hd61e0f4_102.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/pytz-2025.2-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/pyyaml-6.0.3-py312h8a5da7c_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/pyzmq-27.1.0-py312hfb55c3c_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/qhull-2020.2-h434a139_5.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/qt6-main-6.9.2-h994258b_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/questionary-2.1.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/readline-8.3-h853b02a_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/referencing-0.37.0-pyhcf101f3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/requests-2.32.5-pyhcf101f3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/rich-14.3.2-pyhcf101f3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/roman-numerals-4.1.0-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/rpds-py-0.30.0-py312h868fb18_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/ruff-0.15.0-h40fa522_0.conda
       - conda: https://conda.anaconda.org/bioconda/linux-64/samtools-1.23-h96c455f_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/scipy-1.17.0-py312h54fa4ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/seaborn-0.13.2-hd8ed1ab_3.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/seaborn-base-0.13.2-pyhd8ed1ab_3.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/setuptools-80.10.2-pyh332efcf_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/shellingham-1.5.4-pyhd8ed1ab_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/six-1.17.0-pyhe01879c_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/sleef-3.9.0-ha0421bc_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/snowballstemmer-3.0.1-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/soupsieve-2.8.3-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/sphinx-9.1.0-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/sphinx-autobuild-2025.8.25-pyhcf101f3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/sphinx-autodoc-typehints-3.6.2-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/sphinx-book-theme-1.1.4-pyh29332c3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/sphinxcontrib-applehelp-2.0.0-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/sphinxcontrib-devhelp-2.0.0-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/sphinxcontrib-htmlhelp-2.1.0-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/sphinxcontrib-jsmath-1.0.1-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/sphinxcontrib-qthelp-2.0.0-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/sphinxcontrib-serializinghtml-1.1.10-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/stack_data-0.6.3-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/starlette-0.52.1-pyhfdc7a7d_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/statsmodels-0.14.6-py312h4f23490_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/sympy-1.14.0-pyh2585a3b_105.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/tbb-2022.3.0-hb700be7_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/termcolor-3.3.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/textual-7.5.0-pyhcf101f3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/tinycss2-1.5.1-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_h366c992_103.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/tomli-2.4.0-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/tomlkit-0.14.0-pyha770c72_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/tornado-6.5.3-py312h4c3975b_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/traitlets-5.14.3-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/typer-0.21.1-pyhf8876ea_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/typer-slim-0.21.1-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/typer-slim-standard-0.21.1-h378290b_0.conda
@@ -989,103 +853,184 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/typing_extensions-4.15.0-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2025c-hc9c84f9_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/uc-micro-py-1.0.3-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/unicodedata2-17.0.0-py312h4c3975b_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/urllib3-2.6.3-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/uv-0.9.30-h6dd6661_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/uvicorn-0.40.0-pyhc90fa1f_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/watchfiles-1.1.1-py312h0ccc70a_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/wayland-1.24.0-hd6090a7_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/wcwidth-0.5.3-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/webencodings-0.5.1-pyhd8ed1ab_3.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/websockets-16.0-py312h5253ce2_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/widgetsnbextension-4.0.15-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/uv-0.10.0-h6dd6661_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/wcwidth-0.6.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/wrapt-2.1.1-py312h4c3975b_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xcb-util-0.4.1-h4f16b4b_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xcb-util-cursor-0.1.6-hb03c661_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xcb-util-image-0.4.0-hb711507_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xcb-util-keysyms-0.4.1-hb711507_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xcb-util-renderutil-0.3.10-hb711507_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xcb-util-wm-0.4.2-hb711507_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xkeyboard-config-2.46-hb03c661_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libice-1.1.2-hb9d3cd8_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libsm-1.2.6-he73a12e_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libx11-1.8.12-h4f16b4b_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxau-1.0.12-hb03c661_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxcomposite-0.4.7-hb03c661_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxcursor-1.2.3-hb9d3cd8_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxdamage-1.1.6-hb9d3cd8_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxdmcp-1.1.5-hb03c661_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxext-1.3.7-hb03c661_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxfixes-6.0.2-hb03c661_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxi-1.8.2-hb9d3cd8_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxrandr-1.5.5-hb03c661_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxrender-0.9.12-hb9d3cd8_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxtst-1.2.5-hb9d3cd8_3.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxxf86vm-1.1.7-hb03c661_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/yaml-0.2.5-h280c20c_3.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/zeromq-4.3.5-h387f397_9.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/zipp-3.23.0-pyhcf101f3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.7-hb78ec9c_6.conda
+      - pypi: https://files.pythonhosted.org/packages/8d/3f/95338030883d8c8b91223b4e21744b04d11b161a3ef117295d8241f50ab4/accessible_pygments-0.0.5-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/0f/15/5bf3b99495fb160b63f95972b81750f18f7f4e02ad051373b669d17d44f2/aiohappyeyeballs-2.6.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/86/f6/a62cbbf13f0ac80a70f71b1672feba90fdb21fd7abd8dbf25c0105fb6fa3/aiohttp-3.13.3-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/fb/76/641ae371508676492379f16e2fa48f4e2c11741bd63c48be4b12a6b09cba/aiosignal-1.4.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/7e/b3/6b4067be973ae96ba0d615946e314c5ae35f9f993eca561b356540bb0c2b/alabaster-1.0.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/38/0e/27be9fdef66e72d64c0cdc3cc2823101b80585f8119b5c112c2e8f5f7dab/anyio-4.12.1-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/31/4a/72dc383d1a0d14f1d453e334e3461e229762edb1bf3f75b3ab977e9386ed/arro3_core-0.6.5-cp311-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/f8/50/7d4e10c2285258203e5bfc10142733e0b0f6d8012cb3289a9208e2f1f51f/awkward-2.8.12-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/5a/58/f1f95c653cb41b4a7bda89b509789126e7d131e40bbd0cc0da54fcdf0f84/awkward_cpp-51-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/3a/2a/7cc015f5b9f5db42b7d48157e23356022889fc354a2813c15934b7cb5c0e/attrs-25.4.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/77/39/4d8414260c3d83f22029a39e51553c173611b378d62ca391e5ca68e65cfa/awkward-2.9.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/28/95/dc2b3a7b78c432e0b4d01d4874e4adbd9e46d146515023c9af569297708f/awkward_cpp-52-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/77/f5/21d2de20e8b8b0408f0681956ca2c69f1320a3848ac50e6e7f39c6159675/babel-2.18.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/2d/ea/d6230cc9772edca0fd8c91638dc1c2e2def09b9a22cfabe6532906e96aea/basenji2_pytorch-0.1.2-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/71/cc/18245721fa7747065ab478316c7fea7c74777d07f37ae60db2e84f8172e8/beartype-0.22.9-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/1a/39/47f9197bdd44df24d67ac8893641e16f386c984a0619ef2ee4c51fbbc019/beautifulsoup4-4.14.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/cd/3a/577b549de0cc09d95f11087ee63c739bba856cd3952697eec4c4bb91350a/bleach-6.3.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e6/ad/3cc14f097111b4de0040c83a525973216457bbeeb63739ef1ed275c1c021/certifi-2026.1.4-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/a7/06/3d6badcf13db419e25b07041d9c7b4a2c331d3f4e7134445ec5df57714cd/coloredlogs-15.0.1-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/60/97/891a0971e1e4a8c5d2b20bbe0e524dc04548d2307fee33cdeba148fd4fc7/comm-0.2.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/cc/8f/ec6289987824b29529d0dfda0d74a07cec60e54b9c92f3c9da4c0ac732de/contourpy-1.3.3-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/28/53/21f7b97e82772caa61541348427f42435120b32961c92d16f9c8ce9757d6/cslug-1.0.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/a9/c1/dabe88f52c3e3760d861401bb994df08f672ec893b8f7592dc91626adcf3/cuda_bindings-12.9.4-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/0b/02/4dbe7568a42e46582248942f54dc64ad094769532adbe21e525e4edf7bc4/cuda_pathfinder-1.3.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e7/05/c19819d5e3d95294a6f5947fb9b9629efb316b96de511b418c53d245aae6/cycler-0.12.1-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/1c/7c/996760c30f1302704af57c66ff2d723f7d656d0d0b93563b5528a51484bb/cyclopts-4.5.1-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/66/cd/1b1162b2fae62116ee0fd18f603320b0b44706be5d3e0c932d87fefda95e/cyvcf2-0.31.4-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/00/ba/8d8aa1df96e0666752e5c9d406d440495df2014d315b2a95bbef9856b23e/datafusion-50.1.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/e0/c3/7f67dea8ccf8fdcb9c99033bbe3e90b9e7395415843accb81428c441be2d/debugpy-1.8.20-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/4e/8c/f3147f5c4b73e7550fe5f9352eaa956ae838d5c51eb58e7a25b9f3e2643b/decorator-5.2.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/07/6c/aa3f2f849e01cb6a001cd8554a88d4c77c5c1a31c95bdf1cf9301e6d9ef4/defusedxml-0.7.1-py2.py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/55/e2/2537ebcff11c1ee1ff17d8d0b6f4db75873e3b0fb32c2d4a2ee31ecb310a/docstring_parser-0.17.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/02/10/5da547df7a391dcde17f59520a231527b8571e6f46fc8efb02ccb370ab12/docutils-0.22.4-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/2a/09/f8d8f8f31e4483c10a906437b4ce31bdf3d6d417b73fe33f1a8b59e34228/einops-0.8.2-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/ae/f0/c8694e6cdd9032d98cb675bfd9a8799607b95fcb48f97127f3efe420b7aa/genoray-2.1.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/cb/a8/20d0723294217e47de6d9e2e40fd4a9d2f7c4b6ef974babd482a59743694/fastjsonschema-2.21.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/b5/36/7fb70f04bf00bc646cd5bb45aa9eddb15e19437a28b8fb2b4a5249fac770/filelock-3.20.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/b7/37/82dbef0f6342eb01f54bca073ac1498433d6ce71e50c3c3282b655733b31/fonttools-4.61.1-cp312-cp312-manylinux1_x86_64.manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_5_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/6a/bd/d91c5e39f490a49df14320f4e8c80161cfcce09f1e2cde1edd16a551abb3/frozenlist-1.8.0-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/e6/ab/fb21f4c939bb440104cc2b396d3be1d9b7a9fd3c6c2a53d98c45b3d7c954/fsspec-2026.2.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/bc/74/2ab78ae878d9994abeb3baa026057fd3cd7388916a55ac8bf7000c2718e5/genoray-2.1.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/04/4b/29cac41a4d98d144bf5f6d33995617b185d14b22401f75ca86f384e87ff1/h11-0.16.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/ac/8e/0eccb528701273640dd4f13678a0c1352176166aecd1ee7f4fa29355132b/hirola-0.3.0-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/f0/0f/310fb31e39e2d734ccaa2c0fb981ee41f7bd5056ce9bc29b2248bd569169/humanfriendly-10.0-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/0e/61/66938bbb5fc52dbdf84594873d5b51fb1f7c7794e9c0f5bd885f30bc507b/idna-3.11-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/ff/62/85c4c919272577931d407be5ba5d71c20f0b616d31a0befe0ae45bb79abd/imagesize-1.4.1-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/82/b9/e73d5d9f405cba7706c539aa8b311b49d4c2f3d698d9c12f815231169c71/ipykernel-7.2.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/3d/aa/898dec789a05731cd5a9f50605b7b44a72bd198fd0d4528e11fc610177cc/ipython-9.10.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/d9/33/1f075bf72b0b747cb3288d011319aaf64083cf2efef8354174e3ed4540e2/ipython_pygments_lexers-1.1.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/56/6d/0d9848617b9f753b87f214f1c682592f7ca42de085f564352f10f0843026/ipywidgets-8.1.8-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/c0/5a/9cac0c82afec3d09ccd97c8b6502d48f165f9124db81b4bcb90b4af974ee/jedi-0.19.2-py2.py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/7b/91/984aca2ec129e2757d1e4e3c81c3fcda9d0f85b74670a094cc443d9ee949/joblib-1.5.3-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/cc/e4/d71e71edc972d534f51cff72fa30edb8b0e5df109b2e5ae67a3985faebb9/joblib_progress-1.0.6-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/69/90/f63fb5873511e014207a475e2bb4e8b2e570d655b00ac19a9a0ca0a385ee/jsonschema-4.26.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/41/45/1a4ed80516f02155c51f51e8cedb3c1902296743db0bbc66608a0db2814f/jsonschema_specifications-2025.9.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/2d/0b/ceb7694d864abc0a047649aec263878acb9f792e1fec3e676f22dc9015e3/jupyter_client-8.8.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e7/e7/80988e32bf6f73919a113473a604f5a8f09094de312b9d52b79c2df7612b/jupyter_core-5.9.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/b1/dd/ead9d8ea85bf202d90cc513b533f9c363121c7792674f78e0d8a854b63b4/jupyterlab_pygments-0.3.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/ab/b5/36c712098e6191d1b4e349304ef73a8d06aed77e56ceaac8c0a306c7bda1/jupyterlab_widgets-3.0.16-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/70/90/6d240beb0f24b74371762873e9b7f499f1e02166a2d9c5801f4dbf8fa12e/kiwisolver-1.4.9-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/de/73/3d757cb3fc16f0f9794dd289bcd0c4a031d9cf54d8137d6b984b2d02edf3/lightning_utilities-0.15.2-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/62/af/c3df8a3f26c3cff7730ab1cb7c7a4c899f8c4fb4acd9020150d1599575ac/llvmlite-0.42.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/0c/29/0348de65b8cc732daa3e33e67806420b2ae89bdce2b04af740289c5c6c8c/loguru-0.7.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/3e/f3/c5195b1ae57ef85339fd7285dfb603b22c8b4e79114bae5f4f0fcf688677/matplotlib-3.10.8-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/af/33/ee4519fa02ed11a94aef9559552f3b17bb863f2ecfe1a35dc7f548cde231/matplotlib_inline-0.2.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/9b/f7/4a5e785ec9fbd65146a27b6b70b6cdc161a66f2024e4b04ac06a67f5578b/mistune-3.2.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/4e/ca/03624e017e5ee2d7ce8a08d89f81c1e535eb3c30d7b2dc4a435ea3fbbeae/mkdocs_glightbox-0.5.2-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/a4/8e/469e5a4a2f5855992e425f3cb33804cc07bf18d48f2db061aec61ce50270/more_itertools-10.8.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/43/e3/7d92a15f894aa0c9c4b49b8ee9ac9850d6e63b03c9c32c0367a13ae62209/mpmath-1.3.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/f3/8d/5e5be3ced1d12966fefb5c4ea3b2a5b480afcea36406559442c6e31d4a48/multidict-6.7.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/79/7b/2c79738432f5c924bef5071f933bcc9efd0473bac3b4aa584a6f7c1c8df8/mypy_extensions-1.1.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/d3/ac/686789b9145413f1a61878c407210e41bfdb097976864e0913078b24098c/myst_parser-5.0.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/ef/82/7a9d0550484a62c6da82858ee9419f3dd1ccc9aa1c26a1e43da3ecd20b0d/natsort-8.4.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/83/a0/5b0c2f11142ed1dddec842457d3f65eaf71a0080894eb6f018755b319c3a/nbclient-0.10.4-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/0d/4b/8d5f796a792f8a25f6925a96032f098789f448571eb92011df1ae59e8ea8/nbconvert-7.17.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/a9/82/0340caa499416c78e5d8f5f05947ae4bc3cba53c9f038ab6e9ed964e22f1/nbformat-5.10.4-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/03/78/843bcf0cf31f88d2f8a9a063d2d80817b1901657d83d65b89b3aa835732e/nbsphinx-0.9.8-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/40/03/f5d0b979c6a1f8a8a11ba115a7c5b145671f092372a4ede164dc2597c466/ncls-0.0.70-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/47/ab/ef2605f0463889ea8934feb84ac71c3b3c562bd25bb0fda690ba46ee2fbe/numba-0.59.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/a0/c4/c2971a3ba4c6103a3d10c4b0f24f461ddc027f0f09763220cf35ca1401b3/nest_asyncio-1.6.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/9e/c9/b2622292ea83fbb4ec318f5b9ab867d0a28ab43c5717bb85b0a5f6b3b0a4/networkx-3.6.1-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/a9/a6/aa38bddc9f8d90e5ce14023f06ccbf642ab5d507da1ffafb031c0f332dc6/numerary-0.4.4-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/af/eb/ff4b8c503fa1f1796679dce648854d58751982426e4e4b37d6fce49d259c/nvidia_cublas_cu12-12.6.4.1-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/49/60/7b6497946d74bcf1de852a21824d63baad12cd417db4195fc1bfe59db953/nvidia_cuda_cupti_cu12-12.6.80-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/75/2e/46030320b5a80661e88039f59060d1790298b4718944a65a7f2aeda3d9e9/nvidia_cuda_nvrtc_cu12-12.6.77-py3-none-manylinux2014_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/e1/23/e717c5ac26d26cf39a27fbc076240fad2e3b817e5889d671b67f4f9f49c5/nvidia_cuda_runtime_cu12-12.6.77-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/ba/51/e123d997aa098c61d029f76663dedbfb9bc8dcf8c60cbd6adbe42f76d049/nvidia_cudnn_cu12-9.10.2.21-py3-none-manylinux_2_27_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/8f/16/73727675941ab8e6ffd86ca3a4b7b47065edcca7a997920b831f8147c99d/nvidia_cufft_cu12-11.3.0.4-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/b2/66/cc9876340ac68ae71b15c743ddb13f8b30d5244af344ec8322b449e35426/nvidia_cufile_cu12-1.11.1.6-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/73/1b/44a01c4e70933637c93e6e1a8063d1e998b50213a6b65ac5a9169c47e98e/nvidia_curand_cu12-10.3.7.77-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/f0/6e/c2cf12c9ff8b872e92b4a5740701e51ff17689c4d726fca91875b07f655d/nvidia_cusolver_cu12-11.7.1.2-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/06/1e/b8b7c2f4099a37b96af5c9bb158632ea9e5d9d27d7391d7eb8fc45236674/nvidia_cusparse_cu12-12.5.4.2-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/56/79/12978b96bd44274fe38b5dde5cfb660b1d114f70a65ef962bcbbed99b549/nvidia_cusparselt_cu12-0.7.1-py3-none-manylinux2014_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/6e/89/f7a07dc961b60645dbbf42e80f2bc85ade7feb9a491b11a1e973aa00071f/nvidia_nccl_cu12-2.27.5-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/9d/d7/c5383e47c7e9bf1c99d5bd2a8c935af2b6d705ad831a7ec5c97db4d82f4f/nvidia_nvjitlink_cu12-12.6.85-py3-none-manylinux2010_x86_64.manylinux_2_12_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/b5/09/6ea3ea725f82e1e76684f0708bbedd871fc96da89945adeba65c3835a64c/nvidia_nvshmem_cu12-3.4.5-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/56/9a/fff8376f8e3d084cd1530e1ef7b879bb7d6d265620c95c1b322725c694f4/nvidia_nvtx_cu12-12.6.77-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/0f/66/ec27ebb35fff4f3c48c9d20847c5f4abaaa7ce8bef562af7fb10605e5183/oxbow-0.5.1-cp39-abi3-manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/bf/2e/9211f09bedb04f9832122942de8b051804b31a39cfbad199a819bb88d9f3/pandas-3.0.0-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/75/7b/03299e4ccc5e3cfb0f9e234207ac43ef08b3ba6c4c2882c890e550ceadba/pandera-0.29.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/ef/af/4fbc8cab944db5d21b7e2a5b8e9211a03a79852b1157e2c102fcc61ac440/pandocfilters-1.5.1-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/b6/61/fae042894f4296ec49e3f193aff5d7c18440da9e48102c3315e1bc4519a7/parso-0.8.6-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/9e/c3/059298687310d527a58bb01f3b1965787ee3b40dce76752eda8b44e9a2c5/pexpect-4.9.0-py2.py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/96/b2/b5d342944cce1cd9ea4dd4ba16e70f77d99a915137bbb364e0bbc188f2a1/pgenlib-0.93.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/5b/bc/246f452431c592a2a424050e8bb9ccf494fb47613fd97c912f4d573a5e3b/phantom_types-3.0.2-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/08/75/ec73e38812bca7c2240aff481b9ddff20d1ad2f10dee4b3353f5eeaacdab/polars-1.37.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/11/8f/48d0b77ab2200374c66d344459b8958c86693be99526450e7aee714e03e4/pillow-12.1.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/0a/49/737c1a6273c585719858261753da0b688454d1b634438ccba8a9c4eb5aab/polars-1.38.1-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/c1/66/4f1f8decc506e7a561245982832e4ab87d95e6b08b1b9ec657f2c91ad5e1/polars_bio-0.20.1-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/aa/e1/fed85aa50b0ad75d4b3cae94962148b4f03338b240a74afdc8400c73203f/polars_config_meta-0.3.2-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/eb/21/9b55bea940524324625b1e8fd96233290303eb1bf2c23b54573487bbbc25/polars_runtime_32-1.37.1-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/f2/5a/61d60ec5cc0ab37cbd5a699edb2f9af2875b7fdfdfb2a4608ca3cc5f0448/polars_runtime_32-1.38.1-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/2a/2d/d4bf65e47cea8ff2c794a600c4fd1273a7902f268757c531e0ee9f18aa58/pooch-1.9.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/46/4b/3aae6835b8e5f44ea6a68348ad90f78134047b503765087be2f9912140ea/propcache-0.4.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/b5/70/5d8df3b09e25bce090399cf48e452d25c935ab72dad19406c77f4e828045/psutil-7.2.2-cp36-abi3-manylinux2010_x86_64.manylinux_2_12_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/22/a6/858897256d0deac81a172289110f31629fc4cee19b6f01283303e18c8db3/ptyprocess-0.7.0-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/8e/37/efad0257dc6e593a18957422533ff0f87ede7c9c6ea010a2177d738fb82f/pure_eval-0.2.3-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/ad/90/2660332eeb31303c13b653ea566a9918484b6e4d6b9d2d46879a33ab0622/pyarrow-21.0.0-cp312-cp312-manylinux_2_28_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/7a/f6/51d8a97116de23c9280c1fa3b813bc088f8571ce5936ba84af1ecf13ed45/pybigwig-0.3.25-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/5a/87/b70ad306ebb6f9b585f114d0ac2137d792b48be34d732d60e597c2f8465a/pydantic-2.12.5-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/0d/76/941cc9f73529988688a665a5c0ecff1112b3d95ab48f81db5f7606f522d3/pydantic_core-2.41.5-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/e7/d3/c622950d87a2ffd1654208733b5bd1c5645930014abed8f4c0d74863988b/pydata_sphinx_theme-0.15.4-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/10/bd/c038d7cc38edc1aa5bf91ab8068b63d4308c66c4c8bb3cbba7dfbc049f9c/pyparsing-3.3.2-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/83/89/35ea267fb12e608529f0df315aff200171e555623cb38b2e4444592ce872/pyranges-0.1.4-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/df/a6/c100df6c8118b4ce1f9c086bb9cf5bccd4f71d05ceb2ecf474f3b0ea87b8/pysam-0.23.3-cp312-cp312-manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/ec/57/56b9bcc3c9c6a792fcbaf139543cee77261f3651ca9da0c93f5c1221264b/python_dateutil-2.9.0.post0-py2.py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/0e/93/c8c361bf0a2fe50f828f32def460e8b8a14b93955d3fd302b1a9b63b19e4/pytorch_lightning-2.6.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/f8/9b/c108cdb55560eaf253f0cbdb61b29971e9fb34d9c3499b0e96e4e60ed8a5/pyzmq-27.1.0-cp312-abi3-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/2c/58/ca301544e1fa93ed4f80d724bf5b194f6e4b945841c5bfd555878eea9fcb/referencing-0.37.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/1e/db/4254e3eabe8020b458f1a747140d32277ec7a271daf1d235b70dc0b4e6e3/requests-2.32.5-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/13/2f/b4530fbf948867702d0a3f27de4a6aab1d156f406d72852ab902c4d04de9/rich_rst-1.3.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/04/54/6f679c435d28e0a568d8e8a7c0a93a09010818634c3c3907fc98d8983770/roman_numerals-4.1.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/60/1b/6f8f29f3f995c7ffdde46a626ddccd7c63aefc0efae881dc13b6e5d5bb16/rpds_py-0.30.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/d1/fe/66d73b76d378ba8cc2fe605920c0c75092e3a65ae746e1e767d9d020a75a/scipy-1.17.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/83/11/00d3c3dfc25ad54e731d91449895a79e4bf2384dc3ac01809010ba88f6d5/seaborn-0.13.2-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/f0/04/c3ae4a77e8cfa647b9177e727a7e80f64b160b65ad0db0dcb3738a4ef4a0/selectolax-0.4.6-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/1b/65/660dc677efe782d15cd2506d70b9f0a403341ce6891d97eed376a1bd7227/seqpro-0.9.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/e1/c6/76dc613121b793286a3f91621d7b75a2b493e0390ddca50f11993eadf192/setuptools-82.0.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/b7/ce/149a00dd41f10bc29e5921b496af8b574d8413afcd5e30dfa0ed46c2cc5e/six-1.17.0-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/c8/78/3565d011c61f5a43488987ee32b6f3f656e7f107ac2782dd57bdd7d91d9a/snowballstemmer-3.0.1-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/6b/a4/bd8ad7d1cf66268219f282d4268b6ba73f8ff51c5fba2c9663adab103615/sorted_nearest-0.0.41.tar.gz
+      - pypi: https://files.pythonhosted.org/packages/46/2c/1462b1d0a634697ae9e55b3cecdcb64788e8b7d63f54d923fcd0bb140aed/soupsieve-2.8.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/73/f7/b1884cb3188ab181fc81fa00c266699dab600f927a964df02ec3d5d1916a/sphinx-9.1.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/d7/20/56411b52f917696995f5ad27d2ea7e9492c84a043c5b49a3a3173573cd93/sphinx_autobuild-2025.8.25-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e5/6a/877e8a6ea52fc86d88ce110ebcfe4f8474ff590d8a8d322909673af3da7b/sphinx_autodoc_typehints-3.6.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/51/9e/c41d68be04eef5b6202b468e0f90faf0c469f3a03353f2a218fd78279710/sphinx_book_theme-1.1.4-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/5d/85/9ebeae2f76e9e77b952f4b274c27238156eae7979c5421fba91a28f4970d/sphinxcontrib_applehelp-2.0.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/35/7a/987e583882f985fe4d7323774889ec58049171828b58c2217e7f79cdf44e/sphinxcontrib_devhelp-2.0.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/0a/7b/18a8c0bcec9182c05a0b3ec2a776bba4ead82750a55ff798e8d406dae604/sphinxcontrib_htmlhelp-2.1.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/c2/42/4c8646762ee83602e3fb3fbe774c2fac12f317deb0b5dbeeedd2d3ba4b77/sphinxcontrib_jsmath-1.0.1-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/27/83/859ecdd180cacc13b1f7e857abf8582a64552ea7a061057a6c716e790fce/sphinxcontrib_qthelp-2.0.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/52/a7/d2782e4e3f77c8450f727ba74a8f12756d5ba823d81b941f1b04da9d033a/sphinxcontrib_serializinghtml-2.0.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/f1/7b/ce1eafaf1a76852e2ec9b22edecf1daa58175c090266e9f6c64afcd81d91/stack_data-0.6.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/81/0d/13d1d239a25cbfb19e740db83143e95c772a1fe10202dda4b76792b114dd/starlette-0.52.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/a2/09/77d55d46fd61b4a135c444fc97158ef34a095e5681d0a6c10b75bf356191/sympy-1.14.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/40/44/4a5f08c96eb108af5cb50b41f76142f0afa346dfa99d5296fe7202a11854/tabulate-0.9.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/08/59/8d381a2cfe8d36c4f4ff9f94769ff2809bfc16014d888360b0e24c7e5c6b/tbb-2022.3.1-py2.py3-none-manylinux_2_28_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/a1/a4/38e8b5a27b66ab286168ba6c449771ed71d71ec76524e7f12401474a5151/tcmlib-1.4.1-py2.py3-none-manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/e6/34/ebdc18bae6aa14fbee1a08b63c015c72b64868ff7dae68808ab500c492e2/tinycss2-1.4.0-py3-none-any.whl
+      - pypi: https://download.pytorch.org/whl/cu126/torch-2.10.0%2Bcu126-cp312-cp312-manylinux_2_28_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/72/25/973bd6128381951b23cdcd8a9870c6dcfc5606cb864df8eabd82e529f9c1/torchinfo-1.8.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/02/21/aa0f434434c48490f91b65962b1ce863fdcce63febc166ca9fe9d706c2b6/torchmetrics-1.8.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/50/d4/e51d52047e7eb9a582da59f32125d17c0482d065afd5d3bc435ff2120dc5/tornado-6.5.4-cp39-abi3-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/16/e1/3079a9ff9b8e11b846c6ac5c8b5bfb7ff225eee721825310c91b3b50304f/tqdm-4.67.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/00/c0/8f5d070730d7836adc9c9b6408dec68c6ced86b304a9b26a14df072a6e8c/traitlets-5.14.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/ab/a8/cdf8b3e4c98132f965f88c2313a4b493266832ad47fb52f23d14d4f86bb5/triton-3.6.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/1b/a9/e3aee762739c1d7528da1c3e06d518503f8b6c439c35549b53735ba52ead/typeguard-4.4.4-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/65/f3/107a22063bf27bdccf2024833d3445f4eea42b2e598abfbd46f6a63b6cb0/typing_inspect-0.9.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/dc/9b/47798a6c91d8bdb567fe2698fe81e0c6b7cb7ef4d13da4114b41d239f65d/typing_inspection-0.4.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/39/08/aaaad47bc4e9dc8c725e68f9d04865dbcb2052843ff09c97b08904852d84/urllib3-2.6.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/3d/d8/2083a1daa7439a66f3a48589a57d576aa117726762618f6bb09fe3798796/uvicorn-0.40.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/cf/68/5707da262a119fb06fbe214d82dd1fe4a6f4af32d2d14de368d0349eb52a/watchfiles-1.1.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/f4/24/2a3e3df732393fed8b3ebf2ec078f05546de641fe1b667ee316ec1dcf3b7/webencodings-0.5.1-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/18/29/71729b4671f21e1eaa5d6573031ab810ad2936c8175f03f97f3ff164c802/websockets-16.0-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/3f/0e/fa3b193432cfc60c93b42f3be03365f5f909d2b3ea410295cf36df739e31/widgetsnbextension-4.0.15-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/db/0f/0d52c98b8a885aeda831224b78f3be7ec2e1aa4a62091f9f9188c3c65b56/yarl-1.22.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/53/60/7be26e610767316c028a2cbedb9a3beabdbe33e2182c373f71a1c0b88f36/zstandard-0.25.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
       - pypi: ./
-  docs-gpu:
+  no-torch:
     channels:
     - url: https://conda.anaconda.org/conda-forge/
     - url: https://conda.anaconda.org/bioconda/
@@ -1097,265 +1042,116 @@ environments:
       linux-64:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_gnu.tar.bz2
-      - conda: https://conda.anaconda.org/conda-forge/noarch/_python_abi3_support-1.0-hd8ed1ab_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/accessible-pygments-0.0.5-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/alabaster-1.0.0-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/alsa-lib-1.2.15.3-hb03c661_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/anyio-4.12.1-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/argcomplete-3.6.3-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/asttokens-3.0.1-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/attrs-25.4.0-pyhcf101f3_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/babel-2.17.0-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/backports.zstd-1.3.0-py312h90b7ffd_0.conda
       - conda: https://conda.anaconda.org/bioconda/linux-64/bcftools-1.23-h3a4d415_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/beautifulsoup4-4.14.3-pyha770c72_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/bleach-6.3.0-pyhcf101f3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/bleach-with-css-6.3.0-h5f6438b_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/brotli-1.2.0-hed03a55_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/brotli-bin-1.2.0-hb03c661_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/brotli-python-1.2.0-py312hdb49522_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-hda65f42_8.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/c-ares-1.34.6-hb03c661_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2026.1.4-hbd8a1cb_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/cairo-1.18.4-h3394656_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/certifi-2026.1.4-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/charset-normalizer-3.4.4-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/click-8.3.1-pyh8f84b5b_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/colorama-0.4.6-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/comm-0.2.3-pyhe01879c_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/commitizen-4.13.4-py312h7900ff3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/contourpy-1.3.3-py312h0a2e395_4.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/coverage-7.13.3-py312h8a5da7c_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/cpython-3.12.12-py312hd8ed1ab_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/cycler-0.12.1-pyhcf101f3_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/cyrus-sasl-2.1.28-hd9c7081_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/dbus-1.16.2-h24cb091_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/debugpy-1.8.20-py312h8285ef7_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/commitizen-4.13.5-py310hff52083_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/coverage-7.13.3-py310h3406613_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/decli-0.6.3-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/decopatch-1.4.10-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/decorator-5.2.1-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/defusedxml-0.7.1-pyhd8ed1ab_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/noarch/deprecated-1.3.1-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/docutils-0.22.4-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/double-conversion-3.3.1-h5888daf_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/elfutils-0.194-h849f50c_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/exceptiongroup-1.3.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/executing-2.2.1-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/font-ttf-dejavu-sans-mono-2.37-hab24e00_0.tar.bz2
-      - conda: https://conda.anaconda.org/conda-forge/noarch/font-ttf-inconsolata-3.000-h77eed37_0.tar.bz2
-      - conda: https://conda.anaconda.org/conda-forge/noarch/font-ttf-source-code-pro-2.038-h77eed37_0.tar.bz2
-      - conda: https://conda.anaconda.org/conda-forge/noarch/font-ttf-ubuntu-0.83-h77eed37_3.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/fontconfig-2.15.0-h7e30c49_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/fonts-conda-ecosystem-1-0.tar.bz2
-      - conda: https://conda.anaconda.org/conda-forge/noarch/fonts-conda-forge-1-hc364b38_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/fonttools-4.61.1-py312h8a5da7c_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/freetype-2.14.1-ha770c72_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/gmp-6.3.0-hac33072_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/gnutls-3.8.11-h18acefa_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/graphite2-1.3.14-hecca717_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/gsl-2.7-he838d99_0.tar.bz2
-      - conda: https://conda.anaconda.org/conda-forge/noarch/h11-0.16.0-pyhcf101f3_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/h2-4.3.0-pyhcf101f3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/harfbuzz-12.2.0-h15599e2_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/hpack-4.1.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/bioconda/linux-64/htslib-1.23-h566b1c6_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/hyperframe-6.1.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/icecream-2.1.10-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/icu-75.1-he02047a_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/idna-3.11-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/imagesize-1.4.1-pyhd8ed1ab_0.tar.bz2
-      - conda: https://conda.anaconda.org/conda-forge/noarch/importlib-metadata-8.6.1-pyha770c72_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/icu-78.2-h33c6efd_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/iniconfig-2.3.0-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/ipykernel-7.1.0-pyha191276_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/ipython-9.10.0-pyh53cf698_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/ipython_pygments_lexers-1.1.1-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/ipywidgets-8.1.8-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/jedi-0.19.2-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/jinja2-3.1.6-pyhcf101f3_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/jsonschema-4.26.0-pyhcf101f3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/jsonschema-specifications-2025.9.1-pyhcf101f3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/jupyter_client-8.8.0-pyhcf101f3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/jupyter_core-5.9.1-pyhc90fa1f_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/jupyterlab_pygments-0.3.0-pyhd8ed1ab_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/jupyterlab_widgets-3.0.16-pyhcf101f3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/keyutils-1.6.3-hb9d3cd8_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/kiwisolver-1.4.9-py312h0a2e395_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/krb5-1.21.3-h659f571_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/lcms2-2.17-h717163a_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.45.1-default_hbd61a6d_100.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/lerc-4.0.0-h0aef613_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.45.1-default_hbd61a6d_101.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libarchive-3.8.5-gpl_hc2c16d8_100.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libblas-3.11.0-5_h4a7cf45_openblas.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libbrotlicommon-1.2.0-hb03c661_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libbrotlidec-1.2.0-hb03c661_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libbrotlienc-1.2.0-hb03c661_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libcblas-3.11.0-5_h0358290_openblas.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libclang-cpp21.1-21.1.8-default_h99862b1_3.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libclang13-21.1.8-default_h746c552_3.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libcups-2.3.3-hb8b1518_5.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libcurl-8.18.0-h4e3cde8_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libdeflate-1.22-hb9d3cd8_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libdrm-2.4.125-hb03c661_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libedit-3.1.20250104-pl5321h7949ede_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libegl-1.7.0-ha4b6fd6_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libev-4.33-hd590300_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.7.3-hecca717_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libffi-3.5.2-h3435931_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libfreetype-2.14.1-ha770c72_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libfreetype6-2.14.1-h73754d4_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libgcc-15.2.0-he0feb66_17.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-15.2.0-h69a702a_17.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libgfortran-15.2.0-h69a702a_17.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libgfortran5-15.2.0-h68bc16d_17.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libgl-1.7.0-ha4b6fd6_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libglib-2.86.2-h32235b2_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libglvnd-1.7.0-ha4b6fd6_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libglx-1.7.0-ha4b6fd6_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libgomp-15.2.0-he0feb66_17.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libiconv-1.18-h3b78370_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libidn2-2.3.8-hfac485b_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libjpeg-turbo-3.1.2-hb03c661_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/liblapack-3.11.0-5_h47877c9_openblas.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libllvm21-21.1.8-hf7376ad_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libllvm14-14.0.6-hcd5def8_4.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/liblzma-5.8.2-hb03c661_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libmicrohttpd-1.0.2-hc2fc477_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libnghttp2-1.67.0-had1ee68_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libnsl-2.0.1-hb9d3cd8_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libntlm-1.8-hb9d3cd8_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libopenblas-0.3.30-pthreads_h94d23a6_4.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libopengl-1.7.0-ha4b6fd6_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libpciaccess-0.18-hb9d3cd8_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libpng-1.6.54-h421ea60_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libpq-17.7-h5c52fec_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libsodium-1.0.20-h4ab18f5_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.51.2-h0c1763c_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.51.2-hf4e2dac_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libssh2-1.11.1-hcf80075_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-15.2.0-h934c35e_17.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-ng-15.2.0-hdf11a46_17.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libtasn1-4.21.0-hb03c661_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libtiff-4.7.0-hc4654cb_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libunistring-0.9.10-h7f98852_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libunwind-1.8.3-h65a8314_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.41.3-h5347b49_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libvulkan-loader-1.4.341.0-h5279c79_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libwebp-base-1.6.0-hd42ef1d_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libxcb-1.17.0-h8a09558_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libxcrypt-4.4.36-hd590300_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libxkbcommon-1.13.1-hca5e8e5_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libxml2-16-2.15.1-ha9997c6_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libxml2-2.15.1-h26afc86_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libxslt-1.1.43-h711ed8c_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libxml2-16-2.15.1-hca6bf5a_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libxml2-2.15.1-he237659_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.1-hb9d3cd8_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/linkify-it-py-2.0.3-pyhd8ed1ab_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/llvmlite-0.42.0-py310h1b8f574_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/lz4-c-1.10.0-h5888daf_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/lzo-2.10-h280c20c_1002.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/makefun-1.16.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/markdown-it-py-4.0.0-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/markupsafe-3.0.3-py312h8a5da7c_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/matplotlib-3.10.8-py312h7900ff3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/matplotlib-base-3.10.8-py312he3d6523_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/matplotlib-inline-0.2.1-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/markupsafe-3.0.3-py310h3406613_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/maturin-1.11.5-py310hb4e1661_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mdit-py-plugins-0.5.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mdurl-0.1.2-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/memray-1.19.1-py312ha9ecdfb_3.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/mistune-3.2.0-pyhcf101f3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/munkres-1.1.4-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/myst-parser-5.0.0-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/nbclient-0.10.4-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/nbconvert-7.17.0-h14065e2_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/nbconvert-core-7.17.0-pyhcf101f3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/nbconvert-pandoc-7.17.0-hc3985f0_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/nbformat-5.10.4-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/nbsphinx-0.9.8-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/memray-1.19.1-py310hbdcf458_3.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h2d0b736_3.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/nest-asyncio-1.6.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/nettle-3.10.1-h4a9d5aa_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/numpy-1.26.4-py312heda63a1_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/openjpeg-2.5.3-h55fea9a_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/openldap-2.6.10-he970967_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/numba-0.59.1-py310h7dc5dd1_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/numpy-1.26.4-py310hb13e2d6_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/openssl-3.6.1-h35e630c_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/p11-kit-0.26.1-h3435931_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/p11-kit-0.26.2-h3435931_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/packaging-26.0-pyhcf101f3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/pandas-3.0.0-py312h8ecdadd_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/pandoc-3.9-ha770c72_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/pandocfilters-1.5.0-pyhd8ed1ab_0.tar.bz2
-      - conda: https://conda.anaconda.org/conda-forge/noarch/parso-0.8.5-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/patchelf-0.17.2-h58526e2_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/patsy-1.0.2-pyhcf101f3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/pcre2-10.46-h1321c63_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/perl-5.32.1-7_hd590300_perl5.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/pexpect-4.9.0-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/pillow-11.3.0-py312h7b42cdd_3.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/pixman-0.46.4-h54a6638_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/platformdirs-4.5.1-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/bioconda/linux-64/plink2-2.0.0a.6.9-h9948957_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/noarch/pluggy-1.6.0-pyhf9edf01_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/prek-0.3.1-hb17b654_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/prek-0.3.2-hb17b654_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/prompt-toolkit-3.0.51-pyha770c72_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/prompt_toolkit-3.0.51-hd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/psutil-7.2.2-py312h5253ce2_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/pthread-stubs-0.4-hb9d3cd8_1002.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/ptyprocess-0.7.0-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/pure_eval-0.2.3-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/py-cpuinfo-9.0.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/py-spy-0.4.1-he182f42_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/pydata-sphinx-theme-0.15.4-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pygments-2.19.2-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/pyparsing-3.3.2-pyhcf101f3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/pyside6-6.9.2-py312h9da60e5_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/pysocks-1.7.1-pyha55dd90_7.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pytest-9.0.2-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pytest-benchmark-5.2.3-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pytest-cases-3.9.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pytest-cov-7.0.0-pyhcf101f3_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/python-3.12.12-hd63d673_2_cpython.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/python-dateutil-2.9.0.post0-pyhe01879c_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/python-fastjsonschema-2.21.2-pyhe01879c_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/python-gil-3.12.12-hd8ed1ab_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.12-8_cp312.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/pytz-2025.2-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/pyyaml-6.0.3-py312h8a5da7c_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/pyzmq-27.1.0-py312hfb55c3c_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/qhull-2020.2-h434a139_5.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/qt6-main-6.9.2-h994258b_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/python-3.10.19-h3c07f61_3_cpython.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.10-8_cp310.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/pyyaml-6.0.3-py310h3406613_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/questionary-2.1.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/readline-8.3-h853b02a_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/referencing-0.37.0-pyhcf101f3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/requests-2.32.5-pyhcf101f3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/rich-14.3.2-pyhcf101f3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/roman-numerals-4.1.0-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/rpds-py-0.30.0-py312h868fb18_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/ruff-0.15.0-h40fa522_0.conda
       - conda: https://conda.anaconda.org/bioconda/linux-64/samtools-1.23-h96c455f_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/scipy-1.17.0-py312h54fa4ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/seaborn-0.13.2-hd8ed1ab_3.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/seaborn-base-0.13.2-pyhd8ed1ab_3.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/shellingham-1.5.4-pyhd8ed1ab_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/six-1.17.0-pyhe01879c_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/snowballstemmer-3.0.1-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/soupsieve-2.8.3-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/sphinx-9.1.0-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/sphinx-autobuild-2025.8.25-pyhcf101f3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/sphinx-autodoc-typehints-3.6.2-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/sphinx-book-theme-1.1.4-pyh29332c3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/sphinxcontrib-applehelp-2.0.0-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/sphinxcontrib-devhelp-2.0.0-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/sphinxcontrib-htmlhelp-2.1.0-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/sphinxcontrib-jsmath-1.0.1-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/sphinxcontrib-qthelp-2.0.0-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/sphinxcontrib-serializinghtml-1.1.10-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/stack_data-0.6.3-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/starlette-0.52.1-pyhfdc7a7d_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/statsmodels-0.14.6-py312h4f23490_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/termcolor-3.3.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/textual-7.5.0-pyhcf101f3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/tinycss2-1.5.1-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_h366c992_103.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/tomli-2.4.0-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/tomlkit-0.14.0-pyha770c72_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/tornado-6.5.3-py312h4c3975b_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/traitlets-5.14.3-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/typer-0.21.1-pyhf8876ea_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/typer-slim-0.21.1-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/typer-slim-standard-0.21.1-h378290b_0.conda
@@ -1363,135 +1159,82 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/typing_extensions-4.15.0-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2025c-hc9c84f9_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/uc-micro-py-1.0.3-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/unicodedata2-17.0.0-py312h4c3975b_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/urllib3-2.6.3-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/uv-0.9.30-h6dd6661_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/uvicorn-0.40.0-pyhc90fa1f_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/watchfiles-1.1.1-py312h0ccc70a_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/wayland-1.24.0-hd6090a7_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/wcwidth-0.5.3-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/webencodings-0.5.1-pyhd8ed1ab_3.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/websockets-16.0-py312h5253ce2_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/widgetsnbextension-4.0.15-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/wrapt-2.1.1-py312h4c3975b_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xcb-util-0.4.1-h4f16b4b_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xcb-util-cursor-0.1.6-hb03c661_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xcb-util-image-0.4.0-hb711507_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xcb-util-keysyms-0.4.1-hb711507_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xcb-util-renderutil-0.3.10-hb711507_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xcb-util-wm-0.4.2-hb711507_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xkeyboard-config-2.46-hb03c661_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libice-1.1.2-hb9d3cd8_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libsm-1.2.6-he73a12e_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libx11-1.8.12-h4f16b4b_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxau-1.0.12-hb03c661_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxcomposite-0.4.7-hb03c661_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxcursor-1.2.3-hb9d3cd8_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxdamage-1.1.6-hb9d3cd8_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxdmcp-1.1.5-hb03c661_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxext-1.3.7-hb03c661_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxfixes-6.0.2-hb03c661_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxi-1.8.2-hb9d3cd8_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxrandr-1.5.5-hb03c661_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxrender-0.9.12-hb9d3cd8_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxtst-1.2.5-hb9d3cd8_3.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxxf86vm-1.1.7-hb03c661_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/uv-0.10.0-h6dd6661_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/wcwidth-0.6.0-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/wrapt-2.1.1-py310h7c4b9e2_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/yaml-0.2.5-h280c20c_3.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/zeromq-4.3.5-h387f397_9.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/zipp-3.23.0-pyhcf101f3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.7-hb78ec9c_6.conda
-      - pypi: https://files.pythonhosted.org/packages/0f/15/5bf3b99495fb160b63f95972b81750f18f7f4e02ad051373b669d17d44f2/aiohappyeyeballs-2.6.1-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/86/f6/a62cbbf13f0ac80a70f71b1672feba90fdb21fd7abd8dbf25c0105fb6fa3/aiohttp-3.13.3-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/fb/76/641ae371508676492379f16e2fa48f4e2c11741bd63c48be4b12a6b09cba/aiosignal-1.4.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/31/4a/72dc383d1a0d14f1d453e334e3461e229762edb1bf3f75b3ab977e9386ed/arro3_core-0.6.5-cp311-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/f8/50/7d4e10c2285258203e5bfc10142733e0b0f6d8012cb3289a9208e2f1f51f/awkward-2.8.12-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/5a/58/f1f95c653cb41b4a7bda89b509789126e7d131e40bbd0cc0da54fcdf0f84/awkward_cpp-51-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/2d/ea/d6230cc9772edca0fd8c91638dc1c2e2def09b9a22cfabe6532906e96aea/basenji2_pytorch-0.1.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/08/4f/f42ce1840490fd0863bfbc56f28eaaec3bcb4eb322079af9c070111657e5/arro3_core-0.6.5-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/3a/2a/7cc015f5b9f5db42b7d48157e23356022889fc354a2813c15934b7cb5c0e/attrs-25.4.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/77/39/4d8414260c3d83f22029a39e51553c173611b378d62ca391e5ca68e65cfa/awkward-2.9.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/63/2f/ed68a7ee0f76b20b3d8ea3c3dcb06f9c2a2725a95c83cbe0eee65939e750/awkward_cpp-52-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/71/cc/18245721fa7747065ab478316c7fea7c74777d07f37ae60db2e84f8172e8/beartype-0.22.9-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e6/ad/3cc14f097111b4de0040c83a525973216457bbeeb63739ef1ed275c1c021/certifi-2026.1.4-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/a7/06/3d6badcf13db419e25b07041d9c7b4a2c331d3f4e7134445ec5df57714cd/coloredlogs-15.0.1-py2.py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/28/53/21f7b97e82772caa61541348427f42435120b32961c92d16f9c8ce9757d6/cslug-1.0.0-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/a9/c1/dabe88f52c3e3760d861401bb994df08f672ec893b8f7592dc91626adcf3/cuda_bindings-12.9.4-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/0b/02/4dbe7568a42e46582248942f54dc64ad094769532adbe21e525e4edf7bc4/cuda_pathfinder-1.3.3-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/1c/7c/996760c30f1302704af57c66ff2d723f7d656d0d0b93563b5528a51484bb/cyclopts-4.5.1-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/66/cd/1b1162b2fae62116ee0fd18f603320b0b44706be5d3e0c932d87fefda95e/cyvcf2-0.31.4-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/74/ff/9d30128a88df6c795097b6f73218d4a5afcd0e2d74cf2dedd99b28d42cdc/cyvcf2-0.31.4-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/00/ba/8d8aa1df96e0666752e5c9d406d440495df2014d315b2a95bbef9856b23e/datafusion-50.1.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/55/e2/2537ebcff11c1ee1ff17d8d0b6f4db75873e3b0fb32c2d4a2ee31ecb310a/docstring_parser-0.17.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/02/10/5da547df7a391dcde17f59520a231527b8571e6f46fc8efb02ccb370ab12/docutils-0.22.4-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/2a/09/f8d8f8f31e4483c10a906437b4ce31bdf3d6d417b73fe33f1a8b59e34228/einops-0.8.2-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/b5/36/7fb70f04bf00bc646cd5bb45aa9eddb15e19437a28b8fb2b4a5249fac770/filelock-3.20.3-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/6a/bd/d91c5e39f490a49df14320f4e8c80161cfcce09f1e2cde1edd16a551abb3/frozenlist-1.8.0-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/01/c9/97cc5aae1648dcb851958a3ddf73ccd7dbe5650d95203ecb4d7720b4cdbf/fsspec-2026.1.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e6/ab/fb21f4c939bb440104cc2b396d3be1d9b7a9fd3c6c2a53d98c45b3d7c954/fsspec-2026.2.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/ae/f0/c8694e6cdd9032d98cb675bfd9a8799607b95fcb48f97127f3efe420b7aa/genoray-2.1.1-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/ac/8e/0eccb528701273640dd4f13678a0c1352176166aecd1ee7f4fa29355132b/hirola-0.3.0-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/f0/0f/310fb31e39e2d734ccaa2c0fb981ee41f7bd5056ce9bc29b2248bd569169/humanfriendly-10.0-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/c0/d9/53a8b53e75279a953fae608bd01025d9afcf393406c0da1dda1b7f5693c5/hypothesis-6.151.5-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/0e/61/66938bbb5fc52dbdf84594873d5b51fb1f7c7794e9c0f5bd885f30bc507b/idna-3.11-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/fa/5e/f8e9a1d23b9c20a551a8a02ea3637b4642e22c2626e3a13a9a29cdea99eb/importlib_metadata-8.7.1-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/7b/91/984aca2ec129e2757d1e4e3c81c3fcda9d0f85b74670a094cc443d9ee949/joblib-1.5.3-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/cc/e4/d71e71edc972d534f51cff72fa30edb8b0e5df109b2e5ae67a3985faebb9/joblib_progress-1.0.6-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/de/73/3d757cb3fc16f0f9794dd289bcd0c4a031d9cf54d8137d6b984b2d02edf3/lightning_utilities-0.15.2-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/62/af/c3df8a3f26c3cff7730ab1cb7c7a4c899f8c4fb4acd9020150d1599575ac/llvmlite-0.42.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/0c/29/0348de65b8cc732daa3e33e67806420b2ae89bdce2b04af740289c5c6c8c/loguru-0.7.3-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/4e/ca/03624e017e5ee2d7ce8a08d89f81c1e535eb3c30d7b2dc4a435ea3fbbeae/mkdocs_glightbox-0.5.2-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/a4/8e/469e5a4a2f5855992e425f3cb33804cc07bf18d48f2db061aec61ce50270/more_itertools-10.8.0-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/43/e3/7d92a15f894aa0c9c4b49b8ee9ac9850d6e63b03c9c32c0367a13ae62209/mpmath-1.3.0-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/f3/8d/5e5be3ced1d12966fefb5c4ea3b2a5b480afcea36406559442c6e31d4a48/multidict-6.7.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/79/7b/2c79738432f5c924bef5071f933bcc9efd0473bac3b4aa584a6f7c1c8df8/mypy_extensions-1.1.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/ef/82/7a9d0550484a62c6da82858ee9419f3dd1ccc9aa1c26a1e43da3ecd20b0d/natsort-8.4.0-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/40/03/f5d0b979c6a1f8a8a11ba115a7c5b145671f092372a4ede164dc2597c466/ncls-0.0.70-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/9e/c9/b2622292ea83fbb4ec318f5b9ab867d0a28ab43c5717bb85b0a5f6b3b0a4/networkx-3.6.1-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/47/ab/ef2605f0463889ea8934feb84ac71c3b3c562bd25bb0fda690ba46ee2fbe/numba-0.59.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/35/7d/bc4080a0d94719a039a96b1b5fb5b9a12d0048fab9f56efd9324fa07a096/ncls-0.0.70-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/a9/a6/aa38bddc9f8d90e5ce14023f06ccbf642ab5d507da1ffafb031c0f332dc6/numerary-0.4.4-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/af/eb/ff4b8c503fa1f1796679dce648854d58751982426e4e4b37d6fce49d259c/nvidia_cublas_cu12-12.6.4.1-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/49/60/7b6497946d74bcf1de852a21824d63baad12cd417db4195fc1bfe59db953/nvidia_cuda_cupti_cu12-12.6.80-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/75/2e/46030320b5a80661e88039f59060d1790298b4718944a65a7f2aeda3d9e9/nvidia_cuda_nvrtc_cu12-12.6.77-py3-none-manylinux2014_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/e1/23/e717c5ac26d26cf39a27fbc076240fad2e3b817e5889d671b67f4f9f49c5/nvidia_cuda_runtime_cu12-12.6.77-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/ba/51/e123d997aa098c61d029f76663dedbfb9bc8dcf8c60cbd6adbe42f76d049/nvidia_cudnn_cu12-9.10.2.21-py3-none-manylinux_2_27_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/8f/16/73727675941ab8e6ffd86ca3a4b7b47065edcca7a997920b831f8147c99d/nvidia_cufft_cu12-11.3.0.4-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/b2/66/cc9876340ac68ae71b15c743ddb13f8b30d5244af344ec8322b449e35426/nvidia_cufile_cu12-1.11.1.6-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/73/1b/44a01c4e70933637c93e6e1a8063d1e998b50213a6b65ac5a9169c47e98e/nvidia_curand_cu12-10.3.7.77-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/f0/6e/c2cf12c9ff8b872e92b4a5740701e51ff17689c4d726fca91875b07f655d/nvidia_cusolver_cu12-11.7.1.2-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/06/1e/b8b7c2f4099a37b96af5c9bb158632ea9e5d9d27d7391d7eb8fc45236674/nvidia_cusparse_cu12-12.5.4.2-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/56/79/12978b96bd44274fe38b5dde5cfb660b1d114f70a65ef962bcbbed99b549/nvidia_cusparselt_cu12-0.7.1-py3-none-manylinux2014_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/6e/89/f7a07dc961b60645dbbf42e80f2bc85ade7feb9a491b11a1e973aa00071f/nvidia_nccl_cu12-2.27.5-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/9d/d7/c5383e47c7e9bf1c99d5bd2a8c935af2b6d705ad831a7ec5c97db4d82f4f/nvidia_nvjitlink_cu12-12.6.85-py3-none-manylinux2010_x86_64.manylinux_2_12_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/b5/09/6ea3ea725f82e1e76684f0708bbedd871fc96da89945adeba65c3835a64c/nvidia_nvshmem_cu12-3.4.5-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/56/9a/fff8376f8e3d084cd1530e1ef7b879bb7d6d265620c95c1b322725c694f4/nvidia_nvtx_cu12-12.6.77-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/0f/66/ec27ebb35fff4f3c48c9d20847c5f4abaaa7ce8bef562af7fb10605e5183/oxbow-0.5.1-cp39-abi3-manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/40/a8/4dac1f8f8235e5d25b9955d02ff6f29396191d4e665d71122c3722ca83c5/pandas-2.3.3-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/75/7b/03299e4ccc5e3cfb0f9e234207ac43ef08b3ba6c4c2882c890e550ceadba/pandera-0.29.0-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/96/b2/b5d342944cce1cd9ea4dd4ba16e70f77d99a915137bbb364e0bbc188f2a1/pgenlib-0.93.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/06/77/e580c19e0fb183c9c8a4ecac294e158e3aa79e81746d62faf0ce2292484f/pgenlib-0.93.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/5b/bc/246f452431c592a2a424050e8bb9ccf494fb47613fd97c912f4d573a5e3b/phantom_types-3.0.2-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/08/75/ec73e38812bca7c2240aff481b9ddff20d1ad2f10dee4b3353f5eeaacdab/polars-1.37.1-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/c1/66/4f1f8decc506e7a561245982832e4ab87d95e6b08b1b9ec657f2c91ad5e1/polars_bio-0.20.1-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/aa/e1/fed85aa50b0ad75d4b3cae94962148b4f03338b240a74afdc8400c73203f/polars_config_meta-0.3.2-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/eb/21/9b55bea940524324625b1e8fd96233290303eb1bf2c23b54573487bbbc25/polars_runtime_32-1.37.1-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/2a/2d/d4bf65e47cea8ff2c794a600c4fd1273a7902f268757c531e0ee9f18aa58/pooch-1.9.0-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/46/4b/3aae6835b8e5f44ea6a68348ad90f78134047b503765087be2f9912140ea/propcache-0.4.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/ad/90/2660332eeb31303c13b653ea566a9918484b6e4d6b9d2d46879a33ab0622/pyarrow-21.0.0-cp312-cp312-manylinux_2_28_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/7a/f6/51d8a97116de23c9280c1fa3b813bc088f8571ce5936ba84af1ecf13ed45/pybigwig-0.3.25-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/44/28/b6672962639e85dc0ac36f71ab3a8f5f38e01b51343d7aa372a6b56fa3f3/pyarrow-21.0.0-cp310-cp310-manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/0a/59/69032bf511d51bbc2d45311110386042a7b6a62e6149f919e94a1b55979e/pybigwig-0.3.25-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/5a/87/b70ad306ebb6f9b585f114d0ac2137d792b48be34d732d60e597c2f8465a/pydantic-2.12.5-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/0d/76/941cc9f73529988688a665a5c0ecff1112b3d95ab48f81db5f7606f522d3/pydantic_core-2.41.5-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/a8/76/7727ef2ffa4b62fcab916686a68a0426b9b790139720e1934e8ba797e238/pydantic_core-2.41.5-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/83/89/35ea267fb12e608529f0df315aff200171e555623cb38b2e4444592ce872/pyranges-0.1.4-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/df/a6/c100df6c8118b4ce1f9c086bb9cf5bccd4f71d05ceb2ecf474f3b0ea87b8/pysam-0.23.3-cp312-cp312-manylinux_2_28_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/0e/93/c8c361bf0a2fe50f828f32def460e8b8a14b93955d3fd302b1a9b63b19e4/pytorch_lightning-2.6.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/8e/1a/79a2c1bea757cd432a2d67087feb1e3dc8226b49fc926f2d844b3badd147/pysam-0.23.3-cp310-cp310-manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/ec/57/56b9bcc3c9c6a792fcbaf139543cee77261f3651ca9da0c93f5c1221264b/python_dateutil-2.9.0.post0-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/81/c4/34e93fe5f5429d7570ec1fa436f1986fb1f00c3e0f43a589fe2bbcd22c3f/pytz-2025.2-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/1e/db/4254e3eabe8020b458f1a747140d32277ec7a271daf1d235b70dc0b4e6e3/requests-2.32.5-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/13/2f/b4530fbf948867702d0a3f27de4a6aab1d156f406d72852ab902c4d04de9/rich_rst-1.3.2-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/f0/04/c3ae4a77e8cfa647b9177e727a7e80f64b160b65ad0db0dcb3738a4ef4a0/selectolax-0.4.6-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/00/f2/ed47a855ca70db65b1c5d90e6cbb63132687a0b623a2edca5de26a68cadc/selectolax-0.4.6-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/1b/65/660dc677efe782d15cd2506d70b9f0a403341ce6891d97eed376a1bd7227/seqpro-0.9.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/94/b8/f1f62a5e3c0ad2ff1d189590bfa4c46b4f3b6e49cef6f26c6ee4e575394d/setuptools-80.10.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e1/c6/76dc613121b793286a3f91621d7b75a2b493e0390ddca50f11993eadf192/setuptools-82.0.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/b7/ce/149a00dd41f10bc29e5921b496af8b574d8413afcd5e30dfa0ed46c2cc5e/six-1.17.0-py2.py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/6b/a4/bd8ad7d1cf66268219f282d4268b6ba73f8ff51c5fba2c9663adab103615/sorted_nearest-0.0.41.tar.gz
-      - pypi: https://files.pythonhosted.org/packages/a2/09/77d55d46fd61b4a135c444fc97158ef34a095e5681d0a6c10b75bf356191/sympy-1.14.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/32/46/9cb0e58b2deb7f82b84065f37f3bffeb12413f947f9388e4cac22c4621ce/sortedcontainers-2.4.0-py2.py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/40/44/4a5f08c96eb108af5cb50b41f76142f0afa346dfa99d5296fe7202a11854/tabulate-0.9.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/08/59/8d381a2cfe8d36c4f4ff9f94769ff2809bfc16014d888360b0e24c7e5c6b/tbb-2022.3.1-py2.py3-none-manylinux_2_28_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/a1/a4/38e8b5a27b66ab286168ba6c449771ed71d71ec76524e7f12401474a5151/tcmlib-1.4.1-py2.py3-none-manylinux_2_28_x86_64.whl
-      - pypi: https://download.pytorch.org/whl/cu126/torch-2.10.0%2Bcu126-cp312-cp312-manylinux_2_28_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/72/25/973bd6128381951b23cdcd8a9870c6dcfc5606cb864df8eabd82e529f9c1/torchinfo-1.8.0-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/02/21/aa0f434434c48490f91b65962b1ce863fdcce63febc166ca9fe9d706c2b6/torchmetrics-1.8.2-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/16/e1/3079a9ff9b8e11b846c6ac5c8b5bfb7ff225eee721825310c91b3b50304f/tqdm-4.67.3-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/ab/a8/cdf8b3e4c98132f965f88c2313a4b493266832ad47fb52f23d14d4f86bb5/triton-3.6.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/1b/a9/e3aee762739c1d7528da1c3e06d518503f8b6c439c35549b53735ba52ead/typeguard-4.4.4-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/65/f3/107a22063bf27bdccf2024833d3445f4eea42b2e598abfbd46f6a63b6cb0/typing_inspect-0.9.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/dc/9b/47798a6c91d8bdb567fe2698fe81e0c6b7cb7ef4d13da4114b41d239f65d/typing_inspection-0.4.2-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/db/0f/0d52c98b8a885aeda831224b78f3be7ec2e1aa4a62091f9f9188c3c65b56/yarl-1.22.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/53/60/7be26e610767316c028a2cbedb9a3beabdbe33e2182c373f71a1c0b88f36/zstandard-0.25.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/c7/b0/003792df09decd6849a5e39c28b513c06e84436a54440380862b5aeff25d/tzdata-2025.3-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/39/08/aaaad47bc4e9dc8c725e68f9d04865dbcb2052843ff09c97b08904852d84/urllib3-2.6.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/2e/54/647ade08bf0db230bfea292f893923872fd20be6ac6f53b2b936ba839d75/zipp-3.23.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/fd/e5/6d36f92a197c3c17729a2125e29c169f460538a7d939a27eaaa6dcfcba8e/zstandard-0.25.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
       - pypi: ./
-  no-torch:
+  notebook:
     channels:
     - url: https://conda.anaconda.org/conda-forge/
     - url: https://conda.anaconda.org/bioconda/
@@ -1503,114 +1246,212 @@ environments:
       linux-64:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_gnu.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/alsa-lib-1.2.15.3-hb03c661_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/argcomplete-3.6.3-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/asttokens-3.0.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/bioconda/linux-64/bcftools-1.23-h3a4d415_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/brotli-1.2.0-hed03a55_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/brotli-bin-1.2.0-hb03c661_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-hda65f42_8.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/c-ares-1.34.6-hb03c661_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2026.1.4-hbd8a1cb_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/cairo-1.18.4-h3394656_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/charset-normalizer-3.4.4-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/click-8.3.1-pyh8f84b5b_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/colorama-0.4.6-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/commitizen-4.13.4-py310hff52083_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/comm-0.2.3-pyhe01879c_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/commitizen-4.13.5-py310hff52083_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/contourpy-1.3.2-py310h3788b33_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/coverage-7.13.3-py310h3406613_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/cycler-0.12.1-pyhcf101f3_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/cyrus-sasl-2.1.28-hd9c7081_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/dbus-1.16.2-h24cb091_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/debugpy-1.8.20-py310h25320af_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/decli-0.6.3-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/decopatch-1.4.10-pyhd8ed1ab_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/decorator-5.2.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/deprecated-1.3.1-pyhd8ed1ab_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/double-conversion-3.3.1-h5888daf_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/elfutils-0.194-h849f50c_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/exceptiongroup-1.3.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/executing-2.2.1-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/font-ttf-dejavu-sans-mono-2.37-hab24e00_0.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/noarch/font-ttf-inconsolata-3.000-h77eed37_0.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/noarch/font-ttf-source-code-pro-2.038-h77eed37_0.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/noarch/font-ttf-ubuntu-0.83-h77eed37_3.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/fontconfig-2.15.0-h7e30c49_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/fonts-conda-ecosystem-1-0.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/noarch/fonts-conda-forge-1-hc364b38_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/fonttools-4.61.1-py310h3406613_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/freetype-2.14.1-ha770c72_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/gmp-6.3.0-hac33072_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/gnutls-3.8.11-h18acefa_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/graphite2-1.3.14-hecca717_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/gsl-2.7-he838d99_0.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/harfbuzz-12.2.0-h15599e2_0.conda
       - conda: https://conda.anaconda.org/bioconda/linux-64/htslib-1.23-h566b1c6_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/icecream-2.1.10-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/icu-78.2-h33c6efd_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/importlib-metadata-8.6.1-pyha770c72_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/icu-75.1-he02047a_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/iniconfig-2.3.0-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/ipykernel-7.2.0-pyha191276_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/ipython-8.37.0-pyh8f84b5b_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/ipywidgets-8.1.8-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/jedi-0.19.2-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/jinja2-3.1.6-pyhcf101f3_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/jupyter_client-8.8.0-pyhcf101f3_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/jupyter_core-5.9.1-pyhc90fa1f_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/jupyterlab_widgets-3.0.16-pyhcf101f3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/keyutils-1.6.3-hb9d3cd8_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/kiwisolver-1.4.9-py310haaf941d_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/krb5-1.21.3-h659f571_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.45.1-default_hbd61a6d_100.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/lcms2-2.17-h717163a_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.45.1-default_hbd61a6d_101.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/lerc-4.0.0-h0aef613_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libarchive-3.8.5-gpl_hc2c16d8_100.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libblas-3.11.0-5_h4a7cf45_openblas.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libbrotlicommon-1.2.0-hb03c661_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libbrotlidec-1.2.0-hb03c661_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libbrotlienc-1.2.0-hb03c661_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libcblas-3.11.0-5_h0358290_openblas.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libclang-cpp21.1-21.1.8-default_h99862b1_3.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libclang13-21.1.8-default_h746c552_3.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libcups-2.3.3-hb8b1518_5.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libcurl-8.18.0-h4e3cde8_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libdeflate-1.22-hb9d3cd8_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libdrm-2.4.125-hb03c661_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libedit-3.1.20250104-pl5321h7949ede_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libegl-1.7.0-ha4b6fd6_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libev-4.33-hd590300_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.7.3-hecca717_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libffi-3.5.2-h3435931_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libfreetype-2.14.1-ha770c72_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libfreetype6-2.14.1-h73754d4_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libgcc-15.2.0-he0feb66_17.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-15.2.0-h69a702a_17.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libgfortran-15.2.0-h69a702a_17.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libgfortran5-15.2.0-h68bc16d_17.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libgl-1.7.0-ha4b6fd6_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libglib-2.86.2-h32235b2_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libglvnd-1.7.0-ha4b6fd6_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libglx-1.7.0-ha4b6fd6_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libgomp-15.2.0-he0feb66_17.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libiconv-1.18-h3b78370_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libidn2-2.3.8-hfac485b_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libjpeg-turbo-3.1.2-hb03c661_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/liblapack-3.11.0-5_h47877c9_openblas.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libllvm14-14.0.6-hcd5def8_4.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libllvm21-21.1.8-hf7376ad_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/liblzma-5.8.2-hb03c661_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libmicrohttpd-1.0.2-hc2fc477_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libnghttp2-1.67.0-had1ee68_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libnsl-2.0.1-hb9d3cd8_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libntlm-1.8-hb9d3cd8_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libopenblas-0.3.30-pthreads_h94d23a6_4.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.51.2-hf4e2dac_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libopengl-1.7.0-ha4b6fd6_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libpciaccess-0.18-hb9d3cd8_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libpng-1.6.54-h421ea60_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libpq-17.7-h5c52fec_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libsodium-1.0.20-h4ab18f5_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.51.2-h0c1763c_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libssh2-1.11.1-hcf80075_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-15.2.0-h934c35e_17.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-ng-15.2.0-hdf11a46_17.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libtasn1-4.21.0-hb03c661_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libtiff-4.7.0-hc4654cb_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libunistring-0.9.10-h7f98852_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libunwind-1.8.3-h65a8314_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.41.3-h5347b49_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libvulkan-loader-1.4.341.0-h5279c79_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libwebp-base-1.6.0-hd42ef1d_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libxcb-1.17.0-h8a09558_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libxcrypt-4.4.36-hd590300_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libxml2-16-2.15.1-hca6bf5a_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libxml2-2.15.1-he237659_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libxkbcommon-1.13.1-hca5e8e5_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libxml2-16-2.15.1-ha9997c6_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libxml2-2.15.1-h26afc86_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libxslt-1.1.43-h711ed8c_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.1-hb9d3cd8_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/linkify-it-py-2.0.3-pyhd8ed1ab_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/llvmlite-0.42.0-py310h1b8f574_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/lz4-c-1.10.0-h5888daf_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/lzo-2.10-h280c20c_1002.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/makefun-1.16.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/markdown-it-py-4.0.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/markupsafe-3.0.3-py310h3406613_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/matplotlib-3.10.8-py310hff52083_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/matplotlib-base-3.10.8-py310hfde16b3_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/matplotlib-inline-0.2.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/maturin-1.11.5-py310hb4e1661_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mdit-py-plugins-0.5.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mdurl-0.1.2-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/memray-1.19.1-py310hbdcf458_3.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/munkres-1.1.4-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h2d0b736_3.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/nest-asyncio-1.6.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/nettle-3.10.1-h4a9d5aa_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/numba-0.59.1-py310h7dc5dd1_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/numpy-1.26.4-py310hb13e2d6_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/openjpeg-2.5.3-h55fea9a_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/openldap-2.6.10-he970967_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/openssl-3.6.1-h35e630c_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/p11-kit-0.26.1-h3435931_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/p11-kit-0.26.2-h3435931_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/packaging-26.0-pyhcf101f3_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/pandas-2.3.3-py310h0158d43_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/parso-0.8.5-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/patchelf-0.17.2-h58526e2_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/patsy-1.0.2-pyhcf101f3_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/pcre2-10.46-h1321c63_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/perl-5.32.1-7_hd590300_perl5.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/pexpect-4.9.0-pyhd8ed1ab_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/pickleshare-0.7.5-pyhd8ed1ab_1004.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/pillow-11.3.0-py310h6557065_3.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/pixman-0.46.4-h54a6638_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/platformdirs-4.5.1-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/bioconda/linux-64/plink2-2.0.0a.6.9-h9948957_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/noarch/pluggy-1.6.0-pyhf9edf01_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/prek-0.3.1-hb17b654_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/prek-0.3.2-hb17b654_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/prompt-toolkit-3.0.51-pyha770c72_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/prompt_toolkit-3.0.51-hd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/psutil-7.2.2-py310h139afa4_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/pthread-stubs-0.4-hb9d3cd8_1002.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/ptyprocess-0.7.0-pyhd8ed1ab_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/pure_eval-0.2.3-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/py-cpuinfo-9.0.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/py-spy-0.4.1-he182f42_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pygments-2.19.2-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/pyparsing-3.3.2-pyhcf101f3_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/pyside6-6.9.2-py310h2007e60_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pytest-9.0.2-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pytest-benchmark-5.2.3-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pytest-cases-3.9.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pytest-cov-7.0.0-pyhcf101f3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/python-3.10.19-h3c07f61_3_cpython.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/python-dateutil-2.9.0.post0-pyhe01879c_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/python-tzdata-2025.3-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.10-8_cp310.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/pytz-2025.2-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/pyyaml-6.0.3-py310h3406613_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/pyzmq-27.1.0-py310h4f33d48_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/qhull-2020.2-h434a139_5.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/qt6-main-6.9.2-h994258b_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/questionary-2.1.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/readline-8.3-h853b02a_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/rich-14.3.2-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/ruff-0.15.0-h40fa522_0.conda
       - conda: https://conda.anaconda.org/bioconda/linux-64/samtools-1.23-h96c455f_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/scipy-1.15.2-py310h1d65ade_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/seaborn-0.13.2-hd8ed1ab_3.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/seaborn-base-0.13.2-pyhd8ed1ab_3.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/shellingham-1.5.4-pyhd8ed1ab_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/six-1.17.0-pyhe01879c_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/stack_data-0.6.3-pyhd8ed1ab_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/statsmodels-0.14.6-py310hf779ad0_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/termcolor-3.3.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/textual-7.5.0-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_h366c992_103.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/tomli-2.4.0-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/tomlkit-0.14.0-pyha770c72_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/tornado-6.5.3-py310h7c4b9e2_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/traitlets-5.14.3-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/typer-0.21.1-pyhf8876ea_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/typer-slim-0.21.1-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/typer-slim-standard-0.21.1-h378290b_0.conda
@@ -1618,17 +1459,43 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/typing_extensions-4.15.0-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2025c-hc9c84f9_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/uc-micro-py-1.0.3-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/uv-0.9.30-h6dd6661_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/wcwidth-0.5.3-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/unicodedata2-17.0.0-py310h7c4b9e2_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/uv-0.10.0-h6dd6661_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/wayland-1.24.0-hd6090a7_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/wcwidth-0.6.0-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/widgetsnbextension-4.0.15-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/wrapt-2.1.1-py310h7c4b9e2_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/xarray-2025.6.1-pyhd8ed1ab_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/xcb-util-0.4.1-h4f16b4b_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/xcb-util-cursor-0.1.6-hb03c661_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/xcb-util-image-0.4.0-hb711507_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/xcb-util-keysyms-0.4.1-hb711507_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/xcb-util-renderutil-0.3.10-hb711507_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/xcb-util-wm-0.4.2-hb711507_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/xkeyboard-config-2.46-hb03c661_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libice-1.1.2-hb9d3cd8_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libsm-1.2.6-he73a12e_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libx11-1.8.12-h4f16b4b_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxau-1.0.12-hb03c661_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxcomposite-0.4.7-hb03c661_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxcursor-1.2.3-hb9d3cd8_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxdamage-1.1.6-hb9d3cd8_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxdmcp-1.1.5-hb03c661_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxext-1.3.7-hb03c661_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxfixes-6.0.2-hb03c661_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxi-1.8.2-hb9d3cd8_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxrandr-1.5.5-hb03c661_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxrender-0.9.12-hb9d3cd8_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxtst-1.2.5-hb9d3cd8_3.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxxf86vm-1.1.7-hb03c661_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/yaml-0.2.5-h280c20c_3.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/zipp-3.23.0-pyhcf101f3_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/zeromq-4.3.5-h387f397_9.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.7-hb78ec9c_6.conda
       - pypi: https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/08/4f/f42ce1840490fd0863bfbc56f28eaaec3bcb4eb322079af9c070111657e5/arro3_core-0.6.5-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/3a/2a/7cc015f5b9f5db42b7d48157e23356022889fc354a2813c15934b7cb5c0e/attrs-25.4.0-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/f8/50/7d4e10c2285258203e5bfc10142733e0b0f6d8012cb3289a9208e2f1f51f/awkward-2.8.12-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/6f/df/af2862a803f816e0c858f7cdc08c1b60e5dd6e146451c17e9b3f25ed2105/awkward_cpp-51-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/77/39/4d8414260c3d83f22029a39e51553c173611b378d62ca391e5ca68e65cfa/awkward-2.9.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/63/2f/ed68a7ee0f76b20b3d8ea3c3dcb06f9c2a2725a95c83cbe0eee65939e750/awkward_cpp-52-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/71/cc/18245721fa7747065ab478316c7fea7c74777d07f37ae60db2e84f8172e8/beartype-0.22.9-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/e6/ad/3cc14f097111b4de0040c83a525973216457bbeeb63739ef1ed275c1c021/certifi-2026.1.4-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/a7/06/3d6badcf13db419e25b07041d9c7b4a2c331d3f4e7134445ec5df57714cd/coloredlogs-15.0.1-py2.py3-none-any.whl
@@ -1639,26 +1506,25 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/55/e2/2537ebcff11c1ee1ff17d8d0b6f4db75873e3b0fb32c2d4a2ee31ecb310a/docstring_parser-0.17.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/02/10/5da547df7a391dcde17f59520a231527b8571e6f46fc8efb02ccb370ab12/docutils-0.22.4-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/2a/09/f8d8f8f31e4483c10a906437b4ce31bdf3d6d417b73fe33f1a8b59e34228/einops-0.8.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/50/3e/f0dba6333dbe5c5a338d1466939c8733256a5f6d7e10615b8f96a90277e5/fast_histogram-0.14-cp39-abi3-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/b5/36/7fb70f04bf00bc646cd5bb45aa9eddb15e19437a28b8fb2b4a5249fac770/filelock-3.20.3-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/01/c9/97cc5aae1648dcb851958a3ddf73ccd7dbe5650d95203ecb4d7720b4cdbf/fsspec-2026.1.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e6/ab/fb21f4c939bb440104cc2b396d3be1d9b7a9fd3c6c2a53d98c45b3d7c954/fsspec-2026.2.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/ae/f0/c8694e6cdd9032d98cb675bfd9a8799607b95fcb48f97127f3efe420b7aa/genoray-2.1.1-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/ac/8e/0eccb528701273640dd4f13678a0c1352176166aecd1ee7f4fa29355132b/hirola-0.3.0-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/f0/0f/310fb31e39e2d734ccaa2c0fb981ee41f7bd5056ce9bc29b2248bd569169/humanfriendly-10.0-py2.py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/c0/d9/53a8b53e75279a953fae608bd01025d9afcf393406c0da1dda1b7f5693c5/hypothesis-6.151.5-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/0e/61/66938bbb5fc52dbdf84594873d5b51fb1f7c7794e9c0f5bd885f30bc507b/idna-3.11-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/fa/5e/f8e9a1d23b9c20a551a8a02ea3637b4642e22c2626e3a13a9a29cdea99eb/importlib_metadata-8.7.1-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/7b/91/984aca2ec129e2757d1e4e3c81c3fcda9d0f85b74670a094cc443d9ee949/joblib-1.5.3-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/cc/e4/d71e71edc972d534f51cff72fa30edb8b0e5df109b2e5ae67a3985faebb9/joblib_progress-1.0.6-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/2b/01/764489e364948f52aa7cb958a91a8dafd489357d2401f66946542bbc1764/llvmlite-0.42.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/0c/29/0348de65b8cc732daa3e33e67806420b2ae89bdce2b04af740289c5c6c8c/loguru-0.7.3-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/4e/ca/03624e017e5ee2d7ce8a08d89f81c1e535eb3c30d7b2dc4a435ea3fbbeae/mkdocs_glightbox-0.5.2-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/a4/8e/469e5a4a2f5855992e425f3cb33804cc07bf18d48f2db061aec61ce50270/more_itertools-10.8.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/79/7b/2c79738432f5c924bef5071f933bcc9efd0473bac3b4aa584a6f7c1c8df8/mypy_extensions-1.1.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/ef/82/7a9d0550484a62c6da82858ee9419f3dd1ccc9aa1c26a1e43da3ecd20b0d/natsort-8.4.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/35/7d/bc4080a0d94719a039a96b1b5fb5b9a12d0048fab9f56efd9324fa07a096/ncls-0.0.70-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/f6/2d/f8cdcf325c8fbdfff911607d184e28eb7c94ca5c4760d7f149323404778a/numba-0.59.1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/a9/a6/aa38bddc9f8d90e5ce14023f06ccbf642ab5d507da1ffafb031c0f332dc6/numerary-0.4.4-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/0f/66/ec27ebb35fff4f3c48c9d20847c5f4abaaa7ce8bef562af7fb10605e5183/oxbow-0.5.1-cp39-abi3-manylinux_2_28_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/40/a8/4dac1f8f8235e5d25b9955d02ff6f29396191d4e665d71122c3722ca83c5/pandas-2.3.3-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/75/7b/03299e4ccc5e3cfb0f9e234207ac43ef08b3ba6c4c2882c890e550ceadba/pandera-0.29.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/06/77/e580c19e0fb183c9c8a4ecac294e158e3aa79e81746d62faf0ce2292484f/pgenlib-0.93.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/5b/bc/246f452431c592a2a424050e8bb9ccf494fb47613fd97c912f4d573a5e3b/phantom_types-3.0.2-py3-none-any.whl
@@ -1673,14 +1539,11 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/a8/76/7727ef2ffa4b62fcab916686a68a0426b9b790139720e1934e8ba797e238/pydantic_core-2.41.5-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/83/89/35ea267fb12e608529f0df315aff200171e555623cb38b2e4444592ce872/pyranges-0.1.4-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/8e/1a/79a2c1bea757cd432a2d67087feb1e3dc8226b49fc926f2d844b3badd147/pysam-0.23.3-cp310-cp310-manylinux_2_28_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/ec/57/56b9bcc3c9c6a792fcbaf139543cee77261f3651ca9da0c93f5c1221264b/python_dateutil-2.9.0.post0-py2.py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/81/c4/34e93fe5f5429d7570ec1fa436f1986fb1f00c3e0f43a589fe2bbcd22c3f/pytz-2025.2-py2.py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/1e/db/4254e3eabe8020b458f1a747140d32277ec7a271daf1d235b70dc0b4e6e3/requests-2.32.5-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/13/2f/b4530fbf948867702d0a3f27de4a6aab1d156f406d72852ab902c4d04de9/rich_rst-1.3.2-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/00/f2/ed47a855ca70db65b1c5d90e6cbb63132687a0b623a2edca5de26a68cadc/selectolax-0.4.6-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/1b/65/660dc677efe782d15cd2506d70b9f0a403341ce6891d97eed376a1bd7227/seqpro-0.9.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/94/b8/f1f62a5e3c0ad2ff1d189590bfa4c46b4f3b6e49cef6f26c6ee4e575394d/setuptools-80.10.2-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/b7/ce/149a00dd41f10bc29e5921b496af8b574d8413afcd5e30dfa0ed46c2cc5e/six-1.17.0-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/e1/c6/76dc613121b793286a3f91621d7b75a2b493e0390ddca50f11993eadf192/setuptools-82.0.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/6b/a4/bd8ad7d1cf66268219f282d4268b6ba73f8ff51c5fba2c9663adab103615/sorted_nearest-0.0.41.tar.gz
       - pypi: https://files.pythonhosted.org/packages/32/46/9cb0e58b2deb7f82b84065f37f3bffeb12413f947f9388e4cac22c4621ce/sortedcontainers-2.4.0-py2.py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/40/44/4a5f08c96eb108af5cb50b41f76142f0afa346dfa99d5296fe7202a11854/tabulate-0.9.0-py3-none-any.whl
@@ -1690,8 +1553,8 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/1b/a9/e3aee762739c1d7528da1c3e06d518503f8b6c439c35549b53735ba52ead/typeguard-4.4.4-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/65/f3/107a22063bf27bdccf2024833d3445f4eea42b2e598abfbd46f6a63b6cb0/typing_inspect-0.9.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/dc/9b/47798a6c91d8bdb567fe2698fe81e0c6b7cb7ef4d13da4114b41d239f65d/typing_inspection-0.4.2-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/c7/b0/003792df09decd6849a5e39c28b513c06e84436a54440380862b5aeff25d/tzdata-2025.3-py2.py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/39/08/aaaad47bc4e9dc8c725e68f9d04865dbcb2052843ff09c97b08904852d84/urllib3-2.6.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/2e/54/647ade08bf0db230bfea292f893923872fd20be6ac6f53b2b936ba839d75/zipp-3.23.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/fd/e5/6d36f92a197c3c17729a2125e29c169f460538a7d939a27eaaa6dcfcba8e/zstandard-0.25.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
       - pypi: ./
   py310:
@@ -1714,7 +1577,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/charset-normalizer-3.4.4-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/click-8.3.1-pyh8f84b5b_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/colorama-0.4.6-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/commitizen-4.13.4-py310hff52083_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/commitizen-4.13.5-py310hff52083_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/coverage-7.13.3-py310h3406613_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/cpython-3.10.19-py310hd8ed1ab_3.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/decli-0.6.3-pyhd8ed1ab_0.conda
@@ -1725,7 +1588,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/executing-2.2.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/filelock-3.20.3-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/fmt-12.1.0-hff5e90c_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/fsspec-2026.1.0-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/fsspec-2026.2.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/gmp-6.3.0-hac33072_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/gmpy2-2.2.1-py310h63ebcad_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/gnutls-3.8.11-h18acefa_1.conda
@@ -1733,12 +1596,11 @@ environments:
       - conda: https://conda.anaconda.org/bioconda/linux-64/htslib-1.23-h566b1c6_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/icecream-2.1.10-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/icu-78.2-h33c6efd_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/importlib-metadata-8.6.1-pyha770c72_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/iniconfig-2.3.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/jinja2-3.1.6-pyhcf101f3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/keyutils-1.6.3-hb9d3cd8_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/krb5-1.21.3-h659f571_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.45.1-default_hbd61a6d_100.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.45.1-default_hbd61a6d_101.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libabseil-20260107.0-cxx17_h7b12aa8_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libarchive-3.8.5-gpl_hc2c16d8_100.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libblas-3.11.0-5_h5875eb1_mkl.conda
@@ -1755,6 +1617,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libiconv-1.18-h3b78370_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libidn2-2.3.8-hfac485b_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/liblapack-3.11.0-5_h5e43f62_mkl.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libllvm14-14.0.6-hcd5def8_4.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/liblzma-5.8.2-hb03c661_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libmicrohttpd-1.0.2-hc2fc477_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libnghttp2-1.67.0-had1ee68_0.conda
@@ -1776,6 +1639,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.1-hb9d3cd8_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/linkify-it-py-2.0.3-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/llvm-openmp-21.1.8-h4922eb0_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/llvmlite-0.42.0-py310h1b8f574_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/lz4-c-1.10.0-h5888daf_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/lzo-2.10-h280c20c_1002.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/makefun-1.16.0-pyhd8ed1ab_0.conda
@@ -1792,17 +1656,18 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h2d0b736_3.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/nettle-3.10.1-h4a9d5aa_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/networkx-3.4.2-pyh267e887_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/numba-0.59.1-py310h7dc5dd1_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/numpy-1.26.4-py310hb13e2d6_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/openssl-3.6.1-h35e630c_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/optree-0.18.0-py310h03d9f68_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/p11-kit-0.26.1-h3435931_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/p11-kit-0.26.2-h3435931_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/packaging-26.0-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/patchelf-0.17.2-h58526e2_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/perl-5.32.1-7_hd590300_perl5.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/platformdirs-4.5.1-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/bioconda/linux-64/plink2-2.0.0a.6.9-h9948957_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/noarch/pluggy-1.6.0-pyhf9edf01_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/prek-0.3.1-hb17b654_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/prek-0.3.2-hb17b654_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/prompt-toolkit-3.0.51-pyha770c72_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/prompt_toolkit-3.0.51-hd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/py-cpuinfo-9.0.0-pyhd8ed1ab_1.conda
@@ -1825,7 +1690,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/rich-14.3.2-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/ruff-0.15.0-h40fa522_0.conda
       - conda: https://conda.anaconda.org/bioconda/linux-64/samtools-1.23-h96c455f_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/setuptools-80.10.2-pyh332efcf_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/setuptools-82.0.0-pyh332efcf_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/shellingham-1.5.4-pyhd8ed1ab_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/sleef-3.9.0-ha0421bc_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/sympy-1.14.0-pyh2585a3b_105.conda
@@ -1842,17 +1707,16 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/typing_extensions-4.15.0-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2025c-hc9c84f9_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/uc-micro-py-1.0.3-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/uv-0.9.30-h6dd6661_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/wcwidth-0.5.3-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/uv-0.10.0-h6dd6661_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/wcwidth-0.6.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/wrapt-2.1.1-py310h7c4b9e2_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/yaml-0.2.5-h280c20c_3.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/zipp-3.23.0-pyhcf101f3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.7-hb78ec9c_6.conda
       - pypi: https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/08/4f/f42ce1840490fd0863bfbc56f28eaaec3bcb4eb322079af9c070111657e5/arro3_core-0.6.5-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/3a/2a/7cc015f5b9f5db42b7d48157e23356022889fc354a2813c15934b7cb5c0e/attrs-25.4.0-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/f8/50/7d4e10c2285258203e5bfc10142733e0b0f6d8012cb3289a9208e2f1f51f/awkward-2.8.12-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/6f/df/af2862a803f816e0c858f7cdc08c1b60e5dd6e146451c17e9b3f25ed2105/awkward_cpp-51-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/77/39/4d8414260c3d83f22029a39e51553c173611b378d62ca391e5ca68e65cfa/awkward-2.9.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/63/2f/ed68a7ee0f76b20b3d8ea3c3dcb06f9c2a2725a95c83cbe0eee65939e750/awkward_cpp-52-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/71/cc/18245721fa7747065ab478316c7fea7c74777d07f37ae60db2e84f8172e8/beartype-0.22.9-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/e6/ad/3cc14f097111b4de0040c83a525973216457bbeeb63739ef1ed275c1c021/certifi-2026.1.4-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/a7/06/3d6badcf13db419e25b07041d9c7b4a2c331d3f4e7134445ec5df57714cd/coloredlogs-15.0.1-py2.py3-none-any.whl
@@ -1868,16 +1732,15 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/f0/0f/310fb31e39e2d734ccaa2c0fb981ee41f7bd5056ce9bc29b2248bd569169/humanfriendly-10.0-py2.py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/c0/d9/53a8b53e75279a953fae608bd01025d9afcf393406c0da1dda1b7f5693c5/hypothesis-6.151.5-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/0e/61/66938bbb5fc52dbdf84594873d5b51fb1f7c7794e9c0f5bd885f30bc507b/idna-3.11-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/fa/5e/f8e9a1d23b9c20a551a8a02ea3637b4642e22c2626e3a13a9a29cdea99eb/importlib_metadata-8.7.1-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/7b/91/984aca2ec129e2757d1e4e3c81c3fcda9d0f85b74670a094cc443d9ee949/joblib-1.5.3-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/cc/e4/d71e71edc972d534f51cff72fa30edb8b0e5df109b2e5ae67a3985faebb9/joblib_progress-1.0.6-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/2b/01/764489e364948f52aa7cb958a91a8dafd489357d2401f66946542bbc1764/llvmlite-0.42.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/0c/29/0348de65b8cc732daa3e33e67806420b2ae89bdce2b04af740289c5c6c8c/loguru-0.7.3-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/4e/ca/03624e017e5ee2d7ce8a08d89f81c1e535eb3c30d7b2dc4a435ea3fbbeae/mkdocs_glightbox-0.5.2-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/a4/8e/469e5a4a2f5855992e425f3cb33804cc07bf18d48f2db061aec61ce50270/more_itertools-10.8.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/79/7b/2c79738432f5c924bef5071f933bcc9efd0473bac3b4aa584a6f7c1c8df8/mypy_extensions-1.1.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/ef/82/7a9d0550484a62c6da82858ee9419f3dd1ccc9aa1c26a1e43da3ecd20b0d/natsort-8.4.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/35/7d/bc4080a0d94719a039a96b1b5fb5b9a12d0048fab9f56efd9324fa07a096/ncls-0.0.70-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/f6/2d/f8cdcf325c8fbdfff911607d184e28eb7c94ca5c4760d7f149323404778a/numba-0.59.1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/a9/a6/aa38bddc9f8d90e5ce14023f06ccbf642ab5d507da1ffafb031c0f332dc6/numerary-0.4.4-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/0f/66/ec27ebb35fff4f3c48c9d20847c5f4abaaa7ce8bef562af7fb10605e5183/oxbow-0.5.1-cp39-abi3-manylinux_2_28_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/40/a8/4dac1f8f8235e5d25b9955d02ff6f29396191d4e665d71122c3722ca83c5/pandas-2.3.3-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
@@ -1913,6 +1776,7 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/dc/9b/47798a6c91d8bdb567fe2698fe81e0c6b7cb7ef4d13da4114b41d239f65d/typing_inspection-0.4.2-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/c7/b0/003792df09decd6849a5e39c28b513c06e84436a54440380862b5aeff25d/tzdata-2025.3-py2.py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/39/08/aaaad47bc4e9dc8c725e68f9d04865dbcb2052843ff09c97b08904852d84/urllib3-2.6.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/2e/54/647ade08bf0db230bfea292f893923872fd20be6ac6f53b2b936ba839d75/zipp-3.23.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/fd/e5/6d36f92a197c3c17729a2125e29c169f460538a7d939a27eaaa6dcfcba8e/zstandard-0.25.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
       - pypi: ./
   py311:
@@ -1935,7 +1799,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/charset-normalizer-3.4.4-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/click-8.3.1-pyh8f84b5b_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/colorama-0.4.6-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/commitizen-4.13.4-py311h38be061_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/commitizen-4.13.5-py311h38be061_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/coverage-7.13.3-py311h3778330_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/cpython-3.11.14-py311hd8ed1ab_3.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/decli-0.6.3-pyhd8ed1ab_0.conda
@@ -1946,7 +1810,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/executing-2.2.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/filelock-3.20.3-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/fmt-12.1.0-hff5e90c_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/fsspec-2026.1.0-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/fsspec-2026.2.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/gmp-6.3.0-hac33072_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/gmpy2-2.2.1-py311h92a432a_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/gnutls-3.8.11-h18acefa_1.conda
@@ -1954,12 +1818,11 @@ environments:
       - conda: https://conda.anaconda.org/bioconda/linux-64/htslib-1.23-h566b1c6_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/icecream-2.1.10-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/icu-78.2-h33c6efd_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/importlib-metadata-8.6.1-pyha770c72_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/iniconfig-2.3.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/jinja2-3.1.6-pyhcf101f3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/keyutils-1.6.3-hb9d3cd8_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/krb5-1.21.3-h659f571_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.45.1-default_hbd61a6d_100.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.45.1-default_hbd61a6d_101.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libabseil-20260107.0-cxx17_h7b12aa8_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libarchive-3.8.5-gpl_hc2c16d8_100.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libblas-3.11.0-5_h5875eb1_mkl.conda
@@ -1997,6 +1860,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.1-hb9d3cd8_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/linkify-it-py-2.0.3-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/llvm-openmp-21.1.8-h4922eb0_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/llvmlite-0.46.0-py311h41a00d4_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/lz4-c-1.10.0-h5888daf_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/lzo-2.10-h280c20c_1002.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/makefun-1.16.0-pyhd8ed1ab_0.conda
@@ -2013,17 +1877,18 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h2d0b736_3.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/nettle-3.10.1-h4a9d5aa_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/networkx-3.6.1-pyhcf101f3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/numpy-1.26.4-py311h64a7726_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/numba-0.63.1-py311h3c884d5_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/numpy-2.3.5-py311h2e04523_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/openssl-3.6.1-h35e630c_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/optree-0.18.0-py311hdf67eae_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/p11-kit-0.26.1-h3435931_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/p11-kit-0.26.2-h3435931_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/packaging-26.0-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/patchelf-0.17.2-h58526e2_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/perl-5.32.1-7_hd590300_perl5.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/platformdirs-4.5.1-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/bioconda/linux-64/plink2-2.0.0a.6.9-h9948957_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/noarch/pluggy-1.6.0-pyhf9edf01_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/prek-0.3.1-hb17b654_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/prek-0.3.2-hb17b654_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/prompt-toolkit-3.0.51-pyha770c72_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/prompt_toolkit-3.0.51-hd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/py-cpuinfo-9.0.0-pyhd8ed1ab_1.conda
@@ -2046,7 +1911,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/rich-14.3.2-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/ruff-0.15.0-h40fa522_0.conda
       - conda: https://conda.anaconda.org/bioconda/linux-64/samtools-1.23-h96c455f_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/setuptools-80.10.2-pyh332efcf_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/setuptools-82.0.0-pyh332efcf_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/shellingham-1.5.4-pyhd8ed1ab_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/sleef-3.9.0-ha0421bc_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/sympy-1.14.0-pyh2585a3b_105.conda
@@ -2063,17 +1928,16 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/typing_extensions-4.15.0-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2025c-hc9c84f9_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/uc-micro-py-1.0.3-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/uv-0.9.30-h6dd6661_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/wcwidth-0.5.3-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/uv-0.10.0-h6dd6661_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/wcwidth-0.6.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/wrapt-2.1.1-py311h49ec1c0_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/yaml-0.2.5-h280c20c_3.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/zipp-3.23.0-pyhcf101f3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.7-hb78ec9c_6.conda
       - pypi: https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/31/4a/72dc383d1a0d14f1d453e334e3461e229762edb1bf3f75b3ab977e9386ed/arro3_core-0.6.5-cp311-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/3a/2a/7cc015f5b9f5db42b7d48157e23356022889fc354a2813c15934b7cb5c0e/attrs-25.4.0-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/f8/50/7d4e10c2285258203e5bfc10142733e0b0f6d8012cb3289a9208e2f1f51f/awkward-2.8.12-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/5e/ce/57b9d59c4bdca1ee126e08fd251eef3a180049f9363b14f061d9975c67bd/awkward_cpp-51-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/77/39/4d8414260c3d83f22029a39e51553c173611b378d62ca391e5ca68e65cfa/awkward-2.9.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/6c/3c/75dce39944a6ef37edbaf804910c54a83073e245ac83f554ccae04a2a96f/awkward_cpp-52-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/71/cc/18245721fa7747065ab478316c7fea7c74777d07f37ae60db2e84f8172e8/beartype-0.22.9-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/e6/ad/3cc14f097111b4de0040c83a525973216457bbeeb63739ef1ed275c1c021/certifi-2026.1.4-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/a7/06/3d6badcf13db419e25b07041d9c7b4a2c331d3f4e7134445ec5df57714cd/coloredlogs-15.0.1-py2.py3-none-any.whl
@@ -2084,30 +1948,29 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/55/e2/2537ebcff11c1ee1ff17d8d0b6f4db75873e3b0fb32c2d4a2ee31ecb310a/docstring_parser-0.17.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/02/10/5da547df7a391dcde17f59520a231527b8571e6f46fc8efb02ccb370ab12/docutils-0.22.4-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/2a/09/f8d8f8f31e4483c10a906437b4ce31bdf3d6d417b73fe33f1a8b59e34228/einops-0.8.2-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/ae/f0/c8694e6cdd9032d98cb675bfd9a8799607b95fcb48f97127f3efe420b7aa/genoray-2.1.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/bc/74/2ab78ae878d9994abeb3baa026057fd3cd7388916a55ac8bf7000c2718e5/genoray-2.1.2-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/ac/8e/0eccb528701273640dd4f13678a0c1352176166aecd1ee7f4fa29355132b/hirola-0.3.0-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/f0/0f/310fb31e39e2d734ccaa2c0fb981ee41f7bd5056ce9bc29b2248bd569169/humanfriendly-10.0-py2.py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/0e/61/66938bbb5fc52dbdf84594873d5b51fb1f7c7794e9c0f5bd885f30bc507b/idna-3.11-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/fa/5e/f8e9a1d23b9c20a551a8a02ea3637b4642e22c2626e3a13a9a29cdea99eb/importlib_metadata-8.7.1-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/7b/91/984aca2ec129e2757d1e4e3c81c3fcda9d0f85b74670a094cc443d9ee949/joblib-1.5.3-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/cc/e4/d71e71edc972d534f51cff72fa30edb8b0e5df109b2e5ae67a3985faebb9/joblib_progress-1.0.6-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/a4/1f/300788b5eab99aec872ed2f3647386d7d7f7bbf4f99c91e9e023b404ff7f/llvmlite-0.42.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/0c/29/0348de65b8cc732daa3e33e67806420b2ae89bdce2b04af740289c5c6c8c/loguru-0.7.3-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/4e/ca/03624e017e5ee2d7ce8a08d89f81c1e535eb3c30d7b2dc4a435ea3fbbeae/mkdocs_glightbox-0.5.2-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/a4/8e/469e5a4a2f5855992e425f3cb33804cc07bf18d48f2db061aec61ce50270/more_itertools-10.8.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/79/7b/2c79738432f5c924bef5071f933bcc9efd0473bac3b4aa584a6f7c1c8df8/mypy_extensions-1.1.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/ef/82/7a9d0550484a62c6da82858ee9419f3dd1ccc9aa1c26a1e43da3ecd20b0d/natsort-8.4.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/fb/ec/b0c23ec7fc9df5af527b2d63f15a92699f7fd0515986763ed8e50489a755/ncls-0.0.70-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/54/f2/7d1579037643c874fa73516ea84c07e8d30ea347fb1a88c03b198447655d/numba-0.59.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/a9/a6/aa38bddc9f8d90e5ce14023f06ccbf642ab5d507da1ffafb031c0f332dc6/numerary-0.4.4-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/0f/66/ec27ebb35fff4f3c48c9d20847c5f4abaaa7ce8bef562af7fb10605e5183/oxbow-0.5.1-cp39-abi3-manylinux_2_28_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/62/fb/89319812eb1d714bfc04b7f177895caeba8ab4a37ef6712db75ed786e2e0/pandas-3.0.0-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/75/7b/03299e4ccc5e3cfb0f9e234207ac43ef08b3ba6c4c2882c890e550ceadba/pandera-0.29.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/38/be/8f232caaabc024de6746363e8171fd354b55299f09e54071ee035b83dab4/pgenlib-0.93.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/5b/bc/246f452431c592a2a424050e8bb9ccf494fb47613fd97c912f4d573a5e3b/phantom_types-3.0.2-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/08/75/ec73e38812bca7c2240aff481b9ddff20d1ad2f10dee4b3353f5eeaacdab/polars-1.37.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/0a/49/737c1a6273c585719858261753da0b688454d1b634438ccba8a9c4eb5aab/polars-1.38.1-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/c1/66/4f1f8decc506e7a561245982832e4ab87d95e6b08b1b9ec657f2c91ad5e1/polars_bio-0.20.1-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/aa/e1/fed85aa50b0ad75d4b3cae94962148b4f03338b240a74afdc8400c73203f/polars_config_meta-0.3.2-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/eb/21/9b55bea940524324625b1e8fd96233290303eb1bf2c23b54573487bbbc25/polars_runtime_32-1.37.1-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/f2/5a/61d60ec5cc0ab37cbd5a699edb2f9af2875b7fdfdfb2a4608ca3cc5f0448/polars_runtime_32-1.38.1-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/2a/2d/d4bf65e47cea8ff2c794a600c4fd1273a7902f268757c531e0ee9f18aa58/pooch-1.9.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/74/dc/035d54638fc5d2971cbf1e987ccd45f1091c83bcf747281cf6cc25e72c88/pyarrow-21.0.0-cp311-cp311-manylinux_2_28_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/0b/11/d6cc872893faad265a1ab201bda92d8c79ca06558f36e431634beeccc51b/pybigwig-0.3.25-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
@@ -2130,6 +1993,7 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/65/f3/107a22063bf27bdccf2024833d3445f4eea42b2e598abfbd46f6a63b6cb0/typing_inspect-0.9.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/dc/9b/47798a6c91d8bdb567fe2698fe81e0c6b7cb7ef4d13da4114b41d239f65d/typing_inspection-0.4.2-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/39/08/aaaad47bc4e9dc8c725e68f9d04865dbcb2052843ff09c97b08904852d84/urllib3-2.6.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/2e/54/647ade08bf0db230bfea292f893923872fd20be6ac6f53b2b936ba839d75/zipp-3.23.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/bb/1f/e9cfd801a3f9190bf3e759c422bbfd2247db9d7f3d54a56ecde70137791a/zstandard-0.25.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
       - pypi: ./
   py312:
@@ -2152,7 +2016,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/charset-normalizer-3.4.4-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/click-8.3.1-pyh8f84b5b_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/colorama-0.4.6-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/commitizen-4.13.4-py312h7900ff3_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/commitizen-4.13.5-py312h7900ff3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/coverage-7.13.3-py312h8a5da7c_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/cpython-3.12.12-py312hd8ed1ab_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/decli-0.6.3-pyhd8ed1ab_0.conda
@@ -2163,7 +2027,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/executing-2.2.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/filelock-3.20.3-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/fmt-12.1.0-hff5e90c_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/fsspec-2026.1.0-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/fsspec-2026.2.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/gmp-6.3.0-hac33072_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/gmpy2-2.2.1-py312hcaba1f9_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/gnutls-3.8.11-h18acefa_1.conda
@@ -2171,12 +2035,11 @@ environments:
       - conda: https://conda.anaconda.org/bioconda/linux-64/htslib-1.23-h566b1c6_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/icecream-2.1.10-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/icu-78.2-h33c6efd_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/importlib-metadata-8.6.1-pyha770c72_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/iniconfig-2.3.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/jinja2-3.1.6-pyhcf101f3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/keyutils-1.6.3-hb9d3cd8_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/krb5-1.21.3-h659f571_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.45.1-default_hbd61a6d_100.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.45.1-default_hbd61a6d_101.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libabseil-20260107.0-cxx17_h7b12aa8_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libarchive-3.8.5-gpl_hc2c16d8_100.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libblas-3.11.0-5_h5875eb1_mkl.conda
@@ -2214,6 +2077,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.1-hb9d3cd8_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/linkify-it-py-2.0.3-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/llvm-openmp-21.1.8-h4922eb0_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/llvmlite-0.46.0-py312h7424e68_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/lz4-c-1.10.0-h5888daf_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/lzo-2.10-h280c20c_1002.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/makefun-1.16.0-pyhd8ed1ab_0.conda
@@ -2230,17 +2094,18 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h2d0b736_3.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/nettle-3.10.1-h4a9d5aa_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/networkx-3.6.1-pyhcf101f3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/numpy-1.26.4-py312heda63a1_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/numba-0.63.1-py312hd1dde6f_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/numpy-2.3.5-py312h33ff503_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/openssl-3.6.1-h35e630c_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/optree-0.18.0-py312hd9148b4_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/p11-kit-0.26.1-h3435931_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/p11-kit-0.26.2-h3435931_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/packaging-26.0-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/patchelf-0.17.2-h58526e2_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/perl-5.32.1-7_hd590300_perl5.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/platformdirs-4.5.1-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/bioconda/linux-64/plink2-2.0.0a.6.9-h9948957_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/noarch/pluggy-1.6.0-pyhf9edf01_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/prek-0.3.1-hb17b654_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/prek-0.3.2-hb17b654_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/prompt-toolkit-3.0.51-pyha770c72_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/prompt_toolkit-3.0.51-hd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/py-cpuinfo-9.0.0-pyhd8ed1ab_1.conda
@@ -2263,7 +2128,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/rich-14.3.2-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/ruff-0.15.0-h40fa522_0.conda
       - conda: https://conda.anaconda.org/bioconda/linux-64/samtools-1.23-h96c455f_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/setuptools-80.10.2-pyh332efcf_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/setuptools-82.0.0-pyh332efcf_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/shellingham-1.5.4-pyhd8ed1ab_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/sleef-3.9.0-ha0421bc_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/sympy-1.14.0-pyh2585a3b_105.conda
@@ -2280,17 +2145,16 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/typing_extensions-4.15.0-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2025c-hc9c84f9_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/uc-micro-py-1.0.3-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/uv-0.9.30-h6dd6661_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/wcwidth-0.5.3-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/uv-0.10.0-h6dd6661_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/wcwidth-0.6.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/wrapt-2.1.1-py312h4c3975b_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/yaml-0.2.5-h280c20c_3.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/zipp-3.23.0-pyhcf101f3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.7-hb78ec9c_6.conda
       - pypi: https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/31/4a/72dc383d1a0d14f1d453e334e3461e229762edb1bf3f75b3ab977e9386ed/arro3_core-0.6.5-cp311-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/3a/2a/7cc015f5b9f5db42b7d48157e23356022889fc354a2813c15934b7cb5c0e/attrs-25.4.0-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/f8/50/7d4e10c2285258203e5bfc10142733e0b0f6d8012cb3289a9208e2f1f51f/awkward-2.8.12-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/5a/58/f1f95c653cb41b4a7bda89b509789126e7d131e40bbd0cc0da54fcdf0f84/awkward_cpp-51-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/77/39/4d8414260c3d83f22029a39e51553c173611b378d62ca391e5ca68e65cfa/awkward-2.9.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/28/95/dc2b3a7b78c432e0b4d01d4874e4adbd9e46d146515023c9af569297708f/awkward_cpp-52-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/71/cc/18245721fa7747065ab478316c7fea7c74777d07f37ae60db2e84f8172e8/beartype-0.22.9-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/e6/ad/3cc14f097111b4de0040c83a525973216457bbeeb63739ef1ed275c1c021/certifi-2026.1.4-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/a7/06/3d6badcf13db419e25b07041d9c7b4a2c331d3f4e7134445ec5df57714cd/coloredlogs-15.0.1-py2.py3-none-any.whl
@@ -2301,30 +2165,28 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/55/e2/2537ebcff11c1ee1ff17d8d0b6f4db75873e3b0fb32c2d4a2ee31ecb310a/docstring_parser-0.17.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/02/10/5da547df7a391dcde17f59520a231527b8571e6f46fc8efb02ccb370ab12/docutils-0.22.4-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/2a/09/f8d8f8f31e4483c10a906437b4ce31bdf3d6d417b73fe33f1a8b59e34228/einops-0.8.2-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/ae/f0/c8694e6cdd9032d98cb675bfd9a8799607b95fcb48f97127f3efe420b7aa/genoray-2.1.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/bc/74/2ab78ae878d9994abeb3baa026057fd3cd7388916a55ac8bf7000c2718e5/genoray-2.1.2-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/ac/8e/0eccb528701273640dd4f13678a0c1352176166aecd1ee7f4fa29355132b/hirola-0.3.0-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/f0/0f/310fb31e39e2d734ccaa2c0fb981ee41f7bd5056ce9bc29b2248bd569169/humanfriendly-10.0-py2.py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/0e/61/66938bbb5fc52dbdf84594873d5b51fb1f7c7794e9c0f5bd885f30bc507b/idna-3.11-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/7b/91/984aca2ec129e2757d1e4e3c81c3fcda9d0f85b74670a094cc443d9ee949/joblib-1.5.3-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/cc/e4/d71e71edc972d534f51cff72fa30edb8b0e5df109b2e5ae67a3985faebb9/joblib_progress-1.0.6-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/62/af/c3df8a3f26c3cff7730ab1cb7c7a4c899f8c4fb4acd9020150d1599575ac/llvmlite-0.42.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/0c/29/0348de65b8cc732daa3e33e67806420b2ae89bdce2b04af740289c5c6c8c/loguru-0.7.3-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/4e/ca/03624e017e5ee2d7ce8a08d89f81c1e535eb3c30d7b2dc4a435ea3fbbeae/mkdocs_glightbox-0.5.2-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/a4/8e/469e5a4a2f5855992e425f3cb33804cc07bf18d48f2db061aec61ce50270/more_itertools-10.8.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/79/7b/2c79738432f5c924bef5071f933bcc9efd0473bac3b4aa584a6f7c1c8df8/mypy_extensions-1.1.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/ef/82/7a9d0550484a62c6da82858ee9419f3dd1ccc9aa1c26a1e43da3ecd20b0d/natsort-8.4.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/40/03/f5d0b979c6a1f8a8a11ba115a7c5b145671f092372a4ede164dc2597c466/ncls-0.0.70-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/47/ab/ef2605f0463889ea8934feb84ac71c3b3c562bd25bb0fda690ba46ee2fbe/numba-0.59.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/a9/a6/aa38bddc9f8d90e5ce14023f06ccbf642ab5d507da1ffafb031c0f332dc6/numerary-0.4.4-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/0f/66/ec27ebb35fff4f3c48c9d20847c5f4abaaa7ce8bef562af7fb10605e5183/oxbow-0.5.1-cp39-abi3-manylinux_2_28_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/bf/2e/9211f09bedb04f9832122942de8b051804b31a39cfbad199a819bb88d9f3/pandas-3.0.0-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/75/7b/03299e4ccc5e3cfb0f9e234207ac43ef08b3ba6c4c2882c890e550ceadba/pandera-0.29.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/96/b2/b5d342944cce1cd9ea4dd4ba16e70f77d99a915137bbb364e0bbc188f2a1/pgenlib-0.93.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/5b/bc/246f452431c592a2a424050e8bb9ccf494fb47613fd97c912f4d573a5e3b/phantom_types-3.0.2-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/08/75/ec73e38812bca7c2240aff481b9ddff20d1ad2f10dee4b3353f5eeaacdab/polars-1.37.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/0a/49/737c1a6273c585719858261753da0b688454d1b634438ccba8a9c4eb5aab/polars-1.38.1-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/c1/66/4f1f8decc506e7a561245982832e4ab87d95e6b08b1b9ec657f2c91ad5e1/polars_bio-0.20.1-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/aa/e1/fed85aa50b0ad75d4b3cae94962148b4f03338b240a74afdc8400c73203f/polars_config_meta-0.3.2-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/eb/21/9b55bea940524324625b1e8fd96233290303eb1bf2c23b54573487bbbc25/polars_runtime_32-1.37.1-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/f2/5a/61d60ec5cc0ab37cbd5a699edb2f9af2875b7fdfdfb2a4608ca3cc5f0448/polars_runtime_32-1.38.1-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/2a/2d/d4bf65e47cea8ff2c794a600c4fd1273a7902f268757c531e0ee9f18aa58/pooch-1.9.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/ad/90/2660332eeb31303c13b653ea566a9918484b6e4d6b9d2d46879a33ab0622/pyarrow-21.0.0-cp312-cp312-manylinux_2_28_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/7a/f6/51d8a97116de23c9280c1fa3b813bc088f8571ce5936ba84af1ecf13ed45/pybigwig-0.3.25-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
@@ -2369,9 +2231,9 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/charset-normalizer-3.4.4-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/click-8.3.1-pyh8f84b5b_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/colorama-0.4.6-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/commitizen-4.13.4-py313h78bf25f_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/commitizen-4.13.5-py313h78bf25f_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/coverage-7.13.3-py313h3dea7bd_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/cpython-3.13.11-py313hd8ed1ab_101.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/cpython-3.13.12-py313hd8ed1ab_100.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/decli-0.6.3-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/decopatch-1.4.10-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/deprecated-1.3.1-pyhd8ed1ab_1.conda
@@ -2380,7 +2242,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/executing-2.2.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/filelock-3.20.3-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/fmt-12.1.0-hff5e90c_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/fsspec-2026.1.0-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/fsspec-2026.2.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/gmp-6.3.0-hac33072_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/gmpy2-2.2.1-py313h86d8783_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/gnutls-3.8.11-h18acefa_1.conda
@@ -2388,12 +2250,11 @@ environments:
       - conda: https://conda.anaconda.org/bioconda/linux-64/htslib-1.23-h566b1c6_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/icecream-2.1.10-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/icu-78.2-h33c6efd_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/importlib-metadata-8.6.1-pyha770c72_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/iniconfig-2.3.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/jinja2-3.1.6-pyhcf101f3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/keyutils-1.6.3-hb9d3cd8_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/krb5-1.21.3-h659f571_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.45.1-default_hbd61a6d_100.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.45.1-default_hbd61a6d_101.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libabseil-20260107.0-cxx17_h7b12aa8_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libarchive-3.8.5-gpl_hc2c16d8_100.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libblas-3.11.0-5_h5875eb1_mkl.conda
@@ -2431,6 +2292,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.1-hb9d3cd8_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/linkify-it-py-2.0.3-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/llvm-openmp-21.1.8-h4922eb0_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/llvmlite-0.46.0-py313hdd307be_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/lz4-c-1.10.0-h5888daf_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/lzo-2.10-h280c20c_1002.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/makefun-1.16.0-pyhd8ed1ab_0.conda
@@ -2447,17 +2309,18 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h2d0b736_3.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/nettle-3.10.1-h4a9d5aa_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/networkx-3.6.1-pyhcf101f3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/numpy-2.2.6-py313h17eae1a_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/numba-0.63.1-py313h5dce7c4_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/numpy-2.3.5-py313hf6604e3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/openssl-3.6.1-h35e630c_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/optree-0.18.0-py313h7037e92_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/p11-kit-0.26.1-h3435931_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/p11-kit-0.26.2-h3435931_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/packaging-26.0-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/patchelf-0.17.2-h58526e2_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/perl-5.32.1-7_hd590300_perl5.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/platformdirs-4.5.1-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/bioconda/linux-64/plink2-2.0.0a.6.9-h9948957_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/noarch/pluggy-1.6.0-pyhf9edf01_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/prek-0.3.1-hb17b654_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/prek-0.3.2-hb17b654_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/prompt-toolkit-3.0.51-pyha770c72_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/prompt_toolkit-3.0.51-hd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/py-cpuinfo-9.0.0-pyhd8ed1ab_1.conda
@@ -2470,7 +2333,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/pytest-benchmark-5.2.3-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pytest-cases-3.9.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pytest-cov-7.0.0-pyhcf101f3_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/python-3.13.11-hc97d973_101_cp313.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/python-3.13.12-hc97d973_100_cp313.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.13-8_cp313.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/pytorch-2.10.0-cpu_mkl_py313_h86e55c7_102.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/pytorch-cpu-2.10.0-cpu_mkl_hd61e0f4_102.conda
@@ -2480,7 +2343,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/rich-14.3.2-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/ruff-0.15.0-h40fa522_0.conda
       - conda: https://conda.anaconda.org/bioconda/linux-64/samtools-1.23-h96c455f_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/setuptools-80.10.2-pyh332efcf_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/setuptools-82.0.0-pyh332efcf_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/shellingham-1.5.4-pyhd8ed1ab_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/sleef-3.9.0-ha0421bc_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/sympy-1.14.0-pyh2585a3b_105.conda
@@ -2497,17 +2360,16 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/typing_extensions-4.15.0-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2025c-hc9c84f9_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/uc-micro-py-1.0.3-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/uv-0.9.30-h6dd6661_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/wcwidth-0.5.3-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/uv-0.10.0-h6dd6661_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/wcwidth-0.6.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/wrapt-2.1.1-py313h07c4f96_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/yaml-0.2.5-h280c20c_3.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/zipp-3.23.0-pyhcf101f3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.7-hb78ec9c_6.conda
       - pypi: https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/31/4a/72dc383d1a0d14f1d453e334e3461e229762edb1bf3f75b3ab977e9386ed/arro3_core-0.6.5-cp311-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/3a/2a/7cc015f5b9f5db42b7d48157e23356022889fc354a2813c15934b7cb5c0e/attrs-25.4.0-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/f8/50/7d4e10c2285258203e5bfc10142733e0b0f6d8012cb3289a9208e2f1f51f/awkward-2.8.12-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/ef/14/d57a01b567cdbbce5490a6178d401ef608aec183e77b68d17fd0de4ecebd/awkward_cpp-51-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/77/39/4d8414260c3d83f22029a39e51553c173611b378d62ca391e5ca68e65cfa/awkward-2.9.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/54/42/2b2b00b0df934353c8e3ebfb2be68f63d7aa6dfe5eb5d5f6427b092e0814/awkward_cpp-52-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/71/cc/18245721fa7747065ab478316c7fea7c74777d07f37ae60db2e84f8172e8/beartype-0.22.9-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/e6/ad/3cc14f097111b4de0040c83a525973216457bbeeb63739ef1ed275c1c021/certifi-2026.1.4-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/a7/06/3d6badcf13db419e25b07041d9c7b4a2c331d3f4e7134445ec5df57714cd/coloredlogs-15.0.1-py2.py3-none-any.whl
@@ -2518,30 +2380,28 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/55/e2/2537ebcff11c1ee1ff17d8d0b6f4db75873e3b0fb32c2d4a2ee31ecb310a/docstring_parser-0.17.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/02/10/5da547df7a391dcde17f59520a231527b8571e6f46fc8efb02ccb370ab12/docutils-0.22.4-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/2a/09/f8d8f8f31e4483c10a906437b4ce31bdf3d6d417b73fe33f1a8b59e34228/einops-0.8.2-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/ae/f0/c8694e6cdd9032d98cb675bfd9a8799607b95fcb48f97127f3efe420b7aa/genoray-2.1.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/bc/74/2ab78ae878d9994abeb3baa026057fd3cd7388916a55ac8bf7000c2718e5/genoray-2.1.2-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/ac/8e/0eccb528701273640dd4f13678a0c1352176166aecd1ee7f4fa29355132b/hirola-0.3.0-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/f0/0f/310fb31e39e2d734ccaa2c0fb981ee41f7bd5056ce9bc29b2248bd569169/humanfriendly-10.0-py2.py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/0e/61/66938bbb5fc52dbdf84594873d5b51fb1f7c7794e9c0f5bd885f30bc507b/idna-3.11-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/7b/91/984aca2ec129e2757d1e4e3c81c3fcda9d0f85b74670a094cc443d9ee949/joblib-1.5.3-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/cc/e4/d71e71edc972d534f51cff72fa30edb8b0e5df109b2e5ae67a3985faebb9/joblib_progress-1.0.6-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/d2/1b/656f5a357de7135a3777bd735cc7c9b8f23b4d37465505bd0eaf4be9befe/llvmlite-0.44.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/0c/29/0348de65b8cc732daa3e33e67806420b2ae89bdce2b04af740289c5c6c8c/loguru-0.7.3-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/4e/ca/03624e017e5ee2d7ce8a08d89f81c1e535eb3c30d7b2dc4a435ea3fbbeae/mkdocs_glightbox-0.5.2-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/a4/8e/469e5a4a2f5855992e425f3cb33804cc07bf18d48f2db061aec61ce50270/more_itertools-10.8.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/79/7b/2c79738432f5c924bef5071f933bcc9efd0473bac3b4aa584a6f7c1c8df8/mypy_extensions-1.1.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/ef/82/7a9d0550484a62c6da82858ee9419f3dd1ccc9aa1c26a1e43da3ecd20b0d/natsort-8.4.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/5f/dd/0c6a5a36ec132665f85e5e33f0480b58cf5aa8af8fbe1d5971410d789558/ncls-0.0.70.tar.gz
-      - pypi: https://files.pythonhosted.org/packages/0d/e0/5ea04e7ad2c39288c0f0f9e8d47638ad70f28e275d092733b5817cf243c9/numba-0.61.2-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/a9/a6/aa38bddc9f8d90e5ce14023f06ccbf642ab5d507da1ffafb031c0f332dc6/numerary-0.4.4-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/0f/66/ec27ebb35fff4f3c48c9d20847c5f4abaaa7ce8bef562af7fb10605e5183/oxbow-0.5.1-cp39-abi3-manylinux_2_28_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/f7/a3/51e02ebc2a14974170d51e2410dfdab58870ea9bcd37cda15bd553d24dc4/pandas-3.0.0-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/75/7b/03299e4ccc5e3cfb0f9e234207ac43ef08b3ba6c4c2882c890e550ceadba/pandera-0.29.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/7b/f8/4d7cc7f49631c00a4733e804c89f2d9e7962c8d50e53e69e89fc3ff5b3fa/pgenlib-0.93.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/5b/bc/246f452431c592a2a424050e8bb9ccf494fb47613fd97c912f4d573a5e3b/phantom_types-3.0.2-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/c3/47/61e7a47f77e321aa1cbf4141cc60df9d6e63b9f469c5525226535552a04c/polars-1.38.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/0a/49/737c1a6273c585719858261753da0b688454d1b634438ccba8a9c4eb5aab/polars-1.38.1-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/c1/66/4f1f8decc506e7a561245982832e4ab87d95e6b08b1b9ec657f2c91ad5e1/polars_bio-0.20.1-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/aa/e1/fed85aa50b0ad75d4b3cae94962148b4f03338b240a74afdc8400c73203f/polars_config_meta-0.3.2-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/89/64/4c5dbb1c2d2c025f8e7c7e433bd343c4fc955ceadd087a7ad456de8668f8/polars_runtime_32-1.38.0-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/f2/5a/61d60ec5cc0ab37cbd5a699edb2f9af2875b7fdfdfb2a4608ca3cc5f0448/polars_runtime_32-1.38.1-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/2a/2d/d4bf65e47cea8ff2c794a600c4fd1273a7902f268757c531e0ee9f18aa58/pooch-1.9.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/89/4b/7782438b551dbb0468892a276b8c789b8bbdb25ea5c5eb27faadd753e037/pyarrow-21.0.0-cp313-cp313-manylinux_2_28_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/5b/e6/01ada46425bd120b36e7c2f6fe74a980de6912d416f07c9c85b22fadd515/pybigwig-0.3.25-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
@@ -2599,29 +2459,21 @@ packages:
   purls: []
   size: 8244
   timestamp: 1764092331208
-- conda: https://conda.anaconda.org/conda-forge/noarch/_python_abi3_support-1.0-hd8ed1ab_2.conda
-  sha256: a3967b937b9abf0f2a99f3173fa4630293979bd1644709d89580e7c62a544661
-  md5: aaa2a381ccc56eac91d63b6c1240312f
-  depends:
-  - cpython
-  - python-gil
-  license: MIT
-  license_family: MIT
-  purls: []
-  size: 8191
-  timestamp: 1744137672556
-- conda: https://conda.anaconda.org/conda-forge/noarch/accessible-pygments-0.0.5-pyhd8ed1ab_1.conda
-  sha256: 1307719f0d8ee694fc923579a39c0621c23fdaa14ccdf9278a5aac5665ac58e9
-  md5: 74ac5069774cdbc53910ec4d631a3999
-  depends:
-  - pygments
-  - python >=3.9
-  license: BSD-3-Clause
-  license_family: BSD
-  purls:
-  - pkg:pypi/accessible-pygments?source=hash-mapping
-  size: 1326096
-  timestamp: 1734956217254
+- pypi: https://files.pythonhosted.org/packages/8d/3f/95338030883d8c8b91223b4e21744b04d11b161a3ef117295d8241f50ab4/accessible_pygments-0.0.5-py3-none-any.whl
+  name: accessible-pygments
+  version: 0.0.5
+  sha256: 88ae3211e68a1d0b011504b2ffc1691feafce124b845bd072ab6f9f66f34d4b7
+  requires_dist:
+  - pygments>=1.5
+  - pillow ; extra == 'dev'
+  - pkginfo>=1.10 ; extra == 'dev'
+  - playwright ; extra == 'dev'
+  - pre-commit ; extra == 'dev'
+  - setuptools ; extra == 'dev'
+  - twine>=5.0 ; extra == 'dev'
+  - hypothesis ; extra == 'tests'
+  - pytest ; extra == 'tests'
+  requires_python: '>=3.9'
 - pypi: https://files.pythonhosted.org/packages/0f/15/5bf3b99495fb160b63f95972b81750f18f7f4e02ad051373b669d17d44f2/aiohappyeyeballs-2.6.1-py3-none-any.whl
   name: aiohappyeyeballs
   version: 2.6.1
@@ -2653,17 +2505,11 @@ packages:
   - frozenlist>=1.1.0
   - typing-extensions>=4.2 ; python_full_version < '3.13'
   requires_python: '>=3.9'
-- conda: https://conda.anaconda.org/conda-forge/noarch/alabaster-1.0.0-pyhd8ed1ab_1.conda
-  sha256: 6c4456a138919dae9edd3ac1a74b6fbe5fd66c05675f54df2f8ab8c8d0cc6cea
-  md5: 1fd9696649f65fd6611fcdb4ffec738a
-  depends:
-  - python >=3.10
-  license: BSD-3-Clause
-  license_family: BSD
-  purls:
-  - pkg:pypi/alabaster?source=hash-mapping
-  size: 18684
-  timestamp: 1733750512696
+- pypi: https://files.pythonhosted.org/packages/7e/b3/6b4067be973ae96ba0d615946e314c5ae35f9f993eca561b356540bb0c2b/alabaster-1.0.0-py3-none-any.whl
+  name: alabaster
+  version: 1.0.0
+  sha256: fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
+  requires_python: '>=3.10'
 - conda: https://conda.anaconda.org/conda-forge/linux-64/alsa-lib-1.2.15.3-hb03c661_0.conda
   sha256: d88aa7ae766cf584e180996e92fef2aa7d8e0a0a5ab1d4d49c32390c1b5fff31
   md5: dcdc58c15961dbf17a0621312b01f5cb
@@ -2682,24 +2528,17 @@ packages:
   requires_dist:
   - typing-extensions>=4.0.0 ; python_full_version < '3.9'
   requires_python: '>=3.8'
-- conda: https://conda.anaconda.org/conda-forge/noarch/anyio-4.12.1-pyhcf101f3_0.conda
-  sha256: eb0c4e2b24f1fbefaf96ce6c992c6bd64340bc3c06add4d7415ab69222b201da
-  md5: 11a2b8c732d215d977998ccd69a9d5e8
-  depends:
-  - exceptiongroup >=1.0.2
-  - idna >=2.8
-  - python >=3.10
-  - typing_extensions >=4.5
-  - python
-  constrains:
-  - trio >=0.32.0
-  - uvloop >=0.21
-  license: MIT
-  license_family: MIT
-  purls:
-  - pkg:pypi/anyio?source=compressed-mapping
-  size: 145175
-  timestamp: 1767719033569
+- pypi: https://files.pythonhosted.org/packages/38/0e/27be9fdef66e72d64c0cdc3cc2823101b80585f8119b5c112c2e8f5f7dab/anyio-4.12.1-py3-none-any.whl
+  name: anyio
+  version: 4.12.1
+  sha256: d405828884fc140aa80a3c667b8beed277f1dfedec42ba031bd6ac3db606ab6c
+  requires_dist:
+  - exceptiongroup>=1.0.2 ; python_full_version < '3.11'
+  - idna>=2.8
+  - typing-extensions>=4.5 ; python_full_version < '3.13'
+  - trio>=0.32.0 ; python_full_version >= '3.10' and extra == 'trio'
+  - trio>=0.31.0 ; python_full_version < '3.10' and extra == 'trio'
+  requires_python: '>=3.9'
 - conda: https://conda.anaconda.org/conda-forge/noarch/argcomplete-3.6.3-pyhd8ed1ab_0.conda
   sha256: a2a1879c53b7a8438c898d20fa5f6274e4b1c30161f93b7818236e9df6adffde
   md5: 8f37c8fb7116a18da04e52fa9e2c8df9
@@ -2743,84 +2582,61 @@ packages:
   version: 25.4.0
   sha256: adcf7e2a1fb3b36ac48d97835bb6d8ade15b8dcce26aba8bf1d14847b57a3373
   requires_python: '>=3.9'
-- conda: https://conda.anaconda.org/conda-forge/noarch/attrs-25.4.0-pyhcf101f3_1.conda
-  sha256: c13d5e42d187b1d0255f591b7ce91201d4ed8a5370f0d986707a802c20c9d32f
-  md5: 537296d57ea995666c68c821b00e360b
-  depends:
-  - python >=3.10
-  - python
-  license: MIT
-  license_family: MIT
-  purls:
-  - pkg:pypi/attrs?source=compressed-mapping
-  size: 64759
-  timestamp: 1764875182184
-- pypi: https://files.pythonhosted.org/packages/f8/50/7d4e10c2285258203e5bfc10142733e0b0f6d8012cb3289a9208e2f1f51f/awkward-2.8.12-py3-none-any.whl
+- pypi: https://files.pythonhosted.org/packages/77/39/4d8414260c3d83f22029a39e51553c173611b378d62ca391e5ca68e65cfa/awkward-2.9.0-py3-none-any.whl
   name: awkward
-  version: 2.8.12
-  sha256: 0e6e4c4009b719b9f1459e7f2bf169a641685b4b9fcc4f8cb90ba009313f8c7d
+  version: 2.9.0
+  sha256: 4859e371c606ca7fe737546f302de08110d53ed986cdd1254fb059dd48912db6
   requires_dist:
-  - awkward-cpp==51
+  - awkward-cpp==52
   - fsspec>=2022.11.0
   - importlib-metadata>=4.13.0 ; python_full_version < '3.12'
-  - numpy>=1.18.0
+  - numpy>=1.21.3
   - packaging
   - typing-extensions>=4.1.0 ; python_full_version < '3.11'
-  requires_python: '>=3.9'
-- pypi: https://files.pythonhosted.org/packages/5a/58/f1f95c653cb41b4a7bda89b509789126e7d131e40bbd0cc0da54fcdf0f84/awkward_cpp-51-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/28/95/dc2b3a7b78c432e0b4d01d4874e4adbd9e46d146515023c9af569297708f/awkward_cpp-52-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
   name: awkward-cpp
-  version: '51'
-  sha256: ab5f5c4175e70ce592fd5627d32abae9efa1210e9e3c0f03a58d44e8041f8551
+  version: '52'
+  sha256: 33de01875ee582c51609557a586c6d23ed5474408e7c2abd3f7919f34ba4fd0e
   requires_dist:
-  - numpy>=1.18.0
-  requires_python: '>=3.9'
-- pypi: https://files.pythonhosted.org/packages/5e/ce/57b9d59c4bdca1ee126e08fd251eef3a180049f9363b14f061d9975c67bd/awkward_cpp-51-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
+  - numpy>=1.21.3
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/54/42/2b2b00b0df934353c8e3ebfb2be68f63d7aa6dfe5eb5d5f6427b092e0814/awkward_cpp-52-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
   name: awkward-cpp
-  version: '51'
-  sha256: 58c617bd0349c63281c4aadf1081e8a7cc4bfc0507a77c2780fe360cca3f4077
+  version: '52'
+  sha256: 5220ab983da9f12bea8b63fe1aed2529ce329e3dcbd8a4d5fae2f97e7b8ce525
   requires_dist:
-  - numpy>=1.18.0
-  requires_python: '>=3.9'
-- pypi: https://files.pythonhosted.org/packages/6f/df/af2862a803f816e0c858f7cdc08c1b60e5dd6e146451c17e9b3f25ed2105/awkward_cpp-51-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+  - numpy>=1.21.3
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/63/2f/ed68a7ee0f76b20b3d8ea3c3dcb06f9c2a2725a95c83cbe0eee65939e750/awkward_cpp-52-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
   name: awkward-cpp
-  version: '51'
-  sha256: fe9d93564f57e5155c8266df97a0e14dd766d70d2a956b712f5f28993ec1099f
+  version: '52'
+  sha256: cd7c09f29781805dc050329418168cc7568e0837d0adb2d523b7c3f45c187b90
   requires_dist:
-  - numpy>=1.18.0
-  requires_python: '>=3.9'
-- pypi: https://files.pythonhosted.org/packages/ef/14/d57a01b567cdbbce5490a6178d401ef608aec183e77b68d17fd0de4ecebd/awkward_cpp-51-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
+  - numpy>=1.21.3
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/6c/3c/75dce39944a6ef37edbaf804910c54a83073e245ac83f554ccae04a2a96f/awkward_cpp-52-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
   name: awkward-cpp
-  version: '51'
-  sha256: ab1abd3ff6bc5f08031d0d1642345620fcd04936a3a75d1b75410d64b648c7d2
+  version: '52'
+  sha256: 91f1a9bbf54933377413d4d94c854eceb2a253557ad54e32c2747876bb9767af
   requires_dist:
-  - numpy>=1.18.0
-  requires_python: '>=3.9'
-- conda: https://conda.anaconda.org/conda-forge/noarch/babel-2.17.0-pyhd8ed1ab_0.conda
-  sha256: 1c656a35800b7f57f7371605bc6507c8d3ad60fbaaec65876fce7f73df1fc8ac
-  md5: 0a01c169f0ab0f91b26e77a3301fbfe4
-  depends:
-  - python >=3.9
-  - pytz >=2015.7
-  license: BSD-3-Clause
-  license_family: BSD
-  purls:
-  - pkg:pypi/babel?source=hash-mapping
-  size: 6938256
-  timestamp: 1738490268466
-- conda: https://conda.anaconda.org/conda-forge/linux-64/backports.zstd-1.3.0-py312h90b7ffd_0.conda
-  sha256: d77a24be15e283d83214121428290dbe55632a6e458378205b39c550afa008cf
-  md5: 5b8c55fed2e576dde4b0b33693a4fdb1
-  depends:
-  - python
-  - libgcc >=14
-  - __glibc >=2.17,<3.0.a0
-  - python_abi 3.12.* *_cp312
-  - zstd >=1.5.7,<1.6.0a0
-  license: BSD-3-Clause AND MIT AND EPL-2.0
-  purls:
-  - pkg:pypi/backports-zstd?source=hash-mapping
-  size: 237970
-  timestamp: 1767045004512
+  - numpy>=1.21.3
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/77/f5/21d2de20e8b8b0408f0681956ca2c69f1320a3848ac50e6e7f39c6159675/babel-2.18.0-py3-none-any.whl
+  name: babel
+  version: 2.18.0
+  sha256: e2b422b277c2b9a9630c1d7903c2a00d0830c409c59ac8cae9081c92f1aeba35
+  requires_dist:
+  - pytz>=2015.7 ; python_full_version < '3.9'
+  - tzdata ; sys_platform == 'win32' and extra == 'dev'
+  - backports-zoneinfo ; python_full_version < '3.9' and extra == 'dev'
+  - freezegun~=1.0 ; extra == 'dev'
+  - jinja2>=3.0 ; extra == 'dev'
+  - pytest-cov ; extra == 'dev'
+  - pytest>=6.0 ; extra == 'dev'
+  - pytz ; extra == 'dev'
+  - setuptools ; extra == 'dev'
+  requires_python: '>=3.8'
 - pypi: https://files.pythonhosted.org/packages/2d/ea/d6230cc9772edca0fd8c91638dc1c2e2def09b9a22cfabe6532906e96aea/basenji2_pytorch-0.1.2-py3-none-any.whl
   name: basenji2-pytorch
   version: 0.1.2
@@ -2952,43 +2768,27 @@ packages:
   - xarray ; python_full_version < '3.15' and extra == 'test-tox'
   - coverage>=5.5 ; extra == 'test-tox-coverage'
   requires_python: '>=3.10'
-- conda: https://conda.anaconda.org/conda-forge/noarch/beautifulsoup4-4.14.3-pyha770c72_0.conda
-  sha256: bf1e71c3c0a5b024e44ff928225a0874fc3c3356ec1a0b6fe719108e6d1288f6
-  md5: 5267bef8efea4127aacd1f4e1f149b6e
-  depends:
-  - python >=3.10
-  - soupsieve >=1.2
-  - typing-extensions
-  license: MIT
-  license_family: MIT
-  purls:
-  - pkg:pypi/beautifulsoup4?source=hash-mapping
-  size: 90399
-  timestamp: 1764520638652
-- conda: https://conda.anaconda.org/conda-forge/noarch/bleach-6.3.0-pyhcf101f3_0.conda
-  sha256: e03ba1a2b93fe0383c57920a9dc6b4e0c2c7972a3f214d531ed3c21dc8f8c717
-  md5: b1a27250d70881943cca0dd6b4ba0956
-  depends:
-  - python >=3.10
+- pypi: https://files.pythonhosted.org/packages/1a/39/47f9197bdd44df24d67ac8893641e16f386c984a0619ef2ee4c51fbbc019/beautifulsoup4-4.14.3-py3-none-any.whl
+  name: beautifulsoup4
+  version: 4.14.3
+  sha256: 0918bfe44902e6ad8d57732ba310582e98da931428d231a5ecb9e7c703a735bb
+  requires_dist:
+  - soupsieve>=1.6.1
+  - typing-extensions>=4.0.0
+  - cchardet ; extra == 'cchardet'
+  - chardet ; extra == 'chardet'
+  - charset-normalizer ; extra == 'charset-normalizer'
+  - html5lib ; extra == 'html5lib'
+  - lxml ; extra == 'lxml'
+  requires_python: '>=3.7.0'
+- pypi: https://files.pythonhosted.org/packages/cd/3a/577b549de0cc09d95f11087ee63c739bba856cd3952697eec4c4bb91350a/bleach-6.3.0-py3-none-any.whl
+  name: bleach
+  version: 6.3.0
+  sha256: fe10ec77c93ddf3d13a73b035abaac7a9f5e436513864ccdad516693213c65d6
+  requires_dist:
   - webencodings
-  - python
-  constrains:
-  - tinycss >=1.1.0,<1.5
-  license: Apache-2.0 AND MIT
-  purls:
-  - pkg:pypi/bleach?source=hash-mapping
-  size: 141952
-  timestamp: 1763589981635
-- conda: https://conda.anaconda.org/conda-forge/noarch/bleach-with-css-6.3.0-h5f6438b_0.conda
-  sha256: f85f6b2c7938d8c20c80ce5b7e6349fafbb49294641b5648273c5f892b150768
-  md5: 08a03378bc5293c6f97637323802f480
-  depends:
-  - bleach ==6.3.0 pyhcf101f3_0
-  - tinycss2
-  license: Apache-2.0 AND MIT
-  purls: []
-  size: 4386
-  timestamp: 1763589981639
+  - tinycss2>=1.1.0,<1.5 ; extra == 'css'
+  requires_python: '>=3.10'
 - conda: https://conda.anaconda.org/conda-forge/linux-64/brotli-1.2.0-hed03a55_1.conda
   sha256: e511644d691f05eb12ebe1e971fd6dc3ae55a4df5c253b4e1788b789bdf2dfa6
   md5: 8ccf913aaba749a5496c17629d859ed1
@@ -3016,23 +2816,6 @@ packages:
   purls: []
   size: 21021
   timestamp: 1764017221344
-- conda: https://conda.anaconda.org/conda-forge/linux-64/brotli-python-1.2.0-py312hdb49522_1.conda
-  sha256: 49df13a1bb5e388ca0e4e87022260f9501ed4192656d23dc9d9a1b4bf3787918
-  md5: 64088dffd7413a2dd557ce837b4cbbdb
-  depends:
-  - __glibc >=2.17,<3.0.a0
-  - libgcc >=14
-  - libstdcxx >=14
-  - python >=3.12,<3.13.0a0
-  - python_abi 3.12.* *_cp312
-  constrains:
-  - libbrotlicommon 1.2.0 hb03c661_1
-  license: MIT
-  license_family: MIT
-  purls:
-  - pkg:pypi/brotli?source=compressed-mapping
-  size: 368300
-  timestamp: 1764017300621
 - conda: https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-hda65f42_8.conda
   sha256: c30daba32ddebbb7ded490f0e371eae90f51e72db620554089103b4a6934b0d5
   md5: 51a19bba1b8ebfb60df25cde030b7ebc
@@ -3095,16 +2878,6 @@ packages:
   version: 2026.1.4
   sha256: 9943707519e4add1115f44c2bc244f782c0249876bf51b6599fee1ffbedd685c
   requires_python: '>=3.7'
-- conda: https://conda.anaconda.org/conda-forge/noarch/certifi-2026.1.4-pyhd8ed1ab_0.conda
-  sha256: 110338066d194a715947808611b763857c15458f8b3b97197387356844af9450
-  md5: eacc711330cd46939f66cd401ff9c44b
-  depends:
-  - python >=3.10
-  license: ISC
-  purls:
-  - pkg:pypi/certifi?source=compressed-mapping
-  size: 150969
-  timestamp: 1767500900768
 - conda: https://conda.anaconda.org/conda-forge/noarch/charset-normalizer-3.4.4-pyhd8ed1ab_0.conda
   sha256: b32f8362e885f1b8417bac2b3da4db7323faa12d5db62b7fd6691c02d60d6f59
   md5: a22d1fd9bf98827e280a02875d9a007a
@@ -3148,6 +2921,13 @@ packages:
   - humanfriendly>=9.1
   - capturer>=2.4 ; extra == 'cron'
   requires_python: '>=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*'
+- pypi: https://files.pythonhosted.org/packages/60/97/891a0971e1e4a8c5d2b20bbe0e524dc04548d2307fee33cdeba148fd4fc7/comm-0.2.3-py3-none-any.whl
+  name: comm
+  version: 0.2.3
+  sha256: c615d91d75f7f04f095b30d1c1711babd43bdc6419c1be9886a85f2f4e489417
+  requires_dist:
+  - pytest ; extra == 'test'
+  requires_python: '>=3.8'
 - conda: https://conda.anaconda.org/conda-forge/noarch/comm-0.2.3-pyhe01879c_0.conda
   sha256: 576a44729314ad9e4e5ebe055fbf48beb8116b60e58f9070278985b2b634f212
   md5: 2da13f2b299d8e1995bafbbe9689a2f7
@@ -3160,16 +2940,15 @@ packages:
   - pkg:pypi/comm?source=hash-mapping
   size: 14690
   timestamp: 1753453984907
-- conda: https://conda.anaconda.org/conda-forge/linux-64/commitizen-4.13.4-py310hff52083_0.conda
-  sha256: 74ec8b9458301d8ee3f83379fb690bac7f7ffb359259a61ece4cd1aefd290a19
-  md5: 4414d2cd933c7069823635182317ee9a
+- conda: https://conda.anaconda.org/conda-forge/linux-64/commitizen-4.13.5-py310hff52083_1.conda
+  sha256: fa3ea980767570110c04d2884f75265a1195379ae65d82c934660278b43e21e3
+  md5: 8fa24d4c6beca7973ef99cadcd50cd41
   depends:
   - argcomplete <3.7,>=1.12.1
   - charset-normalizer <4,>=2.1.0
   - colorama <1.0,>=0.4.1
   - decli <1.0,>=0.6.0
   - deprecated <2,>=1.2.13
-  - importlib-metadata <8.7.0,>=8.0.0
   - jinja2 >=2.10.3
   - packaging >=19
   - prompt-toolkit !=3.0.52
@@ -3184,18 +2963,17 @@ packages:
   license_family: MIT
   purls:
   - pkg:pypi/commitizen?source=hash-mapping
-  size: 220551
-  timestamp: 1770214170528
-- conda: https://conda.anaconda.org/conda-forge/linux-64/commitizen-4.13.4-py311h38be061_0.conda
-  sha256: fbd0615ae5922de1fa1412a4723e2aa59761087a92bcdfc49c081389e3562f32
-  md5: 32d00a0574b657a15178db873e7696bc
+  size: 220584
+  timestamp: 1770353807550
+- conda: https://conda.anaconda.org/conda-forge/linux-64/commitizen-4.13.5-py311h38be061_1.conda
+  sha256: 9b82de8068de58e3df289cb71a6b6bc7153c19168a05336d48a0d3aaef9ea7d5
+  md5: 2fd3fc8b57011fe805569163e1f7de18
   depends:
   - argcomplete <3.7,>=1.12.1
   - charset-normalizer <4,>=2.1.0
   - colorama <1.0,>=0.4.1
   - decli <1.0,>=0.6.0
   - deprecated <2,>=1.2.13
-  - importlib-metadata <8.7.0,>=8.0.0
   - jinja2 >=2.10.3
   - packaging >=19
   - prompt-toolkit !=3.0.52
@@ -3205,23 +2983,21 @@ packages:
   - questionary <3.0,>=2.0
   - termcolor <4.0.0,>=1.1.0
   - tomlkit <1.0.0,>=0.8.0
-  - typing_extensions <5.0.0,>=4.0.1
   license: MIT
   license_family: MIT
   purls:
-  - pkg:pypi/commitizen?source=compressed-mapping
-  size: 243059
-  timestamp: 1770214163747
-- conda: https://conda.anaconda.org/conda-forge/linux-64/commitizen-4.13.4-py312h7900ff3_0.conda
-  sha256: 44f8d28c651d7914a76044859f9bbc04b4d04d1f2dbd9d005a8c6935a201466a
-  md5: 9c9417f19f3a0f5a2aed98ce09b7c7e6
+  - pkg:pypi/commitizen?source=hash-mapping
+  size: 242749
+  timestamp: 1770353817704
+- conda: https://conda.anaconda.org/conda-forge/linux-64/commitizen-4.13.5-py312h7900ff3_1.conda
+  sha256: 78a60e9b4ee556d2b73c1175778694644ca1964c42b2d146a751d8032bfb5fd0
+  md5: 5dedf4511acbcdd8d73789a0f1e5dfb2
   depends:
   - argcomplete <3.7,>=1.12.1
   - charset-normalizer <4,>=2.1.0
   - colorama <1.0,>=0.4.1
   - decli <1.0,>=0.6.0
   - deprecated <2,>=1.2.13
-  - importlib-metadata <8.7.0,>=8.0.0
   - jinja2 >=2.10.3
   - packaging >=19
   - prompt-toolkit !=3.0.52
@@ -3231,23 +3007,21 @@ packages:
   - questionary <3.0,>=2.0
   - termcolor <4.0.0,>=1.1.0
   - tomlkit <1.0.0,>=0.8.0
-  - typing_extensions <5.0.0,>=4.0.1
   license: MIT
   license_family: MIT
   purls:
   - pkg:pypi/commitizen?source=hash-mapping
-  size: 220666
-  timestamp: 1770214164572
-- conda: https://conda.anaconda.org/conda-forge/linux-64/commitizen-4.13.4-py313h78bf25f_0.conda
-  sha256: b518eb8ff8cf28f3344b59c0201fb4b123086dbbe9412221b958c3d30c7f183a
-  md5: 8022de52b0860f82c030e1e23fa79069
+  size: 221184
+  timestamp: 1770353805946
+- conda: https://conda.anaconda.org/conda-forge/linux-64/commitizen-4.13.5-py313h78bf25f_1.conda
+  sha256: 6227faae68f47e175eb703283eaeeef8bd56971b924a7e384370b6e48893a3db
+  md5: ca427d8546b95a6b67841e2a5a1e2d73
   depends:
   - argcomplete <3.7,>=1.12.1
   - charset-normalizer <4,>=2.1.0
   - colorama <1.0,>=0.4.1
   - decli <1.0,>=0.6.0
   - deprecated <2,>=1.2.13
-  - importlib-metadata <8.7.0,>=8.0.0
   - jinja2 >=2.10.3
   - packaging >=19
   - prompt-toolkit !=3.0.52
@@ -3257,13 +3031,37 @@ packages:
   - questionary <3.0,>=2.0
   - termcolor <4.0.0,>=1.1.0
   - tomlkit <1.0.0,>=0.8.0
-  - typing_extensions <5.0.0,>=4.0.1
   license: MIT
   license_family: MIT
   purls:
   - pkg:pypi/commitizen?source=hash-mapping
-  size: 218340
-  timestamp: 1770214163997
+  size: 218932
+  timestamp: 1770353824236
+- pypi: https://files.pythonhosted.org/packages/cc/8f/ec6289987824b29529d0dfda0d74a07cec60e54b9c92f3c9da4c0ac732de/contourpy-1.3.3-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
+  name: contourpy
+  version: 1.3.3
+  sha256: 4d00e655fcef08aba35ec9610536bfe90267d7ab5ba944f7032549c55a146da1
+  requires_dist:
+  - numpy>=1.25
+  - furo ; extra == 'docs'
+  - sphinx>=7.2 ; extra == 'docs'
+  - sphinx-copybutton ; extra == 'docs'
+  - bokeh ; extra == 'bokeh'
+  - selenium ; extra == 'bokeh'
+  - contourpy[bokeh,docs] ; extra == 'mypy'
+  - bokeh ; extra == 'mypy'
+  - docutils-stubs ; extra == 'mypy'
+  - mypy==1.17.0 ; extra == 'mypy'
+  - types-pillow ; extra == 'mypy'
+  - contourpy[test-no-images] ; extra == 'test'
+  - matplotlib ; extra == 'test'
+  - pillow ; extra == 'test'
+  - pytest ; extra == 'test-no-images'
+  - pytest-cov ; extra == 'test-no-images'
+  - pytest-rerunfailures ; extra == 'test-no-images'
+  - pytest-xdist ; extra == 'test-no-images'
+  - wurlitzer ; extra == 'test-no-images'
+  requires_python: '>=3.11'
 - conda: https://conda.anaconda.org/conda-forge/linux-64/contourpy-1.3.2-py310h3788b33_0.conda
   sha256: 5231c1b68e01a9bc9debabc077a6fb48c4395206d59f40a4598d1d5e353e11d8
   md5: b6420d29123c7c823de168f49ccdfe6a
@@ -3280,22 +3078,6 @@ packages:
   - pkg:pypi/contourpy?source=hash-mapping
   size: 261280
   timestamp: 1744743236964
-- conda: https://conda.anaconda.org/conda-forge/linux-64/contourpy-1.3.3-py312h0a2e395_4.conda
-  sha256: 62447faf7e8eb691e407688c0b4b7c230de40d5ecf95bf301111b4d05c5be473
-  md5: 43c2bc96af3ae5ed9e8a10ded942aa50
-  depends:
-  - numpy >=1.25
-  - python
-  - __glibc >=2.17,<3.0.a0
-  - libstdcxx >=14
-  - libgcc >=14
-  - python_abi 3.12.* *_cp312
-  license: BSD-3-Clause
-  license_family: BSD
-  purls:
-  - pkg:pypi/contourpy?source=compressed-mapping
-  size: 320386
-  timestamp: 1769155979897
 - conda: https://conda.anaconda.org/conda-forge/linux-64/coverage-7.13.3-py310h3406613_0.conda
   sha256: 6155bd093fddeb951ab6eb44a5cb32ee478fa1d06d545e8f4bd334c1e2dbfd67
   md5: 5939bd2a4f49dc77bff80949c12b3521
@@ -3389,17 +3171,17 @@ packages:
   purls: []
   size: 46644
   timestamp: 1769471040321
-- conda: https://conda.anaconda.org/conda-forge/noarch/cpython-3.13.11-py313hd8ed1ab_101.conda
+- conda: https://conda.anaconda.org/conda-forge/noarch/cpython-3.13.12-py313hd8ed1ab_100.conda
   noarch: generic
-  sha256: f851800da77f360e39235383d685b6e3be4edf28fe233f3bcf09c45293f39ae1
-  md5: c74a6b9e8694e5122949f611d1552df5
+  sha256: 7636809bda35add7af66cda1fee156136fcba0a1e24bbef1d591ee859df755a8
+  md5: 9a4b8a37303b933b847c14a310f0557b
   depends:
   - python >=3.13,<3.14.0a0
   - python_abi * *_cp313
   license: Python-2.0
   purls: []
-  size: 48249
-  timestamp: 1769471321757
+  size: 48648
+  timestamp: 1770270374831
 - pypi: https://files.pythonhosted.org/packages/28/53/21f7b97e82772caa61541348427f42435120b32961c92d16f9c8ce9757d6/cslug-1.0.0-py3-none-any.whl
   name: cslug
   version: 1.0.0
@@ -3426,6 +3208,19 @@ packages:
   version: 1.3.3
   sha256: 9984b664e404f7c134954a771be8775dfd6180ea1e1aef4a5a37d4be05d9bbb1
   requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/e7/05/c19819d5e3d95294a6f5947fb9b9629efb316b96de511b418c53d245aae6/cycler-0.12.1-py3-none-any.whl
+  name: cycler
+  version: 0.12.1
+  sha256: 85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30
+  requires_dist:
+  - ipython ; extra == 'docs'
+  - matplotlib ; extra == 'docs'
+  - numpydoc ; extra == 'docs'
+  - sphinx ; extra == 'docs'
+  - pytest ; extra == 'tests'
+  - pytest-cov ; extra == 'tests'
+  - pytest-xdist ; extra == 'tests'
+  requires_python: '>=3.8'
 - conda: https://conda.anaconda.org/conda-forge/noarch/cycler-0.12.1-pyhcf101f3_2.conda
   sha256: bb47aec5338695ff8efbddbc669064a3b10fe34ad881fb8ad5d64fbfa6910ed1
   md5: 4c2a8fef270f6c69591889b93f9f55c1
@@ -3550,6 +3345,11 @@ packages:
   purls: []
   size: 447649
   timestamp: 1764536047944
+- pypi: https://files.pythonhosted.org/packages/e0/c3/7f67dea8ccf8fdcb9c99033bbe3e90b9e7395415843accb81428c441be2d/debugpy-1.8.20-py2.py3-none-any.whl
+  name: debugpy
+  version: 1.8.20
+  sha256: 5be9bed9ae3be00665a06acaa48f8329d2b9632f15fd09f6a9a8c8d9907e54d7
+  requires_python: '>=3.8'
 - conda: https://conda.anaconda.org/conda-forge/linux-64/debugpy-1.8.20-py310h25320af_0.conda
   sha256: 129b1c9a2a2ed1fc3cdb2005d0af8bd1e4d12486c9d27fd5b154d39b4c2373a7
   md5: 6ae8cc92dfb0b063519b9203445506af
@@ -3565,21 +3365,6 @@ packages:
   - pkg:pypi/debugpy?source=hash-mapping
   size: 2234314
   timestamp: 1769744974941
-- conda: https://conda.anaconda.org/conda-forge/linux-64/debugpy-1.8.20-py312h8285ef7_0.conda
-  sha256: f20121b67149ff80bf951ccae7442756586d8789204cd08ade59397b22bfd098
-  md5: ee1b48795ceb07311dd3e665dd4f5f33
-  depends:
-  - python
-  - libgcc >=14
-  - libstdcxx >=14
-  - __glibc >=2.17,<3.0.a0
-  - python_abi 3.12.* *_cp312
-  license: MIT
-  license_family: MIT
-  purls:
-  - pkg:pypi/debugpy?source=hash-mapping
-  size: 2858582
-  timestamp: 1769744978783
 - conda: https://conda.anaconda.org/conda-forge/noarch/decli-0.6.3-pyhd8ed1ab_0.conda
   sha256: fea36c409534882d6dc724312833db2a6ecf7adc268a2fa7fc0c5cc66b554dab
   md5: be08df21a103c765f7f38fcc5b4df4b4
@@ -3603,6 +3388,11 @@ packages:
   - pkg:pypi/decopatch?source=hash-mapping
   size: 22199
   timestamp: 1742578523326
+- pypi: https://files.pythonhosted.org/packages/4e/8c/f3147f5c4b73e7550fe5f9352eaa956ae838d5c51eb58e7a25b9f3e2643b/decorator-5.2.1-py3-none-any.whl
+  name: decorator
+  version: 5.2.1
+  sha256: d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a
+  requires_python: '>=3.8'
 - conda: https://conda.anaconda.org/conda-forge/noarch/decorator-5.2.1-pyhd8ed1ab_0.conda
   sha256: c17c6b9937c08ad63cb20a26f403a3234088e57d4455600974a0ce865cb14017
   md5: 9ce473d1d1be1cc3810856a48b3fab32
@@ -3614,17 +3404,11 @@ packages:
   - pkg:pypi/decorator?source=hash-mapping
   size: 14129
   timestamp: 1740385067843
-- conda: https://conda.anaconda.org/conda-forge/noarch/defusedxml-0.7.1-pyhd8ed1ab_0.tar.bz2
-  sha256: 9717a059677553562a8f38ff07f3b9f61727bd614f505658b0a5ecbcf8df89be
-  md5: 961b3a227b437d82ad7054484cfa71b2
-  depends:
-  - python >=3.6
-  license: PSF-2.0
-  license_family: PSF
-  purls:
-  - pkg:pypi/defusedxml?source=hash-mapping
-  size: 24062
-  timestamp: 1615232388757
+- pypi: https://files.pythonhosted.org/packages/07/6c/aa3f2f849e01cb6a001cd8554a88d4c77c5c1a31c95bdf1cf9301e6d9ef4/defusedxml-0.7.1-py2.py3-none-any.whl
+  name: defusedxml
+  version: 0.7.1
+  sha256: a352e7e428770286cc899e2542b6cdaedb2b4953ff269a210103ec58f6198a61
+  requires_python: '>=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*'
 - conda: https://conda.anaconda.org/conda-forge/noarch/deprecated-1.3.1-pyhd8ed1ab_1.conda
   sha256: 7d57a7b8266043ffb99d092ebc25e89a0a2490bed4146b9432c83c2c476fa94d
   md5: 5498feb783ab29db6ca8845f68fa0f03
@@ -3653,16 +3437,6 @@ packages:
   version: 0.22.4
   sha256: d0013f540772d1420576855455d050a2180186c91c15779301ac2ccb3eeb68de
   requires_python: '>=3.9'
-- conda: https://conda.anaconda.org/conda-forge/noarch/docutils-0.22.4-pyhd8ed1ab_0.conda
-  sha256: 0d605569a77350fb681f9ed8d357cc71649b59a304099dc9d09fbeec5e84a65e
-  md5: d6bd3cd217e62bbd7efe67ff224cd667
-  depends:
-  - python >=3.10
-  license: CC-PDDC AND BSD-3-Clause AND BSD-2-Clause AND ZPL-2.1
-  purls:
-  - pkg:pypi/docutils?source=hash-mapping
-  size: 438002
-  timestamp: 1766092633160
 - conda: https://conda.anaconda.org/conda-forge/linux-64/double-conversion-3.3.1-h5888daf_0.conda
   sha256: 1bcc132fbcc13f9ad69da7aa87f60ea41de7ed4d09f3a00ff6e0e70e1c690bc2
   md5: bfd56492d8346d669010eccafe0ba058
@@ -3708,7 +3482,7 @@ packages:
   - typing_extensions >=4.6.0
   license: MIT and PSF-2.0
   purls:
-  - pkg:pypi/exceptiongroup?source=compressed-mapping
+  - pkg:pypi/exceptiongroup?source=hash-mapping
   size: 21333
   timestamp: 1763918099466
 - conda: https://conda.anaconda.org/conda-forge/noarch/executing-2.2.1-pyhd8ed1ab_0.conda
@@ -3722,6 +3496,28 @@ packages:
   - pkg:pypi/executing?source=hash-mapping
   size: 30753
   timestamp: 1756729456476
+- pypi: https://files.pythonhosted.org/packages/50/3e/f0dba6333dbe5c5a338d1466939c8733256a5f6d7e10615b8f96a90277e5/fast_histogram-0.14-cp39-abi3-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+  name: fast-histogram
+  version: '0.14'
+  sha256: 1f2f1d4b091fa065fc1991dd10f06812cfba7549622bf63f7888ac1c8c7ed9bb
+  requires_dist:
+  - numpy
+  - pytest ; extra == 'test'
+  - hypothesis[numpy] ; extra == 'test'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/cb/a8/20d0723294217e47de6d9e2e40fd4a9d2f7c4b6ef974babd482a59743694/fastjsonschema-2.21.2-py3-none-any.whl
+  name: fastjsonschema
+  version: 2.21.2
+  sha256: 1c797122d0a86c5cace2e54bf4e819c36223b552017172f32c5c024a6b77e463
+  requires_dist:
+  - colorama ; extra == 'devel'
+  - jsonschema ; extra == 'devel'
+  - json-spec ; extra == 'devel'
+  - pylint ; extra == 'devel'
+  - pytest ; extra == 'devel'
+  - pytest-benchmark ; extra == 'devel'
+  - pytest-cache ; extra == 'devel'
+  - validictory ; extra == 'devel'
 - pypi: https://files.pythonhosted.org/packages/b5/36/7fb70f04bf00bc646cd5bb45aa9eddb15e19437a28b8fb2b4a5249fac770/filelock-3.20.3-py3-none-any.whl
   name: filelock
   version: 3.20.3
@@ -3819,6 +3615,40 @@ packages:
   purls: []
   size: 4059
   timestamp: 1762351264405
+- pypi: https://files.pythonhosted.org/packages/b7/37/82dbef0f6342eb01f54bca073ac1498433d6ce71e50c3c3282b655733b31/fonttools-4.61.1-cp312-cp312-manylinux1_x86_64.manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_5_x86_64.whl
+  name: fonttools
+  version: 4.61.1
+  sha256: 10d88e55330e092940584774ee5e8a6971b01fc2f4d3466a1d6c158230880796
+  requires_dist:
+  - lxml>=4.0 ; extra == 'lxml'
+  - brotli>=1.0.1 ; platform_python_implementation == 'CPython' and extra == 'woff'
+  - brotlicffi>=0.8.0 ; platform_python_implementation != 'CPython' and extra == 'woff'
+  - zopfli>=0.1.4 ; extra == 'woff'
+  - unicodedata2>=17.0.0 ; python_full_version < '3.15' and extra == 'unicode'
+  - lz4>=1.7.4.2 ; extra == 'graphite'
+  - scipy ; platform_python_implementation != 'PyPy' and extra == 'interpolatable'
+  - munkres ; platform_python_implementation == 'PyPy' and extra == 'interpolatable'
+  - pycairo ; extra == 'interpolatable'
+  - matplotlib ; extra == 'plot'
+  - sympy ; extra == 'symfont'
+  - xattr ; sys_platform == 'darwin' and extra == 'type1'
+  - skia-pathops>=0.5.0 ; extra == 'pathops'
+  - uharfbuzz>=0.45.0 ; extra == 'repacker'
+  - lxml>=4.0 ; extra == 'all'
+  - brotli>=1.0.1 ; platform_python_implementation == 'CPython' and extra == 'all'
+  - brotlicffi>=0.8.0 ; platform_python_implementation != 'CPython' and extra == 'all'
+  - zopfli>=0.1.4 ; extra == 'all'
+  - unicodedata2>=17.0.0 ; python_full_version < '3.15' and extra == 'all'
+  - lz4>=1.7.4.2 ; extra == 'all'
+  - scipy ; platform_python_implementation != 'PyPy' and extra == 'all'
+  - munkres ; platform_python_implementation == 'PyPy' and extra == 'all'
+  - pycairo ; extra == 'all'
+  - matplotlib ; extra == 'all'
+  - sympy ; extra == 'all'
+  - xattr ; sys_platform == 'darwin' and extra == 'all'
+  - skia-pathops>=0.5.0 ; extra == 'all'
+  - uharfbuzz>=0.45.0 ; extra == 'all'
+  requires_python: '>=3.10'
 - conda: https://conda.anaconda.org/conda-forge/linux-64/fonttools-4.61.1-py310h3406613_0.conda
   sha256: 6dccba7a293b6dbab029da4d921d2d94227c9541152489fc7d7db4ec3c68dff3
   md5: 24fa891e40acdb1c7f51efd0c5f97084
@@ -3836,23 +3666,6 @@ packages:
   - pkg:pypi/fonttools?source=hash-mapping
   size: 2446291
   timestamp: 1765632899119
-- conda: https://conda.anaconda.org/conda-forge/linux-64/fonttools-4.61.1-py312h8a5da7c_0.conda
-  sha256: c73cd238e0f6b2183c5168b64aa35a7eb66bb145192a9b26bb9041a4152844a3
-  md5: 3bf8fb959dc598c67dac0430b4aff57a
-  depends:
-  - __glibc >=2.17,<3.0.a0
-  - brotli
-  - libgcc >=14
-  - munkres
-  - python >=3.12,<3.13.0a0
-  - python_abi 3.12.* *_cp312
-  - unicodedata2 >=15.1.0
-  license: MIT
-  license_family: MIT
-  purls:
-  - pkg:pypi/fonttools?source=hash-mapping
-  size: 2932702
-  timestamp: 1765632761555
 - conda: https://conda.anaconda.org/conda-forge/linux-64/freetype-2.14.1-ha770c72_0.conda
   sha256: bf8e4dffe46f7d25dc06f31038cacb01672c47b9f45201f065b0f4d00ab0a83e
   md5: 4afc585cd97ba8a23809406cd8a9eda8
@@ -3868,10 +3681,10 @@ packages:
   version: 1.8.0
   sha256: 494a5952b1c597ba44e0e78113a7266e656b9794eec897b19ead706bd7074383
   requires_python: '>=3.9'
-- pypi: https://files.pythonhosted.org/packages/01/c9/97cc5aae1648dcb851958a3ddf73ccd7dbe5650d95203ecb4d7720b4cdbf/fsspec-2026.1.0-py3-none-any.whl
+- pypi: https://files.pythonhosted.org/packages/e6/ab/fb21f4c939bb440104cc2b396d3be1d9b7a9fd3c6c2a53d98c45b3d7c954/fsspec-2026.2.0-py3-none-any.whl
   name: fsspec
-  version: 2026.1.0
-  sha256: cb76aa913c2285a3b49bdd5fc55b1d7c708d7208126b60f2eb8194fe1b4cbdcc
+  version: 2026.2.0
+  sha256: 98de475b5cb3bd66bedd5c4679e87b4fdfe1a3bf4d707b151b3c07e58c9a2437
   requires_dist:
   - adlfs ; extra == 'abfs'
   - adlfs ; extra == 'adl'
@@ -3907,7 +3720,7 @@ packages:
   - smbprotocol ; extra == 'full'
   - tqdm ; extra == 'full'
   - fusepy ; extra == 'fuse'
-  - gcsfs ; extra == 'gcs'
+  - gcsfs>2024.2.0 ; extra == 'gcs'
   - pygit2 ; extra == 'git'
   - requests ; extra == 'github'
   - gcsfs ; extra == 'gs'
@@ -3916,7 +3729,7 @@ packages:
   - aiohttp!=4.0.0a0,!=4.0.0a1 ; extra == 'http'
   - libarchive-c ; extra == 'libarchive'
   - ocifs ; extra == 'oci'
-  - s3fs ; extra == 's3'
+  - s3fs>2024.2.0 ; extra == 's3'
   - paramiko ; extra == 'sftp'
   - smbprotocol ; extra == 'smb'
   - paramiko ; extra == 'ssh'
@@ -3953,7 +3766,7 @@ packages:
   - notebook ; extra == 'test-full'
   - numpy ; extra == 'test-full'
   - ocifs ; extra == 'test-full'
-  - pandas ; extra == 'test-full'
+  - pandas<3.0.0 ; extra == 'test-full'
   - panel ; extra == 'test-full'
   - paramiko ; extra == 'test-full'
   - pyarrow ; extra == 'test-full'
@@ -3973,19 +3786,20 @@ packages:
   - tqdm ; extra == 'test-full'
   - urllib3 ; extra == 'test-full'
   - zarr ; extra == 'test-full'
+  - zstandard ; python_full_version < '3.14' and extra == 'test-full'
   - tqdm ; extra == 'tqdm'
   requires_python: '>=3.10'
-- conda: https://conda.anaconda.org/conda-forge/noarch/fsspec-2026.1.0-pyhd8ed1ab_0.conda
-  sha256: bfba6c280366f48b00a6a7036988fc2bc3fea5ac1d8303152c9da69d72a22936
-  md5: 1daaf94a304a27ba3446a306235a37ea
+- conda: https://conda.anaconda.org/conda-forge/noarch/fsspec-2026.2.0-pyhd8ed1ab_0.conda
+  sha256: 239b67edf1c5e5caed52cf36e9bed47cb21b37721779828c130e6b3fd9793c1b
+  md5: 496c6c9411a6284addf55c898d6ed8d7
   depends:
   - python >=3.10
   license: BSD-3-Clause
   license_family: BSD
   purls:
   - pkg:pypi/fsspec?source=compressed-mapping
-  size: 148116
-  timestamp: 1768000866082
+  size: 148757
+  timestamp: 1770387898414
 - pypi: https://files.pythonhosted.org/packages/ae/f0/c8694e6cdd9032d98cb675bfd9a8799607b95fcb48f97127f3efe420b7aa/genoray-2.1.1-py3-none-any.whl
   name: genoray
   version: 2.1.1
@@ -4018,11 +3832,44 @@ packages:
   - zstandard
   - genoray-cli>=0.2.0 ; extra == 'cli'
   requires_python: '>=3.10,<3.14'
+- pypi: https://files.pythonhosted.org/packages/bc/74/2ab78ae878d9994abeb3baa026057fd3cd7388916a55ac8bf7000c2718e5/genoray-2.1.2-py3-none-any.whl
+  name: genoray
+  version: 2.1.2
+  sha256: 8101580f3f572dfda297a18ff5777ee8761f883b6635a94a30769984811e7f91
+  requires_dist:
+  - attrs
+  - awkward
+  - cyclopts
+  - cyvcf2>=0.31.1
+  - filelock>3,<4
+  - hirola>=0.3.0
+  - joblib-progress>=1.0.6,<2
+  - joblib>=1.4.2,<2
+  - loguru>=0.7.0
+  - more-itertools>=10
+  - numba
+  - numpy>=1.26
+  - oxbow>=0.5.1,<0.6
+  - pandas>=2.2.3
+  - pgenlib>=0.91.0
+  - phantom-types>=3
+  - polars-bio>=0.20.1,<0.21
+  - polars>=1.37.1
+  - pyarrow>=21
+  - pydantic
+  - pyranges>=0.1.3
+  - seqpro>=0.8.0
+  - tqdm>=4.65
+  - typing-extensions>=4.14
+  - zstandard
+  - genoray-cli>=0.2.0 ; extra == 'cli'
+  requires_python: '>=3.10,<3.14'
 - pypi: ./
   name: genvarloader
-  version: 0.19.1
-  sha256: 9aceb78e2e2b74d88ef15c503ba756eb385b2759a620ce32415fd35db54f399d
+  version: 0.20.0
+  sha256: b468ca653feee5d60c46904559034a6e6316f4618f716b896b7744bc61d79592
   requires_dist:
+  - numpy
   - numba>=0.59.1
   - loguru
   - attrs
@@ -4156,42 +4003,20 @@ packages:
 - conda: https://conda.anaconda.org/conda-forge/linux-64/gsl-2.7-he838d99_0.tar.bz2
   sha256: 132a918b676dd1f533d7c6f95e567abf7081a6ea3251c3280de35ef600e0da87
   md5: fec079ba39c9cca093bf4c00001825de
-  depends:
-  - libblas >=3.8.0,<4.0a0
-  - libcblas >=3.8.0,<4.0a0
-  - libgcc-ng >=9.3.0
-  license: GPL-3.0-or-later
-  license_family: GPL
-  purls: []
-  size: 3376423
-  timestamp: 1626369596591
-- conda: https://conda.anaconda.org/conda-forge/noarch/h11-0.16.0-pyhcf101f3_1.conda
-  sha256: 96cac6573fd35ae151f4d6979bab6fbc90cb6b1fb99054ba19eb075da9822fcb
-  md5: b8993c19b0c32a2f7b66cbb58ca27069
-  depends:
-  - python >=3.10
-  - typing_extensions
-  - python
-  license: MIT
-  license_family: MIT
-  purls:
-  - pkg:pypi/h11?source=compressed-mapping
-  size: 39069
-  timestamp: 1767729720872
-- conda: https://conda.anaconda.org/conda-forge/noarch/h2-4.3.0-pyhcf101f3_0.conda
-  sha256: 84c64443368f84b600bfecc529a1194a3b14c3656ee2e832d15a20e0329b6da3
-  md5: 164fc43f0b53b6e3a7bc7dce5e4f1dc9
-  depends:
-  - python >=3.10
-  - hyperframe >=6.1,<7
-  - hpack >=4.1,<5
-  - python
-  license: MIT
-  license_family: MIT
-  purls:
-  - pkg:pypi/h2?source=hash-mapping
-  size: 95967
-  timestamp: 1756364871835
+  depends:
+  - libblas >=3.8.0,<4.0a0
+  - libcblas >=3.8.0,<4.0a0
+  - libgcc-ng >=9.3.0
+  license: GPL-3.0-or-later
+  license_family: GPL
+  purls: []
+  size: 3376423
+  timestamp: 1626369596591
+- pypi: https://files.pythonhosted.org/packages/04/4b/29cac41a4d98d144bf5f6d33995617b185d14b22401f75ca86f384e87ff1/h11-0.16.0-py3-none-any.whl
+  name: h11
+  version: 0.16.0
+  sha256: 63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
+  requires_python: '>=3.8'
 - conda: https://conda.anaconda.org/conda-forge/linux-64/harfbuzz-12.2.0-h15599e2_0.conda
   sha256: 6bd8b22beb7d40562b2889dc68232c589ff0d11a5ad3addd41a8570d11f039d9
   md5: b8690f53007e9b5ee2c2178dd4ac778c
@@ -4225,17 +4050,6 @@ packages:
   - pytest-cov ; extra == 'test'
   - coverage-conditional-plugin ; extra == 'test'
   requires_python: '>=3.6'
-- conda: https://conda.anaconda.org/conda-forge/noarch/hpack-4.1.0-pyhd8ed1ab_0.conda
-  sha256: 6ad78a180576c706aabeb5b4c8ceb97c0cb25f1e112d76495bff23e3779948ba
-  md5: 0a802cb9888dd14eeefc611f05c40b6e
-  depends:
-  - python >=3.9
-  license: MIT
-  license_family: MIT
-  purls:
-  - pkg:pypi/hpack?source=hash-mapping
-  size: 30731
-  timestamp: 1737618390337
 - conda: https://conda.anaconda.org/bioconda/linux-64/htslib-1.23-h566b1c6_0.conda
   sha256: 71f16369db0a32da447e7f244f2e9db5db801335a0dbc9189adf0d0d673fb779
   md5: 307124911d36a3d976cd76f350085ead
@@ -4260,17 +4074,6 @@ packages:
   - pyreadline ; python_full_version < '3.8' and sys_platform == 'win32'
   - pyreadline3 ; python_full_version >= '3.8' and sys_platform == 'win32'
   requires_python: '>=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*'
-- conda: https://conda.anaconda.org/conda-forge/noarch/hyperframe-6.1.0-pyhd8ed1ab_0.conda
-  sha256: 77af6f5fe8b62ca07d09ac60127a30d9069fdc3c68d6b256754d0ffb1f7779f8
-  md5: 8e6923fc12f1fe8f8c4e5c9f343256ac
-  depends:
-  - python >=3.9
-  license: MIT
-  license_family: MIT
-  purls:
-  - pkg:pypi/hyperframe?source=hash-mapping
-  size: 17397
-  timestamp: 1737618427549
 - pypi: https://files.pythonhosted.org/packages/c0/d9/53a8b53e75279a953fae608bd01025d9afcf393406c0da1dda1b7f5693c5/hypothesis-6.151.5-py3-none-any.whl
   name: hypothesis
   version: 6.151.5
@@ -4363,40 +4166,37 @@ packages:
   - pytest>=8.3.2 ; extra == 'all'
   - flake8>=7.1.1 ; extra == 'all'
   requires_python: '>=3.8'
-- conda: https://conda.anaconda.org/conda-forge/noarch/idna-3.11-pyhd8ed1ab_0.conda
-  sha256: ae89d0299ada2a3162c2614a9d26557a92aa6a77120ce142f8e0109bbf0342b0
-  md5: 53abe63df7e10a6ba605dc5f9f961d36
-  depends:
-  - python >=3.10
-  license: BSD-3-Clause
-  license_family: BSD
-  purls:
-  - pkg:pypi/idna?source=hash-mapping
-  size: 50721
-  timestamp: 1760286526795
-- conda: https://conda.anaconda.org/conda-forge/noarch/imagesize-1.4.1-pyhd8ed1ab_0.tar.bz2
-  sha256: c2bfd7043e0c4c12d8b5593de666c1e81d67b83c474a0a79282cc5c4ef845460
-  md5: 7de5386c8fea29e76b303f37dde4c352
-  depends:
-  - python >=3.4
-  license: MIT
-  license_family: MIT
-  purls:
-  - pkg:pypi/imagesize?source=hash-mapping
-  size: 10164
-  timestamp: 1656939625410
-- conda: https://conda.anaconda.org/conda-forge/noarch/importlib-metadata-8.6.1-pyha770c72_0.conda
-  sha256: 598951ebdb23e25e4cec4bbff0ae369cec65ead80b50bc08b441d8e54de5cf03
-  md5: f4b39bf00c69f56ac01e020ebfac066c
-  depends:
-  - python >=3.9
-  - zipp >=0.5
-  license: Apache-2.0
-  license_family: APACHE
-  purls:
-  - pkg:pypi/importlib-metadata?source=hash-mapping
-  size: 29141
-  timestamp: 1737420302391
+- pypi: https://files.pythonhosted.org/packages/ff/62/85c4c919272577931d407be5ba5d71c20f0b616d31a0befe0ae45bb79abd/imagesize-1.4.1-py2.py3-none-any.whl
+  name: imagesize
+  version: 1.4.1
+  sha256: 0d8d18d08f840c19d0ee7ca1fd82490fdc3729b7ac93f49870406ddde8ef8d8b
+  requires_python: '>=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*'
+- pypi: https://files.pythonhosted.org/packages/fa/5e/f8e9a1d23b9c20a551a8a02ea3637b4642e22c2626e3a13a9a29cdea99eb/importlib_metadata-8.7.1-py3-none-any.whl
+  name: importlib-metadata
+  version: 8.7.1
+  sha256: 5a1f80bf1daa489495071efbb095d75a634cf28a8bc299581244063b53176151
+  requires_dist:
+  - zipp>=3.20
+  - pytest>=6,!=8.1.* ; extra == 'test'
+  - packaging ; extra == 'test'
+  - pyfakefs ; extra == 'test'
+  - flufl-flake8 ; extra == 'test'
+  - pytest-perf>=0.9.2 ; extra == 'test'
+  - jaraco-test>=5.4 ; extra == 'test'
+  - sphinx>=3.5 ; extra == 'doc'
+  - jaraco-packaging>=9.3 ; extra == 'doc'
+  - rst-linker>=1.9 ; extra == 'doc'
+  - furo ; extra == 'doc'
+  - sphinx-lint ; extra == 'doc'
+  - jaraco-tidelift>=1.4 ; extra == 'doc'
+  - ipython ; extra == 'perf'
+  - pytest-checkdocs>=2.4 ; extra == 'check'
+  - pytest-ruff>=0.2.1 ; sys_platform != 'cygwin' and extra == 'check'
+  - pytest-cov ; extra == 'cover'
+  - pytest-enabler>=3.4 ; extra == 'enabler'
+  - pytest-mypy>=1.0.1 ; extra == 'type'
+  - mypy<1.19 ; platform_python_implementation == 'PyPy' and extra == 'type'
+  requires_python: '>=3.9'
 - conda: https://conda.anaconda.org/conda-forge/noarch/iniconfig-2.3.0-pyhd8ed1ab_0.conda
   sha256: e1a9e3b1c8fe62dc3932a616c284b5d8cbe3124bbfbedcf4ce5c828cb166ee19
   md5: 9614359868482abba1bd15ce465e3c42
@@ -4408,24 +4208,63 @@ packages:
   - pkg:pypi/iniconfig?source=compressed-mapping
   size: 13387
   timestamp: 1760831448842
-- conda: https://conda.anaconda.org/conda-forge/noarch/ipykernel-7.1.0-pyha191276_0.conda
-  sha256: a9d6b74115dbd62e19017ff8fa4885b07b5164427f262cc15b5307e5aaf3ee73
-  md5: c6f63cfe66adaa5650788e3106b6683a
+- pypi: https://files.pythonhosted.org/packages/82/b9/e73d5d9f405cba7706c539aa8b311b49d4c2f3d698d9c12f815231169c71/ipykernel-7.2.0-py3-none-any.whl
+  name: ipykernel
+  version: 7.2.0
+  sha256: 3bbd4420d2b3cc105cbdf3756bfc04500b1e52f090a90716851f3916c62e1661
+  requires_dist:
+  - appnope>=0.1.2 ; sys_platform == 'darwin'
+  - comm>=0.1.1
+  - debugpy>=1.6.5
+  - ipython>=7.23.1
+  - jupyter-client>=8.8.0
+  - jupyter-core>=5.1,!=6.0.*
+  - matplotlib-inline>=0.1
+  - nest-asyncio>=1.4
+  - packaging>=22
+  - psutil>=5.7
+  - pyzmq>=25
+  - tornado>=6.4.1
+  - traitlets>=5.4.0
+  - coverage[toml] ; extra == 'cov'
+  - matplotlib ; extra == 'cov'
+  - pytest-cov ; extra == 'cov'
+  - trio ; extra == 'cov'
+  - intersphinx-registry ; extra == 'docs'
+  - myst-parser ; extra == 'docs'
+  - pydata-sphinx-theme ; extra == 'docs'
+  - sphinx-autodoc-typehints ; extra == 'docs'
+  - sphinx<8.2.0 ; extra == 'docs'
+  - sphinxcontrib-github-alt ; extra == 'docs'
+  - sphinxcontrib-spelling ; extra == 'docs'
+  - trio ; extra == 'docs'
+  - pyqt5 ; extra == 'pyqt5'
+  - pyside6 ; extra == 'pyside6'
+  - flaky ; extra == 'test'
+  - ipyparallel ; extra == 'test'
+  - pre-commit ; extra == 'test'
+  - pytest-asyncio>=0.23.5 ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  - pytest-timeout ; extra == 'test'
+  - pytest>=7.0,<10 ; extra == 'test'
+  requires_python: '>=3.10'
+- conda: https://conda.anaconda.org/conda-forge/noarch/ipykernel-7.2.0-pyha191276_1.conda
+  sha256: b77ed58eb235e5ad80e742b03caeed4bbc2a2ef064cb9a2deee3b75dfae91b2a
+  md5: 8b267f517b81c13594ed68d646fd5dcb
   depends:
-  - python
   - __linux
   - comm >=0.1.1
   - debugpy >=1.6.5
   - ipython >=7.23.1
-  - jupyter_client >=8.0.0
-  - jupyter_core >=4.12,!=5.0.*
+  - jupyter_client >=8.8.0
+  - jupyter_core >=5.1,!=6.0.*
   - matplotlib-inline >=0.1
   - nest-asyncio >=1.4
   - packaging >=22
   - psutil >=5.7
   - python >=3.10
   - pyzmq >=25
-  - tornado >=6.2
+  - tornado >=6.4.1
   - traitlets >=5.4.0
   - python
   constrains:
@@ -4433,9 +4272,55 @@ packages:
   license: BSD-3-Clause
   license_family: BSD
   purls:
-  - pkg:pypi/ipykernel?source=hash-mapping
-  size: 133820
-  timestamp: 1761567932044
+  - pkg:pypi/ipykernel?source=compressed-mapping
+  size: 133644
+  timestamp: 1770566133040
+- pypi: https://files.pythonhosted.org/packages/3d/aa/898dec789a05731cd5a9f50605b7b44a72bd198fd0d4528e11fc610177cc/ipython-9.10.0-py3-none-any.whl
+  name: ipython
+  version: 9.10.0
+  sha256: c6ab68cc23bba8c7e18e9b932797014cc61ea7fd6f19de180ab9ba73e65ee58d
+  requires_dist:
+  - colorama>=0.4.4 ; sys_platform == 'win32'
+  - decorator>=4.3.2
+  - ipython-pygments-lexers>=1.0.0
+  - jedi>=0.18.1
+  - matplotlib-inline>=0.1.5
+  - pexpect>4.3 ; sys_platform != 'emscripten' and sys_platform != 'win32'
+  - prompt-toolkit>=3.0.41,<3.1.0
+  - pygments>=2.11.0
+  - stack-data>=0.6.0
+  - traitlets>=5.13.0
+  - typing-extensions>=4.6 ; python_full_version < '3.12'
+  - black ; extra == 'black'
+  - docrepr ; extra == 'doc'
+  - exceptiongroup ; extra == 'doc'
+  - intersphinx-registry ; extra == 'doc'
+  - ipykernel ; extra == 'doc'
+  - ipython[matplotlib,test] ; extra == 'doc'
+  - setuptools>=70.0 ; extra == 'doc'
+  - sphinx-toml==0.0.4 ; extra == 'doc'
+  - sphinx-rtd-theme>=0.1.8 ; extra == 'doc'
+  - sphinx>=8.0 ; extra == 'doc'
+  - typing-extensions ; extra == 'doc'
+  - pytest>=7.0.0 ; extra == 'test'
+  - pytest-asyncio>=1.0.0 ; extra == 'test'
+  - testpath>=0.2 ; extra == 'test'
+  - packaging>=20.1.0 ; extra == 'test'
+  - setuptools>=61.2 ; extra == 'test'
+  - ipython[test] ; extra == 'test-extra'
+  - curio ; extra == 'test-extra'
+  - jupyter-ai ; extra == 'test-extra'
+  - ipython[matplotlib] ; extra == 'test-extra'
+  - nbformat ; extra == 'test-extra'
+  - nbclient ; extra == 'test-extra'
+  - ipykernel>6.30 ; extra == 'test-extra'
+  - numpy>=1.27 ; extra == 'test-extra'
+  - pandas>2.1 ; extra == 'test-extra'
+  - trio>=0.1.0 ; extra == 'test-extra'
+  - matplotlib>3.9 ; extra == 'matplotlib'
+  - ipython[doc,matplotlib,terminal,test,test-extra] ; extra == 'all'
+  - argcomplete>=3.0 ; extra == 'all'
+  requires_python: '>=3.11'
 - conda: https://conda.anaconda.org/conda-forge/noarch/ipython-8.37.0-pyh8f84b5b_0.conda
   sha256: e43fa762183b49c3c3b811d41259e94bb14b7bff4a239b747ef4e1c6bbe2702d
   md5: 177cfa19fe3d74c87a8889286dc64090
@@ -4460,41 +4345,29 @@ packages:
   - pkg:pypi/ipython?source=hash-mapping
   size: 639160
   timestamp: 1748711175284
-- conda: https://conda.anaconda.org/conda-forge/noarch/ipython-9.10.0-pyh53cf698_0.conda
-  sha256: 12cb4db242ea1a2e5e60a51b20f16e9c8120a9eb5d013c641cbf827bf3bb78e1
-  md5: 441ca4e203a62f7db2f29f190c02b9cf
-  depends:
-  - __unix
-  - pexpect >4.3
-  - decorator >=4.3.2
-  - ipython_pygments_lexers >=1.0.0
-  - jedi >=0.18.1
-  - matplotlib-inline >=0.1.5
-  - prompt-toolkit >=3.0.41,<3.1.0
-  - pygments >=2.11.0
-  - python >=3.11
-  - stack_data >=0.6.0
-  - traitlets >=5.13.0
-  - typing_extensions >=4.6
-  - python
-  license: BSD-3-Clause
-  license_family: BSD
-  purls:
-  - pkg:pypi/ipython?source=compressed-mapping
-  size: 647436
-  timestamp: 1770040907512
-- conda: https://conda.anaconda.org/conda-forge/noarch/ipython_pygments_lexers-1.1.1-pyhd8ed1ab_0.conda
-  sha256: 894682a42a7d659ae12878dbcb274516a7031bbea9104e92f8e88c1f2765a104
-  md5: bd80ba060603cc228d9d81c257093119
-  depends:
+- pypi: https://files.pythonhosted.org/packages/d9/33/1f075bf72b0b747cb3288d011319aaf64083cf2efef8354174e3ed4540e2/ipython_pygments_lexers-1.1.1-py3-none-any.whl
+  name: ipython-pygments-lexers
+  version: 1.1.1
+  sha256: a9462224a505ade19a605f71f8fa63c2048833ce50abc86768a0d81d876dc81c
+  requires_dist:
   - pygments
-  - python >=3.9
-  license: BSD-3-Clause
-  license_family: BSD
-  purls:
-  - pkg:pypi/ipython-pygments-lexers?source=hash-mapping
-  size: 13993
-  timestamp: 1737123723464
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/56/6d/0d9848617b9f753b87f214f1c682592f7ca42de085f564352f10f0843026/ipywidgets-8.1.8-py3-none-any.whl
+  name: ipywidgets
+  version: 8.1.8
+  sha256: ecaca67aed704a338f88f67b1181b58f821ab5dc89c1f0f5ef99db43c1c2921e
+  requires_dist:
+  - comm>=0.1.3
+  - ipython>=6.1.0
+  - traitlets>=4.3.1
+  - widgetsnbextension~=4.0.14
+  - jupyterlab-widgets~=3.0.15
+  - jsonschema ; extra == 'test'
+  - ipykernel ; extra == 'test'
+  - pytest>=3.6.0 ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  - pytz ; extra == 'test'
+  requires_python: '>=3.7'
 - conda: https://conda.anaconda.org/conda-forge/noarch/ipywidgets-8.1.8-pyhd8ed1ab_0.conda
   sha256: 6bb58afb7eabc8b4ac0c7e92707fb498313cc0164cf04e7ba1090dbf49af514b
   md5: d68e3f70d1f068f1b66d94822fdc644e
@@ -4511,6 +4384,46 @@ packages:
   - pkg:pypi/ipywidgets?source=hash-mapping
   size: 114376
   timestamp: 1762040524661
+- pypi: https://files.pythonhosted.org/packages/c0/5a/9cac0c82afec3d09ccd97c8b6502d48f165f9124db81b4bcb90b4af974ee/jedi-0.19.2-py2.py3-none-any.whl
+  name: jedi
+  version: 0.19.2
+  sha256: a8ef22bde8490f57fe5c7681a3c83cb58874daf72b4784de3cce5b6ef6edb5b9
+  requires_dist:
+  - parso>=0.8.4,<0.9.0
+  - jinja2==2.11.3 ; extra == 'docs'
+  - markupsafe==1.1.1 ; extra == 'docs'
+  - pygments==2.8.1 ; extra == 'docs'
+  - alabaster==0.7.12 ; extra == 'docs'
+  - babel==2.9.1 ; extra == 'docs'
+  - chardet==4.0.0 ; extra == 'docs'
+  - commonmark==0.8.1 ; extra == 'docs'
+  - docutils==0.17.1 ; extra == 'docs'
+  - future==0.18.2 ; extra == 'docs'
+  - idna==2.10 ; extra == 'docs'
+  - imagesize==1.2.0 ; extra == 'docs'
+  - mock==1.0.1 ; extra == 'docs'
+  - packaging==20.9 ; extra == 'docs'
+  - pyparsing==2.4.7 ; extra == 'docs'
+  - pytz==2021.1 ; extra == 'docs'
+  - readthedocs-sphinx-ext==2.1.4 ; extra == 'docs'
+  - recommonmark==0.5.0 ; extra == 'docs'
+  - requests==2.25.1 ; extra == 'docs'
+  - six==1.15.0 ; extra == 'docs'
+  - snowballstemmer==2.1.0 ; extra == 'docs'
+  - sphinx-rtd-theme==0.4.3 ; extra == 'docs'
+  - sphinx==1.8.5 ; extra == 'docs'
+  - sphinxcontrib-serializinghtml==1.1.4 ; extra == 'docs'
+  - sphinxcontrib-websupport==1.2.4 ; extra == 'docs'
+  - urllib3==1.26.4 ; extra == 'docs'
+  - flake8==5.0.4 ; extra == 'qa'
+  - mypy==0.971 ; extra == 'qa'
+  - types-setuptools==67.2.0.1 ; extra == 'qa'
+  - django ; extra == 'testing'
+  - attrs ; extra == 'testing'
+  - colorama ; extra == 'testing'
+  - docopt ; extra == 'testing'
+  - pytest<9.0.0 ; extra == 'testing'
+  requires_python: '>=3.6'
 - conda: https://conda.anaconda.org/conda-forge/noarch/jedi-0.19.2-pyhd8ed1ab_1.conda
   sha256: 92c4d217e2dc68983f724aa983cca5464dcb929c566627b26a2511159667dba8
   md5: a4f4c5dc9b80bc50e0d3dc4e6e8f1bd9
@@ -4548,35 +4461,89 @@ packages:
   - joblib
   - rich
   requires_python: '>=3.7'
-- conda: https://conda.anaconda.org/conda-forge/noarch/jsonschema-4.26.0-pyhcf101f3_0.conda
-  sha256: db973a37d75db8e19b5f44bbbdaead0c68dde745407f281e2a7fe4db74ec51d7
-  md5: ada41c863af263cc4c5fcbaff7c3e4dc
-  depends:
-  - attrs >=22.2.0
-  - jsonschema-specifications >=2023.3.6
-  - python >=3.10
-  - referencing >=0.28.4
-  - rpds-py >=0.25.0
-  - python
-  license: MIT
-  license_family: MIT
-  purls:
-  - pkg:pypi/jsonschema?source=compressed-mapping
-  size: 82356
-  timestamp: 1767839954256
-- conda: https://conda.anaconda.org/conda-forge/noarch/jsonschema-specifications-2025.9.1-pyhcf101f3_0.conda
-  sha256: 0a4f3b132f0faca10c89fdf3b60e15abb62ded6fa80aebfc007d05965192aa04
-  md5: 439cd0f567d697b20a8f45cb70a1005a
-  depends:
-  - python >=3.10
-  - referencing >=0.31.0
-  - python
-  license: MIT
-  license_family: MIT
-  purls:
-  - pkg:pypi/jsonschema-specifications?source=hash-mapping
-  size: 19236
-  timestamp: 1757335715225
+- pypi: https://files.pythonhosted.org/packages/69/90/f63fb5873511e014207a475e2bb4e8b2e570d655b00ac19a9a0ca0a385ee/jsonschema-4.26.0-py3-none-any.whl
+  name: jsonschema
+  version: 4.26.0
+  sha256: d489f15263b8d200f8387e64b4c3a75f06629559fb73deb8fdfb525f2dab50ce
+  requires_dist:
+  - attrs>=22.2.0
+  - jsonschema-specifications>=2023.3.6
+  - referencing>=0.28.4
+  - rpds-py>=0.25.0
+  - fqdn ; extra == 'format'
+  - idna ; extra == 'format'
+  - isoduration ; extra == 'format'
+  - jsonpointer>1.13 ; extra == 'format'
+  - rfc3339-validator ; extra == 'format'
+  - rfc3987 ; extra == 'format'
+  - uri-template ; extra == 'format'
+  - webcolors>=1.11 ; extra == 'format'
+  - fqdn ; extra == 'format-nongpl'
+  - idna ; extra == 'format-nongpl'
+  - isoduration ; extra == 'format-nongpl'
+  - jsonpointer>1.13 ; extra == 'format-nongpl'
+  - rfc3339-validator ; extra == 'format-nongpl'
+  - rfc3986-validator>0.1.0 ; extra == 'format-nongpl'
+  - rfc3987-syntax>=1.1.0 ; extra == 'format-nongpl'
+  - uri-template ; extra == 'format-nongpl'
+  - webcolors>=24.6.0 ; extra == 'format-nongpl'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/41/45/1a4ed80516f02155c51f51e8cedb3c1902296743db0bbc66608a0db2814f/jsonschema_specifications-2025.9.1-py3-none-any.whl
+  name: jsonschema-specifications
+  version: 2025.9.1
+  sha256: 98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe
+  requires_dist:
+  - referencing>=0.31.0
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/2d/0b/ceb7694d864abc0a047649aec263878acb9f792e1fec3e676f22dc9015e3/jupyter_client-8.8.0-py3-none-any.whl
+  name: jupyter-client
+  version: 8.8.0
+  sha256: f93a5b99c5e23a507b773d3a1136bd6e16c67883ccdbd9a829b0bbdb98cd7d7a
+  requires_dist:
+  - jupyter-core>=5.1
+  - python-dateutil>=2.8.2
+  - pyzmq>=25.0
+  - tornado>=6.4.1
+  - traitlets>=5.3
+  - ipykernel ; extra == 'docs'
+  - myst-parser ; extra == 'docs'
+  - pydata-sphinx-theme ; extra == 'docs'
+  - sphinx-autodoc-typehints ; extra == 'docs'
+  - sphinx>=4 ; extra == 'docs'
+  - sphinxcontrib-github-alt ; extra == 'docs'
+  - sphinxcontrib-spelling ; extra == 'docs'
+  - orjson ; extra == 'orjson'
+  - anyio ; extra == 'test'
+  - coverage ; extra == 'test'
+  - ipykernel>=6.14 ; extra == 'test'
+  - msgpack ; extra == 'test'
+  - mypy ; platform_python_implementation != 'PyPy' and extra == 'test'
+  - paramiko ; sys_platform == 'win32' and extra == 'test'
+  - pre-commit ; extra == 'test'
+  - pytest ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  - pytest-jupyter[client]>=0.6.2 ; extra == 'test'
+  - pytest-timeout ; extra == 'test'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/e7/e7/80988e32bf6f73919a113473a604f5a8f09094de312b9d52b79c2df7612b/jupyter_core-5.9.1-py3-none-any.whl
+  name: jupyter-core
+  version: 5.9.1
+  sha256: ebf87fdc6073d142e114c72c9e29a9d7ca03fad818c5d300ce2adc1fb0743407
+  requires_dist:
+  - platformdirs>=2.5
+  - traitlets>=5.3
+  - intersphinx-registry ; extra == 'docs'
+  - myst-parser ; extra == 'docs'
+  - pydata-sphinx-theme ; extra == 'docs'
+  - sphinx-autodoc-typehints ; extra == 'docs'
+  - sphinxcontrib-spelling ; extra == 'docs'
+  - traitlets ; extra == 'docs'
+  - ipykernel ; extra == 'test'
+  - pre-commit ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  - pytest-timeout ; extra == 'test'
+  - pytest<9 ; extra == 'test'
+  requires_python: '>=3.10'
 - conda: https://conda.anaconda.org/conda-forge/noarch/jupyter_client-8.8.0-pyhcf101f3_0.conda
   sha256: e402bd119720862a33229624ec23645916a7d47f30e1711a4af9e005162b84f3
   md5: 8a3d6d0523f66cf004e563a50d9392b3
@@ -4612,20 +4579,16 @@ packages:
   - pkg:pypi/jupyter-core?source=hash-mapping
   size: 65503
   timestamp: 1760643864586
-- conda: https://conda.anaconda.org/conda-forge/noarch/jupyterlab_pygments-0.3.0-pyhd8ed1ab_2.conda
-  sha256: dc24b900742fdaf1e077d9a3458fd865711de80bca95fe3c6d46610c532c6ef0
-  md5: fd312693df06da3578383232528c468d
-  depends:
-  - pygments >=2.4.1,<3
-  - python >=3.9
-  constrains:
-  - jupyterlab >=4.0.8,<5.0.0
-  license: BSD-3-Clause
-  license_family: BSD
-  purls:
-  - pkg:pypi/jupyterlab-pygments?source=hash-mapping
-  size: 18711
-  timestamp: 1733328194037
+- pypi: https://files.pythonhosted.org/packages/b1/dd/ead9d8ea85bf202d90cc513b533f9c363121c7792674f78e0d8a854b63b4/jupyterlab_pygments-0.3.0-py3-none-any.whl
+  name: jupyterlab-pygments
+  version: 0.3.0
+  sha256: 841a89020971da1d8693f1a99997aefc5dc424bb1b251fd6322462a1b8842780
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/ab/b5/36c712098e6191d1b4e349304ef73a8d06aed77e56ceaac8c0a306c7bda1/jupyterlab_widgets-3.0.16-py3-none-any.whl
+  name: jupyterlab-widgets
+  version: 3.0.16
+  sha256: 45fa36d9c6422cf2559198e4db481aa243c7a32d9926b500781c830c80f7ecf8
+  requires_python: '>=3.7'
 - conda: https://conda.anaconda.org/conda-forge/noarch/jupyterlab_widgets-3.0.16-pyhcf101f3_1.conda
   sha256: 5c03de243d7ae6247f39a402f4785d95e61c3be79ef18738e8f17155585d31a8
   md5: dbf8b81974504fa51d34e436ca7ef389
@@ -4650,6 +4613,11 @@ packages:
   purls: []
   size: 134088
   timestamp: 1754905959823
+- pypi: https://files.pythonhosted.org/packages/70/90/6d240beb0f24b74371762873e9b7f499f1e02166a2d9c5801f4dbf8fa12e/kiwisolver-1.4.9-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+  name: kiwisolver
+  version: 1.4.9
+  sha256: f6008a4919fdbc0b0097089f67a1eb55d950ed7e90ce2cc3e640abadd2757a04
+  requires_python: '>=3.10'
 - conda: https://conda.anaconda.org/conda-forge/linux-64/kiwisolver-1.4.9-py310haaf941d_2.conda
   sha256: 5ef8337c7a89719427d25b0cdc776b34116fe988efc9bf56f5a2831d74b1584e
   md5: 7426d76535fc6347f1b74f85fb17d6eb
@@ -4665,21 +4633,6 @@ packages:
   - pkg:pypi/kiwisolver?source=hash-mapping
   size: 78299
   timestamp: 1762488741951
-- conda: https://conda.anaconda.org/conda-forge/linux-64/kiwisolver-1.4.9-py312h0a2e395_2.conda
-  sha256: 170d76b7ac7197012bb048e1021482a7b2455f3592a5e8d97c96f285ebad064b
-  md5: 3a3004fddd39e3bb1a631b08d7045156
-  depends:
-  - python
-  - __glibc >=2.17,<3.0.a0
-  - libstdcxx >=14
-  - libgcc >=14
-  - python_abi 3.12.* *_cp312
-  license: BSD-3-Clause
-  license_family: BSD
-  purls:
-  - pkg:pypi/kiwisolver?source=hash-mapping
-  size: 77682
-  timestamp: 1762488738724
 - conda: https://conda.anaconda.org/conda-forge/linux-64/krb5-1.21.3-h659f571_0.conda
   sha256: 99df692f7a8a5c27cd14b5fb1374ee55e756631b9c3d659ed3ee60830249b238
   md5: 3f43953b7d3fb3aaa1d0d0723d91e368
@@ -4708,18 +4661,19 @@ packages:
   purls: []
   size: 248046
   timestamp: 1739160907615
-- conda: https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.45.1-default_hbd61a6d_100.conda
-  sha256: bc1bcc4f805216d40cab68bcb1edfbe0bfa2e00f08651a922b3abe51afb8d976
-  md5: 14c30c9ca88f15886f4b594911574be2
+- conda: https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.45.1-default_hbd61a6d_101.conda
+  sha256: 565941ac1f8b0d2f2e8f02827cbca648f4d18cd461afc31f15604cd291b5c5f3
+  md5: 12bd9a3f089ee6c9266a37dab82afabd
   depends:
   - __glibc >=2.17,<3.0.a0
   - zstd >=1.5.7,<1.6.0a0
   constrains:
   - binutils_impl_linux-64 2.45.1
   license: GPL-3.0-only
+  license_family: GPL
   purls: []
-  size: 725290
-  timestamp: 1770249516783
+  size: 725507
+  timestamp: 1770267139900
 - conda: https://conda.anaconda.org/conda-forge/linux-64/lerc-4.0.0-h0aef613_1.conda
   sha256: 412381a43d5ff9bbed82cd52a0bbca5b90623f62e41007c9c42d3870c60945ff
   md5: 9344155d33912347b37f0ae6c410a835
@@ -5041,6 +4995,7 @@ packages:
   - libgcc-ng ==15.2.0=*_17
   - libgomp 15.2.0 he0feb66_17
   license: GPL-3.0-only WITH GCC-exception-3.1
+  license_family: GPL
   purls: []
   size: 1040478
   timestamp: 1770252533873
@@ -5050,6 +5005,7 @@ packages:
   depends:
   - libgcc 15.2.0 he0feb66_17
   license: GPL-3.0-only WITH GCC-exception-3.1
+  license_family: GPL
   purls: []
   size: 27541
   timestamp: 1770252546553
@@ -5061,6 +5017,7 @@ packages:
   constrains:
   - libgfortran-ng ==15.2.0=*_17
   license: GPL-3.0-only WITH GCC-exception-3.1
+  license_family: GPL
   purls: []
   size: 27515
   timestamp: 1770252591906
@@ -5073,6 +5030,7 @@ packages:
   constrains:
   - libgfortran 15.2.0
   license: GPL-3.0-only WITH GCC-exception-3.1
+  license_family: GPL
   purls: []
   size: 2480824
   timestamp: 1770252563579
@@ -5129,6 +5087,7 @@ packages:
   depends:
   - __glibc >=2.17,<3.0.a0
   license: GPL-3.0-only WITH GCC-exception-3.1
+  license_family: GPL
   purls: []
   size: 603334
   timestamp: 1770252441199
@@ -5212,6 +5171,18 @@ packages:
   purls: []
   size: 18398
   timestamp: 1765818583873
+- conda: https://conda.anaconda.org/conda-forge/linux-64/libllvm14-14.0.6-hcd5def8_4.conda
+  sha256: 225cc7c3b20ac1db1bdb37fa18c95bf8aecef4388e984ab2f7540a9f4382106a
+  md5: 73301c133ded2bf71906aa2104edae8b
+  depends:
+  - libgcc-ng >=12
+  - libstdcxx-ng >=12
+  - libzlib >=1.2.13,<2.0.0a0
+  license: Apache-2.0 WITH LLVM-exception
+  license_family: Apache
+  purls: []
+  size: 31484415
+  timestamp: 1690557554081
 - conda: https://conda.anaconda.org/conda-forge/linux-64/libllvm21-21.1.8-hf7376ad_0.conda
   sha256: 91bb4f5be1601b40b4995911d785e29387970f0b3c80f33f7f9028f95335399f
   md5: 1a2708a460884d6861425b7f9a7bef99
@@ -5431,6 +5402,7 @@ packages:
   constrains:
   - libstdcxx-ng ==15.2.0=*_17
   license: GPL-3.0-only WITH GCC-exception-3.1
+  license_family: GPL
   purls: []
   size: 5852406
   timestamp: 1770252584235
@@ -5440,6 +5412,7 @@ packages:
   depends:
   - libstdcxx 15.2.0 h934c35e_17
   license: GPL-3.0-only WITH GCC-exception-3.1
+  license_family: GPL
   purls: []
   size: 27573
   timestamp: 1770252638797
@@ -5745,26 +5718,73 @@ packages:
   purls: []
   size: 6127279
   timestamp: 1765964409311
-- pypi: https://files.pythonhosted.org/packages/2b/01/764489e364948f52aa7cb958a91a8dafd489357d2401f66946542bbc1764/llvmlite-0.42.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
-  name: llvmlite
-  version: 0.42.0
-  sha256: 763f8d8717a9073b9e0246998de89929071d15b47f254c10eef2310b9aac033d
-  requires_python: '>=3.9'
-- pypi: https://files.pythonhosted.org/packages/62/af/c3df8a3f26c3cff7730ab1cb7c7a4c899f8c4fb4acd9020150d1599575ac/llvmlite-0.42.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
-  name: llvmlite
-  version: 0.42.0
-  sha256: d47494552559e00d81bfb836cf1c4d5a5062e54102cc5767d5aa1e77ccd2505c
-  requires_python: '>=3.9'
-- pypi: https://files.pythonhosted.org/packages/a4/1f/300788b5eab99aec872ed2f3647386d7d7f7bbf4f99c91e9e023b404ff7f/llvmlite-0.42.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
-  name: llvmlite
-  version: 0.42.0
-  sha256: c5bece0cdf77f22379f19b1959ccd7aee518afa4afbd3656c6365865f84903f9
-  requires_python: '>=3.9'
-- pypi: https://files.pythonhosted.org/packages/d2/1b/656f5a357de7135a3777bd735cc7c9b8f23b4d37465505bd0eaf4be9befe/llvmlite-0.44.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
-  name: llvmlite
-  version: 0.44.0
-  sha256: 46224058b13c96af1365290bdfebe9a6264ae62fb79b2b55693deed11657a8bf
-  requires_python: '>=3.10'
+- conda: https://conda.anaconda.org/conda-forge/linux-64/llvmlite-0.42.0-py310h1b8f574_1.conda
+  sha256: 2b25157b0724cbfc84b58e83a466d84afb8a5f09889a224c821d86adb4541ba1
+  md5: e2a5e9f92629c8e4c8611883a35745b4
+  depends:
+  - libgcc-ng >=12
+  - libllvm14 >=14.0.6,<14.1.0a0
+  - libstdcxx-ng >=12
+  - libzlib >=1.2.13,<2.0.0a0
+  - python >=3.10,<3.11.0a0
+  - python_abi 3.10.* *_cp310
+  license: BSD-2-Clause
+  license_family: BSD
+  purls:
+  - pkg:pypi/llvmlite?source=hash-mapping
+  size: 3328102
+  timestamp: 1706921747584
+- conda: https://conda.anaconda.org/conda-forge/linux-64/llvmlite-0.46.0-py311h41a00d4_0.conda
+  sha256: d33d455c85366f409f26a4186bdf9c08ccc2f068d3cf5da48e9daa31457707a7
+  md5: cc330c606421fa13d1139e9766259ae3
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=14
+  - libstdcxx >=14
+  - libzlib >=1.3.1,<2.0a0
+  - python >=3.11,<3.12.0a0
+  - python_abi 3.11.* *_cp311
+  - zstd >=1.5.7,<1.6.0a0
+  license: BSD-2-Clause
+  license_family: BSD
+  purls:
+  - pkg:pypi/llvmlite?source=hash-mapping
+  size: 34122298
+  timestamp: 1765280000806
+- conda: https://conda.anaconda.org/conda-forge/linux-64/llvmlite-0.46.0-py312h7424e68_0.conda
+  sha256: 1dbcff26480ae7a7a466b45aaa06b793ad66fe2a167ca2b5805e449b0403e3c0
+  md5: 7b8f200683fab3c020c37254debfcbc5
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=14
+  - libstdcxx >=14
+  - libzlib >=1.3.1,<2.0a0
+  - python >=3.12,<3.13.0a0
+  - python_abi 3.12.* *_cp312
+  - zstd >=1.5.7,<1.6.0a0
+  license: BSD-2-Clause
+  license_family: BSD
+  purls:
+  - pkg:pypi/llvmlite?source=hash-mapping
+  size: 34113409
+  timestamp: 1765279964732
+- conda: https://conda.anaconda.org/conda-forge/linux-64/llvmlite-0.46.0-py313hdd307be_0.conda
+  sha256: 0e1bc6ee1c7885cc26c37fcd1a2095169a4e4e148860c600d3f685b6a4f32322
+  md5: d99ac09b331711fd12e16323ca8d96e4
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=14
+  - libstdcxx >=14
+  - libzlib >=1.3.1,<2.0a0
+  - python >=3.13,<3.14.0a0
+  - python_abi 3.13.* *_cp313
+  - zstd >=1.5.7,<1.6.0a0
+  license: BSD-2-Clause
+  license_family: BSD
+  purls:
+  - pkg:pypi/llvmlite?source=hash-mapping
+  size: 34130706
+  timestamp: 1765280056189
 - pypi: https://files.pythonhosted.org/packages/0c/29/0348de65b8cc732daa3e33e67806420b2ae89bdce2b04af740289c5c6c8c/loguru-0.7.3-py3-none-any.whl
   name: loguru
   version: 0.7.3
@@ -5908,20 +5928,39 @@ packages:
   - pkg:pypi/markupsafe?source=hash-mapping
   size: 25909
   timestamp: 1759055357045
-- conda: https://conda.anaconda.org/conda-forge/linux-64/matplotlib-3.10.8-py312h7900ff3_0.conda
-  sha256: 6d66175e1a4ffb91ed954e2c11066d2e03a05bce951a808275069836ddfc993e
-  md5: 2a7663896e5aab10b60833a768c4c272
+- pypi: https://files.pythonhosted.org/packages/3e/f3/c5195b1ae57ef85339fd7285dfb603b22c8b4e79114bae5f4f0fcf688677/matplotlib-3.10.8-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+  name: matplotlib
+  version: 3.10.8
+  sha256: 3ab4aabc72de4ff77b3ec33a6d78a68227bf1123465887f9905ba79184a1cc04
+  requires_dist:
+  - contourpy>=1.0.1
+  - cycler>=0.10
+  - fonttools>=4.22.0
+  - kiwisolver>=1.3.1
+  - numpy>=1.23
+  - packaging>=20.0
+  - pillow>=8
+  - pyparsing>=3
+  - python-dateutil>=2.7
+  - meson-python>=0.13.1,<0.17.0 ; extra == 'dev'
+  - pybind11>=2.13.2,!=2.13.3 ; extra == 'dev'
+  - setuptools-scm>=7 ; extra == 'dev'
+  - setuptools>=64 ; extra == 'dev'
+  requires_python: '>=3.10'
+- conda: https://conda.anaconda.org/conda-forge/linux-64/matplotlib-3.10.8-py310hff52083_0.conda
+  sha256: 6d087ae3f42e5a53f648a874629b561e8ec34416f6a258837ca0af405550defe
+  md5: e78bcae4f58d0000f756c3b42da20f13
   depends:
   - matplotlib-base >=3.10.8,<3.10.9.0a0
   - pyside6 >=6.7.2
-  - python >=3.12,<3.13.0a0
-  - python_abi 3.12.* *_cp312
+  - python >=3.10,<3.11.0a0
+  - python_abi 3.10.* *_cp310
   - tornado >=5
   license: PSF-2.0
   license_family: PSF
   purls: []
-  size: 17415
-  timestamp: 1763055550515
+  size: 17450
+  timestamp: 1763055406857
 - conda: https://conda.anaconda.org/conda-forge/linux-64/matplotlib-base-3.10.8-py310hfde16b3_0.conda
   sha256: 809eaf93eb1901764c9b75803794c0359dd09366f578a13fdbbbe99824920d2c
   md5: 093b60a14d2c0d8c10f17e14a73a60d3
@@ -5952,36 +5991,18 @@ packages:
   - pkg:pypi/matplotlib?source=hash-mapping
   size: 7273307
   timestamp: 1763055380888
-- conda: https://conda.anaconda.org/conda-forge/linux-64/matplotlib-base-3.10.8-py312he3d6523_0.conda
-  sha256: 70cf0e7bfd50ef50eb712a6ca1eef0ef0d63b7884292acc81353327b434b548c
-  md5: b8dc157bbbb69c1407478feede8b7b42
-  depends:
-  - __glibc >=2.17,<3.0.a0
-  - contourpy >=1.0.1
-  - cycler >=0.10
-  - fonttools >=4.22.0
-  - freetype
-  - kiwisolver >=1.3.1
-  - libfreetype >=2.14.1
-  - libfreetype6 >=2.14.1
-  - libgcc >=14
-  - libstdcxx >=14
-  - numpy >=1.23
-  - numpy >=1.23,<3
-  - packaging >=20.0
-  - pillow >=8
-  - pyparsing >=2.3.1
-  - python >=3.12,<3.13.0a0
-  - python-dateutil >=2.7
-  - python_abi 3.12.* *_cp312
-  - qhull >=2020.2,<2020.3.0a0
-  - tk >=8.6.13,<8.7.0a0
-  license: PSF-2.0
-  license_family: PSF
-  purls:
-  - pkg:pypi/matplotlib?source=hash-mapping
-  size: 8442149
-  timestamp: 1763055517581
+- pypi: https://files.pythonhosted.org/packages/af/33/ee4519fa02ed11a94aef9559552f3b17bb863f2ecfe1a35dc7f548cde231/matplotlib_inline-0.2.1-py3-none-any.whl
+  name: matplotlib-inline
+  version: 0.2.1
+  sha256: d56ce5156ba6085e00a9d54fead6ed29a9c47e215cd1bba2e976ef39f5710a76
+  requires_dist:
+  - traitlets
+  - flake8 ; extra == 'test'
+  - nbdime ; extra == 'test'
+  - nbval ; extra == 'test'
+  - notebook ; extra == 'test'
+  - pytest ; extra == 'test'
+  requires_python: '>=3.9'
 - conda: https://conda.anaconda.org/conda-forge/noarch/matplotlib-inline-0.2.1-pyhd8ed1ab_0.conda
   sha256: 9d690334de0cd1d22c51bc28420663f4277cfa60d34fa5cad1ce284a13f1d603
   md5: 00e120ce3e40bad7bfc78861ce3c4a25
@@ -6115,19 +6136,13 @@ packages:
   - pkg:pypi/memray?source=hash-mapping
   size: 1816303
   timestamp: 1765821582847
-- conda: https://conda.anaconda.org/conda-forge/noarch/mistune-3.2.0-pyhcf101f3_0.conda
-  sha256: d3fb4beb5e0a52b6cc33852c558e077e1bfe44df1159eb98332d69a264b14bae
-  md5: b11e360fc4de2b0035fc8aaa74f17fd6
-  depends:
-  - python >=3.10
-  - typing_extensions
-  - python
-  license: BSD-3-Clause
-  license_family: BSD
-  purls:
-  - pkg:pypi/mistune?source=hash-mapping
-  size: 74250
-  timestamp: 1766504456031
+- pypi: https://files.pythonhosted.org/packages/9b/f7/4a5e785ec9fbd65146a27b6b70b6cdc161a66f2024e4b04ac06a67f5578b/mistune-3.2.0-py3-none-any.whl
+  name: mistune
+  version: 3.2.0
+  sha256: febdc629a3c78616b94393c6580551e0e34cc289987ec6c35ed3f4be42d0eee1
+  requires_dist:
+  - typing-extensions ; python_full_version < '3.11'
+  requires_python: '>=3.8'
 - pypi: https://files.pythonhosted.org/packages/4e/ca/03624e017e5ee2d7ce8a08d89f81c1e535eb3c30d7b2dc4a435ea3fbbeae/mkdocs_glightbox-0.5.2-py3-none-any.whl
   name: mkdocs-glightbox
   version: 0.5.2
@@ -6228,23 +6243,43 @@ packages:
   version: 1.1.0
   sha256: 1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505
   requires_python: '>=3.8'
-- conda: https://conda.anaconda.org/conda-forge/noarch/myst-parser-5.0.0-pyhd8ed1ab_0.conda
-  sha256: f352d594d968acd31052c5f894ae70718be56481ffa9c304fdfcbe78ddf66eb1
-  md5: a65e2c3c764766f0b28a3ac5052502a6
-  depends:
-  - docutils >=0.20,<0.23
+- pypi: https://files.pythonhosted.org/packages/d3/ac/686789b9145413f1a61878c407210e41bfdb097976864e0913078b24098c/myst_parser-5.0.0-py3-none-any.whl
+  name: myst-parser
+  version: 5.0.0
+  sha256: ab31e516024918296e169139072b81592336f2fef55b8986aa31c9f04b5f7211
+  requires_dist:
+  - docutils>=0.20,<0.23
   - jinja2
-  - markdown-it-py >=4.0.0,<4.1.0
-  - mdit-py-plugins >=0.5,<0.6
-  - python >=3.11
+  - markdown-it-py~=4.0
+  - mdit-py-plugins~=0.5
   - pyyaml
-  - sphinx >=8,<10
-  license: MIT
-  license_family: MIT
-  purls:
-  - pkg:pypi/myst-parser?source=hash-mapping
-  size: 73535
-  timestamp: 1768942892170
+  - sphinx>=8,<10
+  - pre-commit~=4.0 ; extra == 'code-style'
+  - linkify-it-py~=2.0 ; extra == 'linkify'
+  - sphinx>=8 ; extra == 'rtd'
+  - ipython ; extra == 'rtd'
+  - sphinx-book-theme~=1.1 ; extra == 'rtd'
+  - sphinx-design ; extra == 'rtd'
+  - sphinx-copybutton ; extra == 'rtd'
+  - sphinxext-rediraffe~=0.3.0 ; extra == 'rtd'
+  - sphinxext-opengraph~=0.13.0 ; extra == 'rtd'
+  - sphinx-pyscript ; extra == 'rtd'
+  - sphinx-tippy>=0.4.3 ; extra == 'rtd'
+  - sphinx-autodoc2~=0.5.0 ; extra == 'rtd'
+  - sphinx-togglebutton ; extra == 'rtd'
+  - beautifulsoup4 ; extra == 'testing'
+  - coverage[toml] ; extra == 'testing'
+  - defusedxml ; extra == 'testing'
+  - pytest>=9,<10 ; extra == 'testing'
+  - pytest-cov ; extra == 'testing'
+  - pytest-regressions ; extra == 'testing'
+  - pytest-param-files~=0.6.0 ; extra == 'testing'
+  - sphinx-pytest~=0.3.0 ; extra == 'testing'
+  - pygments<2.20 ; extra == 'testing'
+  - pygments ; extra == 'testing-docutils'
+  - pytest>=9,<10 ; extra == 'testing-docutils'
+  - pytest-param-files~=0.6.0 ; extra == 'testing-docutils'
+  requires_python: '>=3.11'
 - pypi: https://files.pythonhosted.org/packages/ef/82/7a9d0550484a62c6da82858ee9419f3dd1ccc9aa1c26a1e43da3ecd20b0d/natsort-8.4.0-py3-none-any.whl
   name: natsort
   version: 8.4.0
@@ -6253,105 +6288,126 @@ packages:
   - fastnumbers>=2.0.0 ; extra == 'fast'
   - pyicu>=1.0.0 ; extra == 'icu'
   requires_python: '>=3.7'
-- conda: https://conda.anaconda.org/conda-forge/noarch/nbclient-0.10.4-pyhd8ed1ab_0.conda
-  sha256: 1b66960ee06874ddceeebe375d5f17fb5f393d025a09e15b830ad0c4fffb585b
-  md5: 00f5b8dafa842e0c27c1cd7296aa4875
-  depends:
-  - jupyter_client >=6.1.12
-  - jupyter_core >=4.12,!=5.0.*
-  - nbformat >=5.1
-  - python >=3.8
-  - traitlets >=5.4
-  license: BSD-3-Clause
-  license_family: BSD
-  purls:
-  - pkg:pypi/nbclient?source=compressed-mapping
-  size: 28473
-  timestamp: 1766485646962
-- conda: https://conda.anaconda.org/conda-forge/noarch/nbconvert-7.17.0-h14065e2_0.conda
-  sha256: 3ed26e517968d16c8d6e52b20d9fbfc321d08975293e0ea27272e90c20797278
-  md5: b591fa5e68163b7f384ec58e8b319ace
-  depends:
-  - nbconvert-core ==7.17.0 pyhcf101f3_0
-  - nbconvert-pandoc ==7.17.0 hc3985f0_0
-  license: BSD-3-Clause
-  license_family: BSD
-  purls: []
-  size: 5298
-  timestamp: 1769709543558
-- conda: https://conda.anaconda.org/conda-forge/noarch/nbconvert-core-7.17.0-pyhcf101f3_0.conda
-  sha256: 628fea99108df8e33396bb0b88658ec3d58edf245df224f57c0dce09615cbed2
-  md5: b14079a39ae60ac7ad2ec3d9eab075ca
-  depends:
+- pypi: https://files.pythonhosted.org/packages/83/a0/5b0c2f11142ed1dddec842457d3f65eaf71a0080894eb6f018755b319c3a/nbclient-0.10.4-py3-none-any.whl
+  name: nbclient
+  version: 0.10.4
+  sha256: 9162df5a7373d70d606527300a95a975a47c137776cd942e52d9c7e29ff83440
+  requires_dist:
+  - jupyter-client>=6.1.12
+  - jupyter-core>=4.12,!=5.0.*
+  - nbformat>=5.1.3
+  - traitlets>=5.4
+  - pre-commit ; extra == 'dev'
+  - autodoc-traits ; extra == 'docs'
+  - flaky ; extra == 'docs'
+  - ipykernel>=6.19.3 ; extra == 'docs'
+  - ipython ; extra == 'docs'
+  - ipywidgets ; extra == 'docs'
+  - mock ; extra == 'docs'
+  - moto ; extra == 'docs'
+  - myst-parser ; extra == 'docs'
+  - nbconvert>=7.1.0 ; extra == 'docs'
+  - pytest-asyncio>=1.3.0 ; extra == 'docs'
+  - pytest-cov>=4.0 ; extra == 'docs'
+  - pytest>=9.0.1,<10 ; extra == 'docs'
+  - sphinx-book-theme ; extra == 'docs'
+  - sphinx>=1.7 ; extra == 'docs'
+  - sphinxcontrib-spelling ; extra == 'docs'
+  - testpath ; extra == 'docs'
+  - xmltodict ; extra == 'docs'
+  - flaky ; extra == 'test'
+  - ipykernel>=6.19.3 ; extra == 'test'
+  - ipython ; extra == 'test'
+  - ipywidgets ; extra == 'test'
+  - nbconvert>=7.1.0 ; extra == 'test'
+  - pytest-asyncio>=1.3.0 ; extra == 'test'
+  - pytest-cov>=4.0 ; extra == 'test'
+  - pytest>=9.0.1,<10 ; extra == 'test'
+  - testpath ; extra == 'test'
+  - xmltodict ; extra == 'test'
+  requires_python: '>=3.10.0'
+- pypi: https://files.pythonhosted.org/packages/0d/4b/8d5f796a792f8a25f6925a96032f098789f448571eb92011df1ae59e8ea8/nbconvert-7.17.0-py3-none-any.whl
+  name: nbconvert
+  version: 7.17.0
+  sha256: 4f99a63b337b9a23504347afdab24a11faa7d86b405e5c8f9881cd313336d518
+  requires_dist:
   - beautifulsoup4
-  - bleach-with-css !=5.0.0
+  - bleach[css]!=5.0.0
   - defusedxml
-  - importlib-metadata >=3.6
-  - jinja2 >=3.0
-  - jupyter_core >=4.7
-  - jupyterlab_pygments
-  - markupsafe >=2.0
-  - mistune >=2.0.3,<4
-  - nbclient >=0.5.0
-  - nbformat >=5.7
+  - importlib-metadata>=3.6 ; python_full_version < '3.10'
+  - jinja2>=3.0
+  - jupyter-core>=4.7
+  - jupyterlab-pygments
+  - markupsafe>=2.0
+  - mistune>=2.0.3,<4
+  - nbclient>=0.5.0
+  - nbformat>=5.7
   - packaging
-  - pandocfilters >=1.4.1
-  - pygments >=2.4.1
-  - python >=3.10
-  - traitlets >=5.1
-  - python
-  constrains:
-  - pandoc >=2.9.2,<4.0.0
-  - nbconvert ==7.17.0 *_0
-  license: BSD-3-Clause
-  license_family: BSD
-  purls:
-  - pkg:pypi/nbconvert?source=compressed-mapping
-  size: 202284
-  timestamp: 1769709543555
-- conda: https://conda.anaconda.org/conda-forge/noarch/nbconvert-pandoc-7.17.0-hc3985f0_0.conda
-  sha256: 79cb6a9089b3f15ebbd6a1520b2dcf83115cb2f61beaf9755ae21c38263c391f
-  md5: c9f0737797df2446be07b340c7992d5e
-  depends:
-  - nbconvert-core ==7.17.0 pyhcf101f3_0
-  - pandoc
-  license: BSD-3-Clause
-  license_family: BSD
-  purls: []
-  size: 5765
-  timestamp: 1769709543558
-- conda: https://conda.anaconda.org/conda-forge/noarch/nbformat-5.10.4-pyhd8ed1ab_1.conda
-  sha256: 7a5bd30a2e7ddd7b85031a5e2e14f290898098dc85bea5b3a5bf147c25122838
-  md5: bbe1963f1e47f594070ffe87cdf612ea
-  depends:
-  - jsonschema >=2.6
-  - jupyter_core >=4.12,!=5.0.*
-  - python >=3.9
-  - python-fastjsonschema >=2.15
-  - traitlets >=5.1
-  license: BSD-3-Clause
-  license_family: BSD
-  purls:
-  - pkg:pypi/nbformat?source=hash-mapping
-  size: 100945
-  timestamp: 1733402844974
-- conda: https://conda.anaconda.org/conda-forge/noarch/nbsphinx-0.9.8-pyhd8ed1ab_0.conda
-  sha256: 4cc750523756e61751c9a07d7e8b0dc265190ca8218f815e5e24779872748f9e
-  md5: c46b9814fb20a07bc294318c3eca5aed
-  depends:
-  - docutils
+  - pandocfilters>=1.4.1
+  - pygments>=2.4.1
+  - traitlets>=5.1
+  - flaky ; extra == 'all'
+  - intersphinx-registry ; extra == 'all'
+  - ipykernel ; extra == 'all'
+  - ipython ; extra == 'all'
+  - ipywidgets>=7.5 ; extra == 'all'
+  - myst-parser ; extra == 'all'
+  - nbsphinx>=0.2.12 ; extra == 'all'
+  - playwright ; extra == 'all'
+  - pydata-sphinx-theme ; extra == 'all'
+  - pyqtwebengine>=5.15 ; extra == 'all'
+  - pytest>=7 ; extra == 'all'
+  - sphinx>=5.0.2 ; extra == 'all'
+  - sphinxcontrib-spelling ; extra == 'all'
+  - tornado>=6.1 ; extra == 'all'
+  - intersphinx-registry ; extra == 'docs'
+  - ipykernel ; extra == 'docs'
+  - ipython ; extra == 'docs'
+  - myst-parser ; extra == 'docs'
+  - nbsphinx>=0.2.12 ; extra == 'docs'
+  - pydata-sphinx-theme ; extra == 'docs'
+  - sphinx>=5.0.2 ; extra == 'docs'
+  - sphinxcontrib-spelling ; extra == 'docs'
+  - pyqtwebengine>=5.15 ; extra == 'qtpdf'
+  - pyqtwebengine>=5.15 ; extra == 'qtpng'
+  - tornado>=6.1 ; extra == 'serve'
+  - flaky ; extra == 'test'
+  - ipykernel ; extra == 'test'
+  - ipywidgets>=7.5 ; extra == 'test'
+  - pytest>=7 ; extra == 'test'
+  - playwright ; extra == 'webpdf'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/a9/82/0340caa499416c78e5d8f5f05947ae4bc3cba53c9f038ab6e9ed964e22f1/nbformat-5.10.4-py3-none-any.whl
+  name: nbformat
+  version: 5.10.4
+  sha256: 3b48d6c8fbca4b299bf3982ea7db1af21580e4fec269ad087b9e81588891200b
+  requires_dist:
+  - fastjsonschema>=2.15
+  - jsonschema>=2.6
+  - jupyter-core>=4.12,!=5.0.*
+  - traitlets>=5.1
+  - myst-parser ; extra == 'docs'
+  - pydata-sphinx-theme ; extra == 'docs'
+  - sphinx ; extra == 'docs'
+  - sphinxcontrib-github-alt ; extra == 'docs'
+  - sphinxcontrib-spelling ; extra == 'docs'
+  - pep440 ; extra == 'test'
+  - pre-commit ; extra == 'test'
+  - pytest ; extra == 'test'
+  - testpath ; extra == 'test'
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/03/78/843bcf0cf31f88d2f8a9a063d2d80817b1901657d83d65b89b3aa835732e/nbsphinx-0.9.8-py3-none-any.whl
+  name: nbsphinx
+  version: 0.9.8
+  sha256: 92d95ee91784e56bc633b60b767a6b6f23a0445f891e24641ce3c3f004759ccf
+  requires_dist:
+  - docutils>=0.18.1
   - jinja2
-  - nbconvert
+  - nbconvert>=5.3,!=5.4
   - nbformat
-  - python >=3.6
-  - sphinx
-  - traitlets
-  license: MIT
-  license_family: MIT
-  purls:
-  - pkg:pypi/nbsphinx?source=hash-mapping
-  size: 35023
-  timestamp: 1764354193797
+  - sphinx>=1.8,!=8.2.0,!=8.2.1
+  - traitlets>=5
+  requires_python: '>=3.8'
 - pypi: https://files.pythonhosted.org/packages/35/7d/bc4080a0d94719a039a96b1b5fb5b9a12d0048fab9f56efd9324fa07a096/ncls-0.0.70-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
   name: ncls
   version: 0.0.70
@@ -6406,6 +6462,11 @@ packages:
   purls: []
   size: 891641
   timestamp: 1738195959188
+- pypi: https://files.pythonhosted.org/packages/a0/c4/c2971a3ba4c6103a3d10c4b0f24f461ddc027f0f09763220cf35ca1401b3/nest_asyncio-1.6.0-py3-none-any.whl
+  name: nest-asyncio
+  version: 1.6.0
+  sha256: 87af6efd6b5e897c81050477ef65c62e2b2f35d51703cae01aff2905b1852e1c
+  requires_python: '>=3.5'
 - conda: https://conda.anaconda.org/conda-forge/noarch/nest-asyncio-1.6.0-pyhd8ed1ab_1.conda
   sha256: bb7b21d7fd0445ddc0631f64e66d91a179de4ba920b8381f29b9d006a42788c0
   md5: 598fd7d4d0de2455fb74f56063969a97
@@ -6505,38 +6566,109 @@ packages:
   - pkg:pypi/networkx?source=hash-mapping
   size: 1587439
   timestamp: 1765215107045
-- pypi: https://files.pythonhosted.org/packages/47/ab/ef2605f0463889ea8934feb84ac71c3b3c562bd25bb0fda690ba46ee2fbe/numba-0.59.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
-  name: numba
-  version: 0.59.1
-  sha256: f7ad1d217773e89a9845886401eaaab0a156a90aa2f179fdc125261fd1105096
-  requires_dist:
-  - llvmlite>=0.42.0.dev0,<0.43
-  - numpy>=1.22,<1.27
-  requires_python: '>=3.9'
-- pypi: https://files.pythonhosted.org/packages/54/f2/7d1579037643c874fa73516ea84c07e8d30ea347fb1a88c03b198447655d/numba-0.59.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
-  name: numba
-  version: 0.59.1
-  sha256: dd2842fac03be4e5324ebbbd4d2d0c8c0fc6e0df75c09477dd45b288a0777389
-  requires_dist:
-  - llvmlite>=0.42.0.dev0,<0.43
-  - numpy>=1.22,<1.27
-  requires_python: '>=3.9'
-- pypi: https://files.pythonhosted.org/packages/f6/2d/f8cdcf325c8fbdfff911607d184e28eb7c94ca5c4760d7f149323404778a/numba-0.59.1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
-  name: numba
-  version: 0.59.1
-  sha256: 525ef3f820931bdae95ee5379c670d5c97289c6520726bc6937a4a7d4230ba24
-  requires_dist:
-  - llvmlite>=0.42.0.dev0,<0.43
-  - numpy>=1.22,<1.27
-  requires_python: '>=3.9'
-- pypi: https://files.pythonhosted.org/packages/0d/e0/5ea04e7ad2c39288c0f0f9e8d47638ad70f28e275d092733b5817cf243c9/numba-0.61.2-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
-  name: numba
-  version: 0.61.2
-  sha256: bdbca73ad81fa196bd53dc12e3aaf1564ae036e0c125f237c7644fe64a4928ab
-  requires_dist:
-  - llvmlite>=0.44.0.dev0,<0.45
-  - numpy>=1.24,<2.3
-  requires_python: '>=3.10'
+- conda: https://conda.anaconda.org/conda-forge/linux-64/numba-0.59.1-py310h7dc5dd1_0.conda
+  sha256: d2c631345a40f0ffbe18d312ef665e1ae1a4942ecff46334df2de49b8277bf81
+  md5: b757b5ecfa1cad38328fa73e236b6563
+  depends:
+  - _openmp_mutex >=4.5
+  - libgcc-ng >=12
+  - libstdcxx-ng >=12
+  - llvmlite >=0.42.0,<0.43.0a0
+  - numpy >=1.22.4,<2.0a0
+  - python >=3.10,<3.11.0a0
+  - python_abi 3.10.* *_cp310
+  constrains:
+  - cudatoolkit >=11.2
+  - cuda-python >=11.6
+  - cuda-version >=11.2
+  - numpy >=1.22.3,<1.27
+  - libopenblas !=0.3.6
+  - scipy >=1.0
+  - tbb >=2021.6.0
+  license: BSD-2-Clause
+  license_family: BSD
+  purls:
+  - pkg:pypi/numba?source=hash-mapping
+  size: 4313101
+  timestamp: 1711475336305
+- conda: https://conda.anaconda.org/conda-forge/linux-64/numba-0.63.1-py311h3c884d5_0.conda
+  sha256: d096edd82d702ab98ff13bedee05d4ffadf208ad7a3ed3a748b59b976d2ba3b0
+  md5: 3d05eaf5e34f383eec6ded1cac922bac
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - _openmp_mutex >=4.5
+  - libgcc >=14
+  - libstdcxx >=14
+  - llvmlite >=0.46.0,<0.47.0a0
+  - numpy >=1.22.3,<2.4
+  - numpy >=1.23,<3
+  - python >=3.11,<3.12.0a0
+  - python_abi 3.11.* *_cp311
+  constrains:
+  - cuda-python >=11.6
+  - cuda-version >=11.2
+  - libopenblas !=0.3.6
+  - cudatoolkit >=11.2
+  - tbb >=2021.6.0
+  - scipy >=1.0
+  license: BSD-2-Clause
+  license_family: BSD
+  purls:
+  - pkg:pypi/numba?source=hash-mapping
+  size: 5845064
+  timestamp: 1765466695252
+- conda: https://conda.anaconda.org/conda-forge/linux-64/numba-0.63.1-py312hd1dde6f_0.conda
+  sha256: 4606dbdac78c81c6a390b6a05447f5c10133db52176e5ffc82b7aa54ed2786e6
+  md5: 65617cfd82b6c2f94d0efbadf2b72e88
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - _openmp_mutex >=4.5
+  - libgcc >=14
+  - libstdcxx >=14
+  - llvmlite >=0.46.0,<0.47.0a0
+  - numpy >=1.22.3,<2.4
+  - numpy >=1.23,<3
+  - python >=3.12,<3.13.0a0
+  - python_abi 3.12.* *_cp312
+  constrains:
+  - libopenblas !=0.3.6
+  - scipy >=1.0
+  - tbb >=2021.6.0
+  - cuda-python >=11.6
+  - cudatoolkit >=11.2
+  - cuda-version >=11.2
+  license: BSD-2-Clause
+  license_family: BSD
+  purls:
+  - pkg:pypi/numba?source=hash-mapping
+  size: 5723917
+  timestamp: 1765466752691
+- conda: https://conda.anaconda.org/conda-forge/linux-64/numba-0.63.1-py313h5dce7c4_0.conda
+  sha256: 3ceba93570814df69969edff3156097dc0e86ccefa2ea2bdfe08f84b2023cf04
+  md5: dbdae1a85bb346d57fae63269def955a
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - _openmp_mutex >=4.5
+  - libgcc >=14
+  - libstdcxx >=14
+  - llvmlite >=0.46.0,<0.47.0a0
+  - numpy >=1.22.3,<2.4
+  - numpy >=1.23,<3
+  - python >=3.13,<3.14.0a0
+  - python_abi 3.13.* *_cp313
+  constrains:
+  - cudatoolkit >=11.2
+  - cuda-python >=11.6
+  - libopenblas !=0.3.6
+  - tbb >=2021.6.0
+  - cuda-version >=11.2
+  - scipy >=1.0
+  license: BSD-2-Clause
+  license_family: BSD
+  purls:
+  - pkg:pypi/numba?source=hash-mapping
+  size: 5761715
+  timestamp: 1765466811957
 - pypi: https://files.pythonhosted.org/packages/a9/a6/aa38bddc9f8d90e5ce14023f06ccbf642ab5d507da1ffafb031c0f332dc6/numerary-0.4.4-py3-none-any.whl
   name: numerary
   version: 0.4.4
@@ -6568,64 +6700,66 @@ packages:
   - pkg:pypi/numpy?source=hash-mapping
   size: 7009070
   timestamp: 1707225917496
-- conda: https://conda.anaconda.org/conda-forge/linux-64/numpy-1.26.4-py311h64a7726_0.conda
-  sha256: 3f4365e11b28e244c95ba8579942b0802761ba7bb31c026f50d1a9ea9c728149
-  md5: a502d7aad449a1206efb366d6a12c52d
+- conda: https://conda.anaconda.org/conda-forge/linux-64/numpy-2.3.5-py311h2e04523_1.conda
+  sha256: 172cac7930e16f90321a4072970ac6dd51b62621d18158aa9adb26f5abbca222
+  md5: 5d62b99badc706e4dfe8b2f90d05c26f
   depends:
+  - python
+  - libstdcxx >=14
+  - libgcc >=14
+  - __glibc >=2.17,<3.0.a0
+  - python_abi 3.11.* *_cp311
   - libblas >=3.9.0,<4.0a0
-  - libcblas >=3.9.0,<4.0a0
-  - libgcc-ng >=12
   - liblapack >=3.9.0,<4.0a0
-  - libstdcxx-ng >=12
-  - python >=3.11,<3.12.0a0
-  - python_abi 3.11.* *_cp311
+  - libcblas >=3.9.0,<4.0a0
   constrains:
   - numpy-base <0a0
   license: BSD-3-Clause
   license_family: BSD
   purls:
   - pkg:pypi/numpy?source=hash-mapping
-  size: 8065890
-  timestamp: 1707225944355
-- conda: https://conda.anaconda.org/conda-forge/linux-64/numpy-1.26.4-py312heda63a1_0.conda
-  sha256: fe3459c75cf84dcef6ef14efcc4adb0ade66038ddd27cadb894f34f4797687d8
-  md5: d8285bea2a350f63fab23bf460221f3f
+  size: 9451314
+  timestamp: 1766383383952
+- conda: https://conda.anaconda.org/conda-forge/linux-64/numpy-2.3.5-py312h33ff503_1.conda
+  sha256: 76ad6a6f4761084b074a587fe1512956891f04b5250cec0fd39aca0f39ad122b
+  md5: 03baecffb72fa96fe234fd505908065f
   depends:
+  - python
+  - __glibc >=2.17,<3.0.a0
+  - libstdcxx >=14
+  - libgcc >=14
   - libblas >=3.9.0,<4.0a0
-  - libcblas >=3.9.0,<4.0a0
-  - libgcc-ng >=12
   - liblapack >=3.9.0,<4.0a0
-  - libstdcxx-ng >=12
-  - python >=3.12,<3.13.0a0
   - python_abi 3.12.* *_cp312
+  - libcblas >=3.9.0,<4.0a0
   constrains:
   - numpy-base <0a0
   license: BSD-3-Clause
   license_family: BSD
   purls:
   - pkg:pypi/numpy?source=hash-mapping
-  size: 7484186
-  timestamp: 1707225809722
-- conda: https://conda.anaconda.org/conda-forge/linux-64/numpy-2.2.6-py313h17eae1a_0.conda
-  sha256: 7da9ebd80a7311e0482c4c6393be0eddf0012b3846df528e375037409b3d2b3d
-  md5: 7a2d2f9adecd86ed5c29c2115354f615
+  size: 8820597
+  timestamp: 1766383409220
+- conda: https://conda.anaconda.org/conda-forge/linux-64/numpy-2.3.5-py313hf6604e3_1.conda
+  sha256: 2f8aff2a17e4d43012e9863ef4392e6d5de3ae9da0c3e322831f8c5c3d86df71
+  md5: dce261869f78ba9b81b9091b084d328d
   depends:
+  - python
+  - libgcc >=14
+  - libstdcxx >=14
   - __glibc >=2.17,<3.0.a0
-  - libblas >=3.9.0,<4.0a0
+  - python_abi 3.13.* *_cp313
   - libcblas >=3.9.0,<4.0a0
-  - libgcc >=13
   - liblapack >=3.9.0,<4.0a0
-  - libstdcxx >=13
-  - python >=3.13,<3.14.0a0
-  - python_abi 3.13.* *_cp313
+  - libblas >=3.9.0,<4.0a0
   constrains:
   - numpy-base <0a0
   license: BSD-3-Clause
   license_family: BSD
   purls:
   - pkg:pypi/numpy?source=hash-mapping
-  size: 8517250
-  timestamp: 1747545080496
+  size: 8919234
+  timestamp: 1766383469748
 - pypi: https://files.pythonhosted.org/packages/af/eb/ff4b8c503fa1f1796679dce648854d58751982426e4e4b37d6fce49d259c/nvidia_cublas_cu12-12.6.4.1-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
   name: nvidia-cublas-cu12
   version: 12.6.4.1
@@ -6828,9 +6962,9 @@ packages:
   - fsspec>=2025.5.1
   - typing-extensions ; python_full_version < '3.10'
   requires_python: '>=3.9'
-- conda: https://conda.anaconda.org/conda-forge/linux-64/p11-kit-0.26.1-h3435931_0.conda
-  sha256: 80193ee986b5a20b11d0a3f12c971d349cd6f46078247558904431f32213f02c
-  md5: 5abdbe4b5b16545d68431330e827a9d1
+- conda: https://conda.anaconda.org/conda-forge/linux-64/p11-kit-0.26.2-h3435931_0.conda
+  sha256: f63962d24d81d4fafa15112c03cd5db1fddadd520fdb2ad7ec71a1689e8e694f
+  md5: 312989f1b7318c3763fffdc78df8474e
   depends:
   - __glibc >=2.17,<3.0.a0
   - libffi >=3.5.2,<3.6.0a0
@@ -6839,8 +6973,8 @@ packages:
   license: MIT
   license_family: MIT
   purls: []
-  size: 3928152
-  timestamp: 1768944544987
+  size: 3831848
+  timestamp: 1770417713801
 - conda: https://conda.anaconda.org/conda-forge/noarch/packaging-26.0-pyhcf101f3_0.conda
   sha256: c1fc0f953048f743385d31c468b4a678b3ad20caffdeaa94bed85ba63049fd58
   md5: b76541e68fea4d511b1ac46a28dcd2c6
@@ -7266,63 +7400,6 @@ packages:
   - pkg:pypi/pandas?source=hash-mapping
   size: 12391209
   timestamp: 1764615007370
-- conda: https://conda.anaconda.org/conda-forge/linux-64/pandas-3.0.0-py312h8ecdadd_0.conda
-  sha256: 729c74e74703ab8686ee3915fd3023b6c454d0d97c60ec2e5f5c537cdab5277a
-  md5: 2db19c9eb81049acf8108ccfbe5cc2ed
-  depends:
-  - python
-  - numpy >=1.26.0
-  - python-dateutil >=2.8.2
-  - __glibc >=2.17,<3.0.a0
-  - libgcc >=14
-  - libstdcxx >=14
-  - numpy >=1.23,<3
-  - python_abi 3.12.* *_cp312
-  constrains:
-  - adbc-driver-postgresql >=1.2.0
-  - adbc-driver-sqlite >=1.2.0
-  - beautifulsoup4 >=4.12.3
-  - blosc >=1.21.3
-  - bottleneck >=1.4.2
-  - fastparquet >=2024.11.0
-  - fsspec >=2024.10.0
-  - gcsfs >=2024.10.0
-  - html5lib >=1.1
-  - hypothesis >=6.116.0
-  - jinja2 >=3.1.5
-  - lxml >=5.3.0
-  - matplotlib >=3.9.3
-  - numba >=0.60.0
-  - numexpr >=2.10.2
-  - odfpy >=1.4.1
-  - openpyxl >=3.1.5
-  - psycopg2 >=2.9.10
-  - pyarrow >=13.0.0
-  - pyiceberg >=0.8.1
-  - pymysql >=1.1.1
-  - pyqt5 >=5.15.9
-  - pyreadstat >=1.2.8
-  - pytables >=3.10.1
-  - pytest >=8.3.4
-  - pytest-xdist >=3.6.1
-  - python-calamine >=0.3.0
-  - pytz >=2024.2
-  - pyxlsb >=1.0.10
-  - qtpy >=2.4.2
-  - scipy >=1.14.1
-  - s3fs >=2024.10.0
-  - sqlalchemy >=2.0.36
-  - tabulate >=0.9.0
-  - xarray >=2024.10.0
-  - xlrd >=2.0.1
-  - xlsxwriter >=3.2.0
-  - zstandard >=0.23.0
-  license: BSD-3-Clause
-  license_family: BSD
-  purls:
-  - pkg:pypi/pandas?source=compressed-mapping
-  size: 14819633
-  timestamp: 1769076306074
 - pypi: https://files.pythonhosted.org/packages/75/7b/03299e4ccc5e3cfb0f9e234207ac43ef08b3ba6c4c2882c890e550ceadba/pandera-0.29.0-py3-none-any.whl
   name: pandera
   version: 0.29.0
@@ -7376,25 +7453,22 @@ packages:
   - ibis-framework>=9.0.0 ; extra == 'all'
   - polars>=0.20.0 ; extra == 'all'
   requires_python: '>=3.10'
-- conda: https://conda.anaconda.org/conda-forge/linux-64/pandoc-3.9-ha770c72_0.conda
-  sha256: 721487cedd6130fc35c9ed219f7952aaadb33102834f3e2dd4cadf113dd39e70
-  md5: 9048399267b4e56b122081aad7fda761
-  license: GPL-2.0-or-later
-  license_family: GPL
-  purls: []
-  size: 22470583
-  timestamp: 1770211571912
-- conda: https://conda.anaconda.org/conda-forge/noarch/pandocfilters-1.5.0-pyhd8ed1ab_0.tar.bz2
-  sha256: 2bb9ba9857f4774b85900c2562f7e711d08dd48e2add9bee4e1612fbee27e16f
-  md5: 457c2c8c08e54905d6954e79cb5b5db9
-  depends:
-  - python !=3.0,!=3.1,!=3.2,!=3.3
-  license: BSD-3-Clause
-  license_family: BSD
-  purls:
-  - pkg:pypi/pandocfilters?source=hash-mapping
-  size: 11627
-  timestamp: 1631603397334
+- pypi: https://files.pythonhosted.org/packages/ef/af/4fbc8cab944db5d21b7e2a5b8e9211a03a79852b1157e2c102fcc61ac440/pandocfilters-1.5.1-py2.py3-none-any.whl
+  name: pandocfilters
+  version: 1.5.1
+  sha256: 93be382804a9cdb0a7267585f157e5d1731bbe5545a85b268d6f5fe6232de2bc
+  requires_python: '>=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*'
+- pypi: https://files.pythonhosted.org/packages/b6/61/fae042894f4296ec49e3f193aff5d7c18440da9e48102c3315e1bc4519a7/parso-0.8.6-py2.py3-none-any.whl
+  name: parso
+  version: 0.8.6
+  sha256: 2c549f800b70a5c4952197248825584cb00f033b29c692671d3bf08bf380baff
+  requires_dist:
+  - pytest ; extra == 'testing'
+  - docopt ; extra == 'testing'
+  - flake8==5.0.4 ; extra == 'qa'
+  - zuban==0.5.1 ; extra == 'qa'
+  - types-setuptools==67.2.0.1 ; extra == 'qa'
+  requires_python: '>=3.6'
 - conda: https://conda.anaconda.org/conda-forge/noarch/parso-0.8.5-pyhcf101f3_0.conda
   sha256: 30de7b4d15fbe53ffe052feccde31223a236dae0495bab54ab2479de30b2990f
   md5: a110716cdb11cf51482ff4000dc253d7
@@ -7454,6 +7528,12 @@ packages:
   purls: []
   size: 13344463
   timestamp: 1703310653947
+- pypi: https://files.pythonhosted.org/packages/9e/c3/059298687310d527a58bb01f3b1965787ee3b40dce76752eda8b44e9a2c5/pexpect-4.9.0-py2.py3-none-any.whl
+  name: pexpect
+  version: 4.9.0
+  sha256: 7236d1e080e4936be2dc3e326cec0af72acf9212a7e1d060210e70a47e253523
+  requires_dist:
+  - ptyprocess>=0.5
 - conda: https://conda.anaconda.org/conda-forge/noarch/pexpect-4.9.0-pyhd8ed1ab_1.conda
   sha256: 202af1de83b585d36445dc1fda94266697341994d1a3328fabde4989e1b3d07a
   md5: d0d408b1f18883a944376da5cf8101ea
@@ -7533,6 +7613,38 @@ packages:
   - pkg:pypi/pickleshare?source=hash-mapping
   size: 11748
   timestamp: 1733327448200
+- pypi: https://files.pythonhosted.org/packages/11/8f/48d0b77ab2200374c66d344459b8958c86693be99526450e7aee714e03e4/pillow-12.1.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
+  name: pillow
+  version: 12.1.0
+  sha256: a6dfc2af5b082b635af6e08e0d1f9f1c4e04d17d4e2ca0ef96131e85eda6eb17
+  requires_dist:
+  - furo ; extra == 'docs'
+  - olefile ; extra == 'docs'
+  - sphinx>=8.2 ; extra == 'docs'
+  - sphinx-autobuild ; extra == 'docs'
+  - sphinx-copybutton ; extra == 'docs'
+  - sphinx-inline-tabs ; extra == 'docs'
+  - sphinxext-opengraph ; extra == 'docs'
+  - olefile ; extra == 'fpx'
+  - olefile ; extra == 'mic'
+  - arro3-compute ; extra == 'test-arrow'
+  - arro3-core ; extra == 'test-arrow'
+  - nanoarrow ; extra == 'test-arrow'
+  - pyarrow ; extra == 'test-arrow'
+  - check-manifest ; extra == 'tests'
+  - coverage>=7.4.2 ; extra == 'tests'
+  - defusedxml ; extra == 'tests'
+  - markdown2 ; extra == 'tests'
+  - olefile ; extra == 'tests'
+  - packaging ; extra == 'tests'
+  - pyroma>=5 ; extra == 'tests'
+  - pytest ; extra == 'tests'
+  - pytest-cov ; extra == 'tests'
+  - pytest-timeout ; extra == 'tests'
+  - pytest-xdist ; extra == 'tests'
+  - trove-classifiers>=2024.10.12 ; extra == 'tests'
+  - defusedxml ; extra == 'xmp'
+  requires_python: '>=3.10'
 - conda: https://conda.anaconda.org/conda-forge/linux-64/pillow-11.3.0-py310h6557065_3.conda
   sha256: 7fe27fd1c5a3d85ea355a609d050e50469382223bbf5a07ca750e30b6aebdc25
   md5: e169733dc0c743687a852f1c6e989140
@@ -7556,29 +7668,6 @@ packages:
   - pkg:pypi/pillow?source=hash-mapping
   size: 882171
   timestamp: 1758208668856
-- conda: https://conda.anaconda.org/conda-forge/linux-64/pillow-11.3.0-py312h7b42cdd_3.conda
-  sha256: ad4a22899819a2bb86550d1fc3833a44e073aac80ea61529676b5e73220fcc2b
-  md5: 1d7f05c3f8bb4e98d02fca45f0920b23
-  depends:
-  - python
-  - libgcc >=14
-  - __glibc >=2.17,<3.0.a0
-  - lcms2 >=2.17,<3.0a0
-  - libwebp-base >=1.6.0,<2.0a0
-  - libjpeg-turbo >=3.1.0,<4.0a0
-  - libzlib >=1.3.1,<2.0a0
-  - tk >=8.6.13,<8.7.0a0
-  - libxcb >=1.17.0,<2.0a0
-  - libtiff >=4.7.0,<4.8.0a0
-  - libfreetype >=2.14.1
-  - libfreetype6 >=2.14.1
-  - python_abi 3.12.* *_cp312
-  - openjpeg >=2.5.3,<3.0a0
-  license: HPND
-  purls:
-  - pkg:pypi/pillow?source=hash-mapping
-  size: 1028547
-  timestamp: 1758208668856
 - conda: https://conda.anaconda.org/conda-forge/linux-64/pixman-0.46.4-h54a6638_1.conda
   sha256: 43d37bc9ca3b257c5dd7bf76a8426addbdec381f6786ff441dc90b1a49143b6a
   md5: c01af13bdc553d1a8fbfff6e8db075f0
@@ -7663,14 +7752,14 @@ packages:
   - cudf-polars-cu12 ; extra == 'gpu'
   - polars[async,cloudpickle,database,deltalake,excel,fsspec,graph,iceberg,numpy,pandas,plot,pyarrow,pydantic,style,timezone] ; extra == 'all'
   requires_python: '>=3.10'
-- pypi: https://files.pythonhosted.org/packages/c3/47/61e7a47f77e321aa1cbf4141cc60df9d6e63b9f469c5525226535552a04c/polars-1.38.0-py3-none-any.whl
+- pypi: https://files.pythonhosted.org/packages/0a/49/737c1a6273c585719858261753da0b688454d1b634438ccba8a9c4eb5aab/polars-1.38.1-py3-none-any.whl
   name: polars
-  version: 1.38.0
-  sha256: d7a31b47da8c9522aa38908c46ac72eab8eaf0c992e024f9c95fedba4cbe7759
+  version: 1.38.1
+  sha256: a29479c48fed4984d88b656486d221f638cba45d3e961631a50ee5fdde38cb2c
   requires_dist:
-  - polars-runtime-32==1.38.0
-  - polars-runtime-64==1.38.0 ; extra == 'rt64'
-  - polars-runtime-compat==1.38.0 ; extra == 'rtcompat'
+  - polars-runtime-32==1.38.1
+  - polars-runtime-64==1.38.1 ; extra == 'rt64'
+  - polars-runtime-compat==1.38.1 ; extra == 'rtcompat'
   - polars-cloud>=0.4.0 ; extra == 'polars-cloud'
   - numpy>=1.16.0 ; extra == 'numpy'
   - pandas ; extra == 'pandas'
@@ -7730,10 +7819,10 @@ packages:
   version: 1.37.1
   sha256: a8362d11ac5193b994c7e9048ffe22ccfb976699cfbf6e128ce0302e06728894
   requires_python: '>=3.10'
-- pypi: https://files.pythonhosted.org/packages/89/64/4c5dbb1c2d2c025f8e7c7e433bd343c4fc955ceadd087a7ad456de8668f8/polars_runtime_32-1.38.0-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+- pypi: https://files.pythonhosted.org/packages/f2/5a/61d60ec5cc0ab37cbd5a699edb2f9af2875b7fdfdfb2a4608ca3cc5f0448/polars_runtime_32-1.38.1-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
   name: polars-runtime-32
-  version: 1.38.0
-  sha256: 8806ddb684b17ae8b0bcb91d8d5ba361b04b0a31d77ce7f861d16b47734b3012
+  version: 1.38.1
+  sha256: e8a5f7a8125e2d50e2e060296551c929aec09be23a9edcb2b12ca923f555a5ba
   requires_python: '>=3.10'
 - pypi: https://files.pythonhosted.org/packages/2a/2d/d4bf65e47cea8ff2c794a600c4fd1273a7902f268757c531e0ee9f18aa58/pooch-1.9.0-py3-none-any.whl
   name: pooch
@@ -7749,9 +7838,9 @@ packages:
   - pytest-httpserver ; extra == 'test'
   - pytest-localftpserver ; extra == 'test'
   requires_python: '>=3.9'
-- conda: https://conda.anaconda.org/conda-forge/linux-64/prek-0.3.1-hb17b654_0.conda
-  sha256: 5b6e5d37971196040fc0e7932b3d980e2f14a2cf65432c1f27e64040a52ded97
-  md5: da6e20d5c70b5a628c886f03bbf8583d
+- conda: https://conda.anaconda.org/conda-forge/linux-64/prek-0.3.2-hb17b654_0.conda
+  sha256: 0a8c4c3408230fc57d1ec9a191216a5ea0460550c62b6547d436e25dfc77166f
+  md5: 602ce073650edcc498348b4527d9cd53
   depends:
   - __glibc >=2.17,<3.0.a0
   - libgcc >=14
@@ -7760,8 +7849,8 @@ packages:
   license: MIT
   license_family: MIT
   purls: []
-  size: 4709528
-  timestamp: 1769886190021
+  size: 5068666
+  timestamp: 1770398226221
 - conda: https://conda.anaconda.org/conda-forge/noarch/prompt-toolkit-3.0.51-pyha770c72_0.conda
   sha256: ebc1bb62ac612af6d40667da266ff723662394c0ca78935340a5b5c14831227b
   md5: d17ae9db4dc594267181bd199bf9a551
@@ -7791,6 +7880,50 @@ packages:
   version: 0.4.1
   sha256: 15932ab57837c3368b024473a525e25d316d8353016e7cc0e5ba9eb343fbb1cf
   requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/b5/70/5d8df3b09e25bce090399cf48e452d25c935ab72dad19406c77f4e828045/psutil-7.2.2-cp36-abi3-manylinux2010_x86_64.manylinux_2_12_x86_64.manylinux_2_28_x86_64.whl
+  name: psutil
+  version: 7.2.2
+  sha256: 076a2d2f923fd4821644f5ba89f059523da90dc9014e85f8e45a5774ca5bc6f9
+  requires_dist:
+  - psleak ; extra == 'dev'
+  - pytest ; extra == 'dev'
+  - pytest-instafail ; extra == 'dev'
+  - pytest-xdist ; extra == 'dev'
+  - setuptools ; extra == 'dev'
+  - abi3audit ; extra == 'dev'
+  - black ; extra == 'dev'
+  - check-manifest ; extra == 'dev'
+  - coverage ; extra == 'dev'
+  - packaging ; extra == 'dev'
+  - pylint ; extra == 'dev'
+  - pyperf ; extra == 'dev'
+  - pypinfo ; extra == 'dev'
+  - pytest-cov ; extra == 'dev'
+  - requests ; extra == 'dev'
+  - rstcheck ; extra == 'dev'
+  - ruff ; extra == 'dev'
+  - sphinx ; extra == 'dev'
+  - sphinx-rtd-theme ; extra == 'dev'
+  - toml-sort ; extra == 'dev'
+  - twine ; extra == 'dev'
+  - validate-pyproject[all] ; extra == 'dev'
+  - virtualenv ; extra == 'dev'
+  - vulture ; extra == 'dev'
+  - wheel ; extra == 'dev'
+  - colorama ; os_name == 'nt' and extra == 'dev'
+  - pyreadline3 ; os_name == 'nt' and extra == 'dev'
+  - pywin32 ; implementation_name != 'pypy' and os_name == 'nt' and extra == 'dev'
+  - wheel ; implementation_name != 'pypy' and os_name == 'nt' and extra == 'dev'
+  - wmi ; implementation_name != 'pypy' and os_name == 'nt' and extra == 'dev'
+  - psleak ; extra == 'test'
+  - pytest ; extra == 'test'
+  - pytest-instafail ; extra == 'test'
+  - pytest-xdist ; extra == 'test'
+  - setuptools ; extra == 'test'
+  - pywin32 ; implementation_name != 'pypy' and os_name == 'nt' and extra == 'test'
+  - wheel ; implementation_name != 'pypy' and os_name == 'nt' and extra == 'test'
+  - wmi ; implementation_name != 'pypy' and os_name == 'nt' and extra == 'test'
+  requires_python: '>=3.6'
 - conda: https://conda.anaconda.org/conda-forge/linux-64/psutil-7.2.2-py310h139afa4_0.conda
   sha256: 3a6d46033ebad3e69ded3f76852b9c378c2cff632f57421b5926c6add1bae475
   md5: d210342acdb8e3ca6434295497c10b7c
@@ -7805,20 +7938,6 @@ packages:
   - pkg:pypi/psutil?source=compressed-mapping
   size: 179015
   timestamp: 1769678154886
-- conda: https://conda.anaconda.org/conda-forge/linux-64/psutil-7.2.2-py312h5253ce2_0.conda
-  sha256: d834fd656133c9e4eaf63ffe9a117c7d0917d86d89f7d64073f4e3a0020bd8a7
-  md5: dd94c506b119130aef5a9382aed648e7
-  depends:
-  - python
-  - libgcc >=14
-  - __glibc >=2.17,<3.0.a0
-  - python_abi 3.12.* *_cp312
-  license: BSD-3-Clause
-  license_family: BSD
-  purls:
-  - pkg:pypi/psutil?source=compressed-mapping
-  size: 225545
-  timestamp: 1769678155334
 - conda: https://conda.anaconda.org/conda-forge/linux-64/pthread-stubs-0.4-hb9d3cd8_1002.conda
   sha256: 9c88f8c64590e9567c6c80823f0328e58d3b1efb0e1c539c0315ceca764e0973
   md5: b3c17d95b5a10c6e64a21fa17573e70e
@@ -7830,6 +7949,10 @@ packages:
   purls: []
   size: 8252
   timestamp: 1726802366959
+- pypi: https://files.pythonhosted.org/packages/22/a6/858897256d0deac81a172289110f31629fc4cee19b6f01283303e18c8db3/ptyprocess-0.7.0-py2.py3-none-any.whl
+  name: ptyprocess
+  version: 0.7.0
+  sha256: 4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35
 - conda: https://conda.anaconda.org/conda-forge/noarch/ptyprocess-0.7.0-pyhd8ed1ab_1.conda
   sha256: a7713dfe30faf17508ec359e0bc7e0983f5d94682492469bd462cdaae9c64d83
   md5: 7d9daffbb8d8e0af0f769dbbcd173a54
@@ -7840,6 +7963,12 @@ packages:
   - pkg:pypi/ptyprocess?source=hash-mapping
   size: 19457
   timestamp: 1733302371990
+- pypi: https://files.pythonhosted.org/packages/8e/37/efad0257dc6e593a18957422533ff0f87ede7c9c6ea010a2177d738fb82f/pure_eval-0.2.3-py3-none-any.whl
+  name: pure-eval
+  version: 0.2.3
+  sha256: 1db8e35b67b3d218d818ae653e27f06c3aa420901fa7b081ca98cbedc874e0d0
+  requires_dist:
+  - pytest ; extra == 'tests'
 - conda: https://conda.anaconda.org/conda-forge/noarch/pure_eval-0.2.3-pyhd8ed1ab_1.conda
   sha256: 71bd24600d14bb171a6321d523486f6a06f855e75e547fa0cb2a0953b02047f0
   md5: 3bfdfb8dbcdc4af1ae3f9a8eb3948f04
@@ -8018,25 +8147,59 @@ packages:
   requires_dist:
   - typing-extensions>=4.14.1
   requires_python: '>=3.9'
-- conda: https://conda.anaconda.org/conda-forge/noarch/pydata-sphinx-theme-0.15.4-pyhd8ed1ab_0.conda
-  sha256: 5ec877142ded763061e114e787a4e201c2fb3f0b1db2f04ace610a1187bb34ae
-  md5: c7c50dd5192caa58a05e6a4248a27acb
-  depends:
-  - accessible-pygments
-  - babel
+- pypi: https://files.pythonhosted.org/packages/e7/d3/c622950d87a2ffd1654208733b5bd1c5645930014abed8f4c0d74863988b/pydata_sphinx_theme-0.15.4-py3-none-any.whl
+  name: pydata-sphinx-theme
+  version: 0.15.4
+  sha256: 2136ad0e9500d0949f96167e63f3e298620040aea8f9c74621959eda5d4cf8e6
+  requires_dist:
+  - sphinx>=5
   - beautifulsoup4
-  - docutils !=0.17.0
+  - docutils!=0.17.0
   - packaging
-  - pygments >=2.7
-  - python >=3.9
-  - sphinx >=5.0
-  - typing_extensions
-  license: BSD-3-Clause
-  license_family: BSD
-  purls:
-  - pkg:pypi/pydata-sphinx-theme?source=hash-mapping
-  size: 1393462
-  timestamp: 1719344980505
+  - babel
+  - pygments>=2.7
+  - accessible-pygments
+  - typing-extensions
+  - numpydoc ; extra == 'doc'
+  - linkify-it-py ; extra == 'doc'
+  - rich ; extra == 'doc'
+  - sphinxext-rediraffe ; extra == 'doc'
+  - sphinx-sitemap ; extra == 'doc'
+  - sphinx-autoapi>=3.0.0 ; extra == 'doc'
+  - myst-parser ; extra == 'doc'
+  - ablog>=0.11.8 ; extra == 'doc'
+  - jupyter-sphinx ; extra == 'doc'
+  - pandas ; extra == 'doc'
+  - plotly ; extra == 'doc'
+  - matplotlib ; extra == 'doc'
+  - numpy ; extra == 'doc'
+  - xarray ; extra == 'doc'
+  - sphinx-copybutton ; extra == 'doc'
+  - sphinx-design ; extra == 'doc'
+  - sphinx-togglebutton ; extra == 'doc'
+  - jupyterlite-sphinx ; extra == 'doc'
+  - sphinxcontrib-youtube>=1.4.1 ; extra == 'doc'
+  - sphinx-favicon>=1.0.1 ; extra == 'doc'
+  - ipykernel ; extra == 'doc'
+  - nbsphinx ; extra == 'doc'
+  - ipyleaflet ; extra == 'doc'
+  - colorama ; extra == 'doc'
+  - ipywidgets ; extra == 'doc'
+  - graphviz ; extra == 'doc'
+  - pytest ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  - pytest-regressions ; extra == 'test'
+  - sphinx[test] ; extra == 'test'
+  - pyyaml ; extra == 'dev'
+  - pre-commit ; extra == 'dev'
+  - pydata-sphinx-theme[doc,test] ; extra == 'dev'
+  - tox ; extra == 'dev'
+  - pandoc ; extra == 'dev'
+  - sphinx-theme-builder[cli] ; extra == 'dev'
+  - pytest-playwright ; extra == 'a11y'
+  - babel ; extra == 'i18n'
+  - jinja2 ; extra == 'i18n'
+  requires_python: '>=3.9'
 - conda: https://conda.anaconda.org/conda-forge/noarch/pygments-2.19.2-pyhd8ed1ab_0.conda
   sha256: 5577623b9f6685ece2697c6eb7511b4c9ac5fb607c9babc2646c811b428fd46a
   md5: 6b6ece66ebcae2d5f326c77ef2c5a066
@@ -8048,6 +8211,14 @@ packages:
   - pkg:pypi/pygments?source=hash-mapping
   size: 889287
   timestamp: 1750615908735
+- pypi: https://files.pythonhosted.org/packages/10/bd/c038d7cc38edc1aa5bf91ab8068b63d4308c66c4c8bb3cbba7dfbc049f9c/pyparsing-3.3.2-py3-none-any.whl
+  name: pyparsing
+  version: 3.3.2
+  sha256: 850ba148bd908d7e2411587e247a1e4f0327839c40e2e5e6d05a007ecc69911d
+  requires_dist:
+  - railroad-diagrams ; extra == 'diagrams'
+  - jinja2 ; extra == 'diagrams'
+  requires_python: '>=3.9'
 - conda: https://conda.anaconda.org/conda-forge/noarch/pyparsing-3.3.2-pyhcf101f3_0.conda
   sha256: 417fba4783e528ee732afa82999300859b065dc59927344b4859c64aae7182de
   md5: 3687cc0b82a8b4c17e1f0eb7e47163d5
@@ -8096,9 +8267,9 @@ packages:
   version: 0.23.3
   sha256: 4099393fc5097b5081c7efaf46b0109e4f0a8ed18f86d497219a8bf739c73992
   requires_python: '>=3.8'
-- conda: https://conda.anaconda.org/conda-forge/linux-64/pyside6-6.9.2-py312h9da60e5_2.conda
-  sha256: f0a12b1a77b993318120c2cec2ff395477d9fc949f0fe978ad5ac8c8f607fbe3
-  md5: 53f6b13482da41e9fe830c2602f7a25a
+- conda: https://conda.anaconda.org/conda-forge/linux-64/pyside6-6.9.2-py310h2007e60_2.conda
+  sha256: cf71f4e2889e243f41a7654298d45e96f5550576b9249965c7b8b0e9ef284ce0
+  md5: 6a67f07cbb3a16ffc4ba98fa14066c0e
   depends:
   - __glibc >=2.17,<3.0.a0
   - libclang13 >=21.1.2
@@ -8111,8 +8282,8 @@ packages:
   - libxml2
   - libxml2-16 >=2.14.6
   - libxslt >=1.1.43,<2.0a0
-  - python >=3.12,<3.13.0a0
-  - python_abi 3.12.* *_cp312
+  - python >=3.10,<3.11.0a0
+  - python_abi 3.10.* *_cp310
   - qt6-main 6.9.2.*
   - qt6-main >=6.9.2,<6.10.0a0
   license: LGPL-3.0-only
@@ -8120,20 +8291,8 @@ packages:
   purls:
   - pkg:pypi/pyside6?source=hash-mapping
   - pkg:pypi/shiboken6?source=hash-mapping
-  size: 10135193
-  timestamp: 1758935962640
-- conda: https://conda.anaconda.org/conda-forge/noarch/pysocks-1.7.1-pyha55dd90_7.conda
-  sha256: ba3b032fa52709ce0d9fd388f63d330a026754587a2f461117cac9ab73d8d0d8
-  md5: 461219d1a5bd61342293efa2c0c90eac
-  depends:
-  - __unix
-  - python >=3.9
-  license: BSD-3-Clause
-  license_family: BSD
-  purls:
-  - pkg:pypi/pysocks?source=hash-mapping
-  size: 21085
-  timestamp: 1733217331982
+  size: 10116487
+  timestamp: 1758935955533
 - conda: https://conda.anaconda.org/conda-forge/noarch/pytest-9.0.2-pyhcf101f3_0.conda
   sha256: 9e749fb465a8bedf0184d8b8996992a38de351f7c64e967031944978de03a520
   md5: 2b694bad8a50dc2f712f5368de866480
@@ -8281,10 +8440,10 @@ packages:
   purls: []
   size: 31457785
   timestamp: 1769472855343
-- conda: https://conda.anaconda.org/conda-forge/linux-64/python-3.13.11-hc97d973_101_cp313.conda
-  build_number: 101
-  sha256: c9625638f32f4ee27a506e8cefc56a78110c4c54867663f56d91dc721df9dc7f
-  md5: aa23b675b860f2566af2dfb3ffdf3b8c
+- conda: https://conda.anaconda.org/conda-forge/linux-64/python-3.13.12-hc97d973_100_cp313.conda
+  build_number: 100
+  sha256: 8a08fe5b7cb5a28aa44e2994d18dbf77f443956990753a4ca8173153ffb6eb56
+  md5: 4c875ed0e78c2d407ec55eadffb8cf3d
   depends:
   - __glibc >=2.17,<3.0.a0
   - bzip2 >=1.0.8,<2.0a0
@@ -8298,15 +8457,15 @@ packages:
   - libuuid >=2.41.3,<3.0a0
   - libzlib >=1.3.1,<2.0a0
   - ncurses >=6.5,<7.0a0
-  - openssl >=3.5.4,<4.0a0
+  - openssl >=3.5.5,<4.0a0
   - python_abi 3.13.* *_cp313
   - readline >=8.3,<9.0a0
   - tk >=8.6.13,<8.7.0a0
   - tzdata
   license: Python-2.0
   purls: []
-  size: 37170676
-  timestamp: 1769473304794
+  size: 37364553
+  timestamp: 1770272309861
   python_site_packages_path: lib/python3.13/site-packages
 - pypi: https://files.pythonhosted.org/packages/ec/57/56b9bcc3c9c6a792fcbaf139543cee77261f3651ca9da0c93f5c1221264b/python_dateutil-2.9.0.post0-py2.py3-none-any.whl
   name: python-dateutil
@@ -8328,28 +8487,6 @@ packages:
   - pkg:pypi/python-dateutil?source=hash-mapping
   size: 233310
   timestamp: 1751104122689
-- conda: https://conda.anaconda.org/conda-forge/noarch/python-fastjsonschema-2.21.2-pyhe01879c_0.conda
-  sha256: df9aa74e9e28e8d1309274648aac08ec447a92512c33f61a8de0afa9ce32ebe8
-  md5: 23029aae904a2ba587daba708208012f
-  depends:
-  - python >=3.9
-  - python
-  license: BSD-3-Clause
-  license_family: BSD
-  purls:
-  - pkg:pypi/fastjsonschema?source=hash-mapping
-  size: 244628
-  timestamp: 1755304154927
-- conda: https://conda.anaconda.org/conda-forge/noarch/python-gil-3.12.12-hd8ed1ab_2.conda
-  sha256: 3307c01627ae45524dfbdb149f7801818608c9c49d88ac89632dff32e149057f
-  md5: d41b6b394546ee6e1c423e28a581fc71
-  depends:
-  - cpython 3.12.12.*
-  - python_abi * *_cp312
-  license: Python-2.0
-  purls: []
-  size: 46618
-  timestamp: 1769471082980
 - conda: https://conda.anaconda.org/conda-forge/noarch/python-tzdata-2025.3-pyhd8ed1ab_0.conda
   sha256: 467134ef39f0af2dbb57d78cb3e4821f01003488d331a8dd7119334f4f47bfbd
   md5: 7ead57407430ba33f681738905278d03
@@ -8757,6 +8894,13 @@ packages:
   - pkg:pypi/pyyaml?source=compressed-mapping
   size: 201616
   timestamp: 1770223543730
+- pypi: https://files.pythonhosted.org/packages/f8/9b/c108cdb55560eaf253f0cbdb61b29971e9fb34d9c3499b0e96e4e60ed8a5/pyzmq-27.1.0-cp312-abi3-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl
+  name: pyzmq
+  version: 27.1.0
+  sha256: 43ad9a73e3da1fab5b0e7e13402f0b2fb934ae1c876c51d0afff0e7c052eca31
+  requires_dist:
+  - cffi ; implementation_name == 'pypy'
+  requires_python: '>=3.8'
 - conda: https://conda.anaconda.org/conda-forge/linux-64/pyzmq-27.1.0-py310h4f33d48_0.conda
   sha256: 0c059e38246a3e148a019e18148098a4016b04e63a716942279e92301d3d16ae
   md5: d175993378311ef7c74f17971a380655
@@ -8774,24 +8918,6 @@ packages:
   - pkg:pypi/pyzmq?source=hash-mapping
   size: 326821
   timestamp: 1757387023202
-- conda: https://conda.anaconda.org/conda-forge/linux-64/pyzmq-27.1.0-py312hfb55c3c_0.conda
-  noarch: python
-  sha256: a00a41b66c12d9c60e66b391e9a4832b7e28743348cf4b48b410b91927cd7819
-  md5: 3399d43f564c905250c1aea268ebb935
-  depends:
-  - python
-  - __glibc >=2.17,<3.0.a0
-  - libstdcxx >=14
-  - libgcc >=14
-  - _python_abi3_support 1.*
-  - cpython >=3.12
-  - zeromq >=4.3.5,<4.4.0a0
-  license: BSD-3-Clause
-  license_family: BSD
-  purls:
-  - pkg:pypi/pyzmq?source=hash-mapping
-  size: 212218
-  timestamp: 1757387023399
 - conda: https://conda.anaconda.org/conda-forge/linux-64/qhull-2020.2-h434a139_5.conda
   sha256: 776363493bad83308ba30bcb88c2552632581b143e8ee25b1982c8c743e73abc
   md5: 353823361b1d27eb3960efb076dfcaf6
@@ -8890,21 +9016,15 @@ packages:
   purls: []
   size: 345073
   timestamp: 1765813471974
-- conda: https://conda.anaconda.org/conda-forge/noarch/referencing-0.37.0-pyhcf101f3_0.conda
-  sha256: 0577eedfb347ff94d0f2fa6c052c502989b028216996b45c7f21236f25864414
-  md5: 870293df500ca7e18bedefa5838a22ab
-  depends:
-  - attrs >=22.2.0
-  - python >=3.10
-  - rpds-py >=0.7.0
-  - typing_extensions >=4.4.0
-  - python
-  license: MIT
-  license_family: MIT
-  purls:
-  - pkg:pypi/referencing?source=hash-mapping
-  size: 51788
-  timestamp: 1760379115194
+- pypi: https://files.pythonhosted.org/packages/2c/58/ca301544e1fa93ed4f80d724bf5b194f6e4b945841c5bfd555878eea9fcb/referencing-0.37.0-py3-none-any.whl
+  name: referencing
+  version: 0.37.0
+  sha256: 381329a9f99628c9069361716891d34ad94af76e461dcb0335825aecc7692231
+  requires_dist:
+  - attrs>=22.2.0
+  - rpds-py>=0.7.0
+  - typing-extensions>=4.4.0 ; python_full_version < '3.13'
+  requires_python: '>=3.10'
 - pypi: https://files.pythonhosted.org/packages/1e/db/4254e3eabe8020b458f1a747140d32277ec7a271daf1d235b70dc0b4e6e3/requests-2.32.5-py3-none-any.whl
   name: requests
   version: 2.32.5
@@ -8916,25 +9036,7 @@ packages:
   - certifi>=2017.4.17
   - pysocks>=1.5.6,!=1.5.7 ; extra == 'socks'
   - chardet>=3.0.2,<6 ; extra == 'use-chardet-on-py3'
-  requires_python: '>=3.9'
-- conda: https://conda.anaconda.org/conda-forge/noarch/requests-2.32.5-pyhcf101f3_1.conda
-  sha256: 7813c38b79ae549504b2c57b3f33394cea4f2ad083f0994d2045c2e24cb538c5
-  md5: c65df89a0b2e321045a9e01d1337b182
-  depends:
-  - python >=3.10
-  - certifi >=2017.4.17
-  - charset-normalizer >=2,<4
-  - idna >=2.5,<4
-  - urllib3 >=1.21.1,<3
-  - python
-  constrains:
-  - chardet >=3.0.2,<6
-  license: Apache-2.0
-  license_family: APACHE
-  purls:
-  - pkg:pypi/requests?source=compressed-mapping
-  size: 63602
-  timestamp: 1766926974520
+  requires_python: '>=3.9'
 - conda: https://conda.anaconda.org/conda-forge/noarch/rich-14.3.2-pyhcf101f3_0.conda
   sha256: ed17985cec5a0540002c6cabe67848f7cc17e5f4019c0e2a40534e9b7c0b38de
   md5: 33950a076fd589a7655c6888cc3d2b34
@@ -8958,32 +9060,16 @@ packages:
   - docutils
   - rich>=12.0.0
   - sphinx ; extra == 'docs'
-- conda: https://conda.anaconda.org/conda-forge/noarch/roman-numerals-4.1.0-pyhd8ed1ab_0.conda
-  sha256: 30f3c04fcfb64c44d821d392a4a0b8915650dbd900c8befc20ade8fde8ec6aa2
-  md5: 0dc48b4b570931adc8641e55c6c17fe4
-  depends:
-  - python >=3.10
-  license: 0BSD OR CC0-1.0
-  purls:
-  - pkg:pypi/roman-numerals?source=hash-mapping
-  size: 13814
-  timestamp: 1766003022813
-- conda: https://conda.anaconda.org/conda-forge/linux-64/rpds-py-0.30.0-py312h868fb18_0.conda
-  sha256: 62f46e85caaba30b459da7dfcf3e5488ca24fd11675c33ce4367163ab191a42c
-  md5: 3ffc5a3572db8751c2f15bacf6a0e937
-  depends:
-  - python
-  - __glibc >=2.17,<3.0.a0
-  - libgcc >=14
-  - python_abi 3.12.* *_cp312
-  constrains:
-  - __glibc >=2.17
-  license: MIT
-  license_family: MIT
-  purls:
-  - pkg:pypi/rpds-py?source=hash-mapping
-  size: 383750
-  timestamp: 1764543174231
+- pypi: https://files.pythonhosted.org/packages/04/54/6f679c435d28e0a568d8e8a7c0a93a09010818634c3c3907fc98d8983770/roman_numerals-4.1.0-py3-none-any.whl
+  name: roman-numerals
+  version: 4.1.0
+  sha256: 647ba99caddc2cc1e55a51e4360689115551bf4476d90e8162cf8c345fe233c7
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/60/1b/6f8f29f3f995c7ffdde46a626ddccd7c63aefc0efae881dc13b6e5d5bb16/rpds_py-0.30.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+  name: rpds-py
+  version: 0.30.0
+  sha256: 47f236970bccb2233267d89173d3ad2703cd36a0e2a6e92d0560d333871a3d23
+  requires_python: '>=3.10'
 - conda: https://conda.anaconda.org/conda-forge/linux-64/ruff-0.15.0-h40fa522_0.conda
   noarch: python
   sha256: fc456645570586c798d2da12fe723b38ea0d0901373fd9959cab914cbb19518b
@@ -9011,6 +9097,50 @@ packages:
   license: MIT
   size: 488688
   timestamp: 1765917481431
+- pypi: https://files.pythonhosted.org/packages/d1/fe/66d73b76d378ba8cc2fe605920c0c75092e3a65ae746e1e767d9d020a75a/scipy-1.17.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
+  name: scipy
+  version: 1.17.0
+  sha256: 9eeb9b5f5997f75507814ed9d298ab23f62cf79f5a3ef90031b1ee2506abdb5b
+  requires_dist:
+  - numpy>=1.26.4,<2.7
+  - pytest>=8.0.0 ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  - pytest-timeout ; extra == 'test'
+  - pytest-xdist ; extra == 'test'
+  - asv ; extra == 'test'
+  - mpmath ; extra == 'test'
+  - gmpy2 ; extra == 'test'
+  - threadpoolctl ; extra == 'test'
+  - scikit-umfpack ; extra == 'test'
+  - pooch ; extra == 'test'
+  - hypothesis>=6.30 ; extra == 'test'
+  - array-api-strict>=2.3.1 ; extra == 'test'
+  - cython ; extra == 'test'
+  - meson ; extra == 'test'
+  - ninja ; sys_platform != 'emscripten' and extra == 'test'
+  - sphinx>=5.0.0,<8.2.0 ; extra == 'doc'
+  - intersphinx-registry ; extra == 'doc'
+  - pydata-sphinx-theme>=0.15.2 ; extra == 'doc'
+  - sphinx-copybutton ; extra == 'doc'
+  - sphinx-design>=0.4.0 ; extra == 'doc'
+  - matplotlib>=3.5 ; extra == 'doc'
+  - numpydoc ; extra == 'doc'
+  - jupytext ; extra == 'doc'
+  - myst-nb>=1.2.0 ; extra == 'doc'
+  - pooch ; extra == 'doc'
+  - jupyterlite-sphinx>=0.19.1 ; extra == 'doc'
+  - jupyterlite-pyodide-kernel ; extra == 'doc'
+  - linkify-it-py ; extra == 'doc'
+  - tabulate ; extra == 'doc'
+  - click<8.3.0 ; extra == 'dev'
+  - spin ; extra == 'dev'
+  - mypy==1.10.0 ; extra == 'dev'
+  - typing-extensions ; extra == 'dev'
+  - types-psutil ; extra == 'dev'
+  - pycodestyle ; extra == 'dev'
+  - ruff>=0.12.0 ; extra == 'dev'
+  - cython-lint>=0.12.2 ; extra == 'dev'
+  requires_python: '>=3.11'
 - conda: https://conda.anaconda.org/conda-forge/linux-64/scipy-1.15.2-py310h1d65ade_0.conda
   sha256: 4cb98641f870666d365594013701d5691205a0fe81ac3ba7778a23b1cc2caa8e
   md5: 8c29cd33b64b2eb78597fa28b5595c8d
@@ -9034,29 +9164,34 @@ packages:
   - pkg:pypi/scipy?source=hash-mapping
   size: 16417101
   timestamp: 1739791865060
-- conda: https://conda.anaconda.org/conda-forge/linux-64/scipy-1.17.0-py312h54fa4ab_1.conda
-  sha256: 5b296faf6f5ff90d9ea3f6b16ff38fe2b8fe81c7c45b5e3a78b48887cca881d1
-  md5: 828eb07c4c87c38ed8c6560c25893280
-  depends:
-  - __glibc >=2.17,<3.0.a0
-  - libblas >=3.9.0,<4.0a0
-  - libcblas >=3.9.0,<4.0a0
-  - libgcc >=14
-  - libgfortran
-  - libgfortran5 >=14.3.0
-  - liblapack >=3.9.0,<4.0a0
-  - libstdcxx >=14
-  - numpy <2.7
-  - numpy >=1.23,<3
-  - numpy >=1.25.2
-  - python >=3.12,<3.13.0a0
-  - python_abi 3.12.* *_cp312
-  license: BSD-3-Clause
-  license_family: BSD
-  purls:
-  - pkg:pypi/scipy?source=compressed-mapping
-  size: 16903519
-  timestamp: 1768801007666
+- pypi: https://files.pythonhosted.org/packages/83/11/00d3c3dfc25ad54e731d91449895a79e4bf2384dc3ac01809010ba88f6d5/seaborn-0.13.2-py3-none-any.whl
+  name: seaborn
+  version: 0.13.2
+  sha256: 636f8336facf092165e27924f223d3c62ca560b1f2bb5dff7ab7fad265361987
+  requires_dist:
+  - numpy>=1.20,!=1.24.0
+  - pandas>=1.2
+  - matplotlib>=3.4,!=3.6.1
+  - pytest ; extra == 'dev'
+  - pytest-cov ; extra == 'dev'
+  - pytest-xdist ; extra == 'dev'
+  - flake8 ; extra == 'dev'
+  - mypy ; extra == 'dev'
+  - pandas-stubs ; extra == 'dev'
+  - pre-commit ; extra == 'dev'
+  - flit ; extra == 'dev'
+  - numpydoc ; extra == 'docs'
+  - nbconvert ; extra == 'docs'
+  - ipykernel ; extra == 'docs'
+  - sphinx<6.0.0 ; extra == 'docs'
+  - sphinx-copybutton ; extra == 'docs'
+  - sphinx-issues ; extra == 'docs'
+  - sphinx-design ; extra == 'docs'
+  - pyyaml ; extra == 'docs'
+  - pydata-sphinx-theme==0.10.0rc2 ; extra == 'docs'
+  - scipy>=1.7 ; extra == 'stats'
+  - statsmodels>=0.12 ; extra == 'stats'
+  requires_python: '>=3.8'
 - conda: https://conda.anaconda.org/conda-forge/noarch/seaborn-0.13.2-hd8ed1ab_3.conda
   noarch: python
   sha256: ea29a69b14dd6be5cdeeaa551bf50d78cafeaf0351e271e358f9b820fcab4cb0
@@ -9130,10 +9265,10 @@ packages:
   - setuptools>=70
   - awkward>=2.5.0
   requires_python: '>=3.9'
-- pypi: https://files.pythonhosted.org/packages/94/b8/f1f62a5e3c0ad2ff1d189590bfa4c46b4f3b6e49cef6f26c6ee4e575394d/setuptools-80.10.2-py3-none-any.whl
+- pypi: https://files.pythonhosted.org/packages/e1/c6/76dc613121b793286a3f91621d7b75a2b493e0390ddca50f11993eadf192/setuptools-82.0.0-py3-none-any.whl
   name: setuptools
-  version: 80.10.2
-  sha256: 95b30ddfb717250edb492926c92b5221f7ef3fbcc2b07579bcd4a27da21d0173
+  version: 82.0.0
+  sha256: 70b18734b607bd1da571d097d236cfcfacaf01de45717d59e6e04b96877532e0
   requires_dist:
   - pytest>=6,!=8.1.* ; extra == 'test'
   - virtualenv>=13.0.0 ; extra == 'test'
@@ -9179,25 +9314,25 @@ packages:
   - more-itertools ; extra == 'core'
   - pytest-checkdocs>=2.4 ; extra == 'check'
   - pytest-ruff>=0.2.1 ; sys_platform != 'cygwin' and extra == 'check'
-  - ruff>=0.8.0 ; sys_platform != 'cygwin' and extra == 'check'
+  - ruff>=0.13.0 ; sys_platform != 'cygwin' and extra == 'check'
   - pytest-cov ; extra == 'cover'
   - pytest-enabler>=2.2 ; extra == 'enabler'
   - pytest-mypy ; extra == 'type'
-  - mypy==1.14.* ; extra == 'type'
+  - mypy==1.18.* ; extra == 'type'
   - importlib-metadata>=7.0.2 ; python_full_version < '3.10' and extra == 'type'
   - jaraco-develop>=7.21 ; sys_platform != 'cygwin' and extra == 'type'
   requires_python: '>=3.9'
-- conda: https://conda.anaconda.org/conda-forge/noarch/setuptools-80.10.2-pyh332efcf_0.conda
-  sha256: f5fcb7854d2b7639a5b1aca41dd0f2d5a69a60bbc313e7f192e2dc385ca52f86
-  md5: 7b446fcbb6779ee479debb4fd7453e6c
+- conda: https://conda.anaconda.org/conda-forge/noarch/setuptools-82.0.0-pyh332efcf_0.conda
+  sha256: fd7201e38e38bf7f25818d624ca8da97b8998957ca9ae3fb7fdc9c17e6b25fcd
+  md5: 1d00d46c634177fc8ede8b99d6089239
   depends:
   - python >=3.10
   license: MIT
   license_family: MIT
   purls:
   - pkg:pypi/setuptools?source=compressed-mapping
-  size: 678888
-  timestamp: 1769601206751
+  size: 637506
+  timestamp: 1770634745653
 - conda: https://conda.anaconda.org/conda-forge/noarch/shellingham-1.5.4-pyhd8ed1ab_2.conda
   sha256: 1d6534df8e7924d9087bd388fbac5bd868c5bf8971c36885f9f016da0657d22b
   md5: 83ea3a2ddb7a75c1b09cea582aa4f106
@@ -9238,17 +9373,11 @@ packages:
   purls: []
   size: 1951720
   timestamp: 1756274576844
-- conda: https://conda.anaconda.org/conda-forge/noarch/snowballstemmer-3.0.1-pyhd8ed1ab_0.conda
-  sha256: 17007a4cfbc564dc3e7310dcbe4932c6ecb21593d4fec3c68610720f19e73fb2
-  md5: 755cf22df8693aa0d1aec1c123fa5863
-  depends:
-  - python >=3.9
-  license: BSD-3-Clause
-  license_family: BSD
-  purls:
-  - pkg:pypi/snowballstemmer?source=hash-mapping
-  size: 73009
-  timestamp: 1747749529809
+- pypi: https://files.pythonhosted.org/packages/c8/78/3565d011c61f5a43488987ee32b6f3f656e7f107ac2782dd57bdd7d91d9a/snowballstemmer-3.0.1-py3-none-any.whl
+  name: snowballstemmer
+  version: 3.0.1
+  sha256: 6cd7b3897da8d6c9ffb968a6781fa6532dce9c3618a4b127d920dab764a19064
+  requires_python: '!=3.0.*,!=3.1.*,!=3.2.*'
 - pypi: https://files.pythonhosted.org/packages/6b/a4/bd8ad7d1cf66268219f282d4268b6ba73f8ff51c5fba2c9663adab103615/sorted_nearest-0.0.41.tar.gz
   name: sorted-nearest
   version: 0.0.41
@@ -9264,160 +9393,179 @@ packages:
   name: sortedcontainers
   version: 2.4.0
   sha256: a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0
-- conda: https://conda.anaconda.org/conda-forge/noarch/soupsieve-2.8.3-pyhd8ed1ab_0.conda
-  sha256: 23b71ecf089967d2900126920e7f9ff18cdcef82dbff3e2f54ffa360243a17ac
-  md5: 18de09b20462742fe093ba39185d9bac
-  depends:
-  - python >=3.10
-  license: MIT
-  license_family: MIT
-  purls:
-  - pkg:pypi/soupsieve?source=hash-mapping
-  size: 38187
-  timestamp: 1769034509657
-- conda: https://conda.anaconda.org/conda-forge/noarch/sphinx-9.1.0-pyhd8ed1ab_0.conda
-  sha256: 035ca4b17afca3d53650380dd94c564555b7ec2b4f8818111f98c15c7a991b7b
-  md5: aabfbc2813712b71ba8beb217a978498
-  depends:
-  - alabaster >=0.7.14
-  - babel >=2.13
-  - colorama >=0.4.6
-  - docutils >=0.21,<0.23
-  - imagesize >=1.3
-  - jinja2 >=3.1
-  - packaging >=23.0
-  - pygments >=2.17
-  - python >=3.12
-  - requests >=2.30.0
-  - roman-numerals >=1.0.0
-  - snowballstemmer >=2.2
-  - sphinxcontrib-applehelp >=1.0.7
-  - sphinxcontrib-devhelp >=1.0.6
-  - sphinxcontrib-htmlhelp >=2.0.6
-  - sphinxcontrib-jsmath >=1.0.1
-  - sphinxcontrib-qthelp >=1.0.6
-  - sphinxcontrib-serializinghtml >=1.1.9
-  license: BSD-2-Clause
-  license_family: BSD
-  purls:
-  - pkg:pypi/sphinx?source=hash-mapping
-  size: 1584836
-  timestamp: 1767271941650
-- conda: https://conda.anaconda.org/conda-forge/noarch/sphinx-autobuild-2025.8.25-pyhcf101f3_0.conda
-  sha256: ad56a36c575f4ccec429e070dd36538cb6cb25f8d8b174a94bb9622858d9e4a4
-  md5: 26d9d9a48ff32bca94581d7c91684ab8
-  depends:
-  - colorama >=0.4.6
-  - python >=3.11
+- pypi: https://files.pythonhosted.org/packages/46/2c/1462b1d0a634697ae9e55b3cecdcb64788e8b7d63f54d923fcd0bb140aed/soupsieve-2.8.3-py3-none-any.whl
+  name: soupsieve
+  version: 2.8.3
+  sha256: ed64f2ba4eebeab06cc4962affce381647455978ffc1e36bb79a545b91f45a95
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/73/f7/b1884cb3188ab181fc81fa00c266699dab600f927a964df02ec3d5d1916a/sphinx-9.1.0-py3-none-any.whl
+  name: sphinx
+  version: 9.1.0
+  sha256: c84fdd4e782504495fe4f2c0b3413d6c2bf388589bb352d439b2a3bb99991978
+  requires_dist:
+  - sphinxcontrib-applehelp>=1.0.7
+  - sphinxcontrib-devhelp>=1.0.6
+  - sphinxcontrib-htmlhelp>=2.0.6
+  - sphinxcontrib-jsmath>=1.0.1
+  - sphinxcontrib-qthelp>=1.0.6
+  - sphinxcontrib-serializinghtml>=1.1.9
+  - jinja2>=3.1
+  - pygments>=2.17
+  - docutils>=0.21,<0.23
+  - snowballstemmer>=2.2
+  - babel>=2.13
+  - alabaster>=0.7.14
+  - imagesize>=1.3
+  - requests>=2.30.0
+  - roman-numerals>=1.0.0
+  - packaging>=23.0
+  - colorama>=0.4.6 ; sys_platform == 'win32'
+  requires_python: '>=3.12'
+- pypi: https://files.pythonhosted.org/packages/d7/20/56411b52f917696995f5ad27d2ea7e9492c84a043c5b49a3a3173573cd93/sphinx_autobuild-2025.8.25-py3-none-any.whl
+  name: sphinx-autobuild
+  version: 2025.8.25
+  sha256: b750ac7d5a18603e4665294323fd20f6dcc0a984117026d1986704fa68f0379a
+  requires_dist:
+  - colorama>=0.4.6
   - sphinx
-  - starlette >=0.35
-  - uvicorn >=0.25
-  - watchfiles >=0.20
-  - websockets >=11
-  - python
-  license: MIT
-  license_family: MIT
-  purls:
-  - pkg:pypi/sphinx-autobuild?source=hash-mapping
-  size: 19892
-  timestamp: 1762270046787
-- conda: https://conda.anaconda.org/conda-forge/noarch/sphinx-autodoc-typehints-3.6.2-pyhd8ed1ab_0.conda
-  sha256: 196aae321116b1ac3cd483abd3e50fcb020e08cd03953d5ca91b01d0764e39d8
-  md5: 0271e88cf2c295f92b7216ff9f147161
-  depends:
-  - python >=3.12
-  - sphinx >=9.1
-  license: MIT
-  license_family: MIT
-  purls:
-  - pkg:pypi/sphinx-autodoc-typehints?source=hash-mapping
-  size: 25167
-  timestamp: 1767466184020
-- conda: https://conda.anaconda.org/conda-forge/noarch/sphinx-book-theme-1.1.4-pyh29332c3_0.conda
-  sha256: 78581f1ba538186fc4129191a8db4ee7798382b6b4a1a0c55dedb437da1a9fd8
-  md5: f3d3f4e7e2c9198e88cd524633665081
-  depends:
-  - pydata-sphinx-theme ==0.15.4
-  - python >=3.9
-  - sphinx >=6.1
-  - python
-  license: BSD-3-Clause
-  license_family: BSD
-  purls:
-  - pkg:pypi/sphinx-book-theme?source=hash-mapping
-  size: 255445
-  timestamp: 1740145414720
-- conda: https://conda.anaconda.org/conda-forge/noarch/sphinxcontrib-applehelp-2.0.0-pyhd8ed1ab_1.conda
-  sha256: d7433a344a9ad32a680b881c81b0034bc61618d12c39dd6e3309abeffa9577ba
-  md5: 16e3f039c0aa6446513e94ab18a8784b
-  depends:
-  - python >=3.9
-  - sphinx >=5
-  license: BSD-2-Clause
-  license_family: BSD
-  purls:
-  - pkg:pypi/sphinxcontrib-applehelp?source=hash-mapping
-  size: 29752
-  timestamp: 1733754216334
-- conda: https://conda.anaconda.org/conda-forge/noarch/sphinxcontrib-devhelp-2.0.0-pyhd8ed1ab_1.conda
-  sha256: 55d5076005d20b84b20bee7844e686b7e60eb9f683af04492e598a622b12d53d
-  md5: 910f28a05c178feba832f842155cbfff
-  depends:
-  - python >=3.9
-  - sphinx >=5
-  license: BSD-2-Clause
-  license_family: BSD
-  purls:
-  - pkg:pypi/sphinxcontrib-devhelp?source=hash-mapping
-  size: 24536
-  timestamp: 1733754232002
-- conda: https://conda.anaconda.org/conda-forge/noarch/sphinxcontrib-htmlhelp-2.1.0-pyhd8ed1ab_1.conda
-  sha256: c1492c0262ccf16694bdcd3bb62aa4627878ea8782d5cd3876614ffeb62b3996
-  md5: e9fb3fe8a5b758b4aff187d434f94f03
-  depends:
-  - python >=3.9
-  - sphinx >=5
-  license: BSD-2-Clause
-  license_family: BSD
-  purls:
-  - pkg:pypi/sphinxcontrib-htmlhelp?source=hash-mapping
-  size: 32895
-  timestamp: 1733754385092
-- conda: https://conda.anaconda.org/conda-forge/noarch/sphinxcontrib-jsmath-1.0.1-pyhd8ed1ab_1.conda
-  sha256: 578bef5ec630e5b2b8810d898bbbf79b9ae66d49b7938bcc3efc364e679f2a62
-  md5: fa839b5ff59e192f411ccc7dae6588bb
-  depends:
-  - python >=3.9
-  license: BSD-2-Clause
-  license_family: BSD
-  purls:
-  - pkg:pypi/sphinxcontrib-jsmath?source=hash-mapping
-  size: 10462
-  timestamp: 1733753857224
-- conda: https://conda.anaconda.org/conda-forge/noarch/sphinxcontrib-qthelp-2.0.0-pyhd8ed1ab_1.conda
-  sha256: c664fefae4acdb5fae973bdde25836faf451f41d04342b64a358f9a7753c92ca
-  md5: 00534ebcc0375929b45c3039b5ba7636
-  depends:
-  - python >=3.9
-  - sphinx >=5
-  license: BSD-2-Clause
-  license_family: BSD
-  purls:
-  - pkg:pypi/sphinxcontrib-qthelp?source=hash-mapping
-  size: 26959
-  timestamp: 1733753505008
-- conda: https://conda.anaconda.org/conda-forge/noarch/sphinxcontrib-serializinghtml-1.1.10-pyhd8ed1ab_1.conda
-  sha256: 64d89ecc0264347486971a94487cb8d7c65bfc0176750cf7502b8a272f4ab557
-  md5: 3bc61f7161d28137797e038263c04c54
-  depends:
-  - python >=3.9
-  - sphinx >=5
-  license: BSD-2-Clause
-  license_family: BSD
-  purls:
-  - pkg:pypi/sphinxcontrib-serializinghtml?source=hash-mapping
-  size: 28669
-  timestamp: 1733750596111
+  - starlette>=0.35
+  - uvicorn>=0.25
+  - watchfiles>=0.20
+  - websockets>=11
+  - httpx ; extra == 'test'
+  - pytest>=6 ; extra == 'test'
+  requires_python: '>=3.11'
+- pypi: https://files.pythonhosted.org/packages/e5/6a/877e8a6ea52fc86d88ce110ebcfe4f8474ff590d8a8d322909673af3da7b/sphinx_autodoc_typehints-3.6.2-py3-none-any.whl
+  name: sphinx-autodoc-typehints
+  version: 3.6.2
+  sha256: 9e70bee1f487b087c83ba0f4949604a4630bee396e263a324aae1dc4268d2c0f
+  requires_dist:
+  - sphinx>=9.1
+  - furo>=2025.12.19 ; extra == 'docs'
+  - covdefaults>=2.3 ; extra == 'testing'
+  - coverage>=7.13.1 ; extra == 'testing'
+  - defusedxml>=0.7.1 ; extra == 'testing'
+  - diff-cover>=10.1 ; extra == 'testing'
+  - pytest-cov>=7 ; extra == 'testing'
+  - pytest>=9.0.2 ; extra == 'testing'
+  - sphobjinv>=2.3.1.3 ; extra == 'testing'
+  - typing-extensions>=4.15 ; extra == 'testing'
+  requires_python: '>=3.12'
+- pypi: https://files.pythonhosted.org/packages/51/9e/c41d68be04eef5b6202b468e0f90faf0c469f3a03353f2a218fd78279710/sphinx_book_theme-1.1.4-py3-none-any.whl
+  name: sphinx-book-theme
+  version: 1.1.4
+  sha256: 843b3f5c8684640f4a2d01abd298beb66452d1b2394cd9ef5be5ebd5640ea0e1
+  requires_dist:
+  - sphinx>=6.1
+  - pydata-sphinx-theme==0.15.4
+  - pre-commit ; extra == 'code-style'
+  - ablog ; extra == 'doc'
+  - ipywidgets ; extra == 'doc'
+  - folium ; extra == 'doc'
+  - numpy ; extra == 'doc'
+  - matplotlib ; extra == 'doc'
+  - numpydoc ; extra == 'doc'
+  - myst-nb ; extra == 'doc'
+  - nbclient ; extra == 'doc'
+  - pandas ; extra == 'doc'
+  - plotly ; extra == 'doc'
+  - sphinx-design ; extra == 'doc'
+  - sphinx-examples ; extra == 'doc'
+  - sphinx-copybutton ; extra == 'doc'
+  - sphinx-tabs ; extra == 'doc'
+  - sphinx-togglebutton ; extra == 'doc'
+  - sphinx-thebe ; extra == 'doc'
+  - sphinxcontrib-bibtex ; extra == 'doc'
+  - sphinxcontrib-youtube ; extra == 'doc'
+  - sphinxext-opengraph ; extra == 'doc'
+  - beautifulsoup4 ; extra == 'test'
+  - coverage ; extra == 'test'
+  - defusedxml ; extra == 'test'
+  - myst-nb ; extra == 'test'
+  - pytest ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  - pytest-regressions ; extra == 'test'
+  - sphinx-thebe ; extra == 'test'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/5d/85/9ebeae2f76e9e77b952f4b274c27238156eae7979c5421fba91a28f4970d/sphinxcontrib_applehelp-2.0.0-py3-none-any.whl
+  name: sphinxcontrib-applehelp
+  version: 2.0.0
+  sha256: 4cd3f0ec4ac5dd9c17ec65e9ab272c9b867ea77425228e68ecf08d6b28ddbdb5
+  requires_dist:
+  - ruff==0.5.5 ; extra == 'lint'
+  - mypy ; extra == 'lint'
+  - types-docutils ; extra == 'lint'
+  - sphinx>=5 ; extra == 'standalone'
+  - pytest ; extra == 'test'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/35/7a/987e583882f985fe4d7323774889ec58049171828b58c2217e7f79cdf44e/sphinxcontrib_devhelp-2.0.0-py3-none-any.whl
+  name: sphinxcontrib-devhelp
+  version: 2.0.0
+  sha256: aefb8b83854e4b0998877524d1029fd3e6879210422ee3780459e28a1f03a8a2
+  requires_dist:
+  - ruff==0.5.5 ; extra == 'lint'
+  - mypy ; extra == 'lint'
+  - types-docutils ; extra == 'lint'
+  - sphinx>=5 ; extra == 'standalone'
+  - pytest ; extra == 'test'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/0a/7b/18a8c0bcec9182c05a0b3ec2a776bba4ead82750a55ff798e8d406dae604/sphinxcontrib_htmlhelp-2.1.0-py3-none-any.whl
+  name: sphinxcontrib-htmlhelp
+  version: 2.1.0
+  sha256: 166759820b47002d22914d64a075ce08f4c46818e17cfc9470a9786b759b19f8
+  requires_dist:
+  - ruff==0.5.5 ; extra == 'lint'
+  - mypy ; extra == 'lint'
+  - types-docutils ; extra == 'lint'
+  - sphinx>=5 ; extra == 'standalone'
+  - pytest ; extra == 'test'
+  - html5lib ; extra == 'test'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/c2/42/4c8646762ee83602e3fb3fbe774c2fac12f317deb0b5dbeeedd2d3ba4b77/sphinxcontrib_jsmath-1.0.1-py2.py3-none-any.whl
+  name: sphinxcontrib-jsmath
+  version: 1.0.1
+  sha256: 2ec2eaebfb78f3f2078e73666b1415417a116cc848b72e5172e596c871103178
+  requires_dist:
+  - pytest ; extra == 'test'
+  - flake8 ; extra == 'test'
+  - mypy ; extra == 'test'
+  requires_python: '>=3.5'
+- pypi: https://files.pythonhosted.org/packages/27/83/859ecdd180cacc13b1f7e857abf8582a64552ea7a061057a6c716e790fce/sphinxcontrib_qthelp-2.0.0-py3-none-any.whl
+  name: sphinxcontrib-qthelp
+  version: 2.0.0
+  sha256: b18a828cdba941ccd6ee8445dbe72ffa3ef8cbe7505d8cd1fa0d42d3f2d5f3eb
+  requires_dist:
+  - ruff==0.5.5 ; extra == 'lint'
+  - mypy ; extra == 'lint'
+  - types-docutils ; extra == 'lint'
+  - sphinx>=5 ; extra == 'standalone'
+  - pytest ; extra == 'test'
+  - defusedxml>=0.7.1 ; extra == 'test'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/52/a7/d2782e4e3f77c8450f727ba74a8f12756d5ba823d81b941f1b04da9d033a/sphinxcontrib_serializinghtml-2.0.0-py3-none-any.whl
+  name: sphinxcontrib-serializinghtml
+  version: 2.0.0
+  sha256: 6e2cb0eef194e10c27ec0023bfeb25badbbb5868244cf5bc5bdc04e4464bf331
+  requires_dist:
+  - ruff==0.5.5 ; extra == 'lint'
+  - mypy ; extra == 'lint'
+  - types-docutils ; extra == 'lint'
+  - sphinx>=5 ; extra == 'standalone'
+  - pytest ; extra == 'test'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/f1/7b/ce1eafaf1a76852e2ec9b22edecf1daa58175c090266e9f6c64afcd81d91/stack_data-0.6.3-py3-none-any.whl
+  name: stack-data
+  version: 0.6.3
+  sha256: d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695
+  requires_dist:
+  - executing>=1.2.0
+  - asttokens>=2.1.0
+  - pure-eval
+  - pytest ; extra == 'tests'
+  - typeguard ; extra == 'tests'
+  - pygments ; extra == 'tests'
+  - littleutils ; extra == 'tests'
+  - cython ; extra == 'tests'
 - conda: https://conda.anaconda.org/conda-forge/noarch/stack_data-0.6.3-pyhd8ed1ab_1.conda
   sha256: 570da295d421661af487f1595045760526964f41471021056e993e73089e9c41
   md5: b1b505328da7a6b246787df4b5a49fbc
@@ -9432,20 +9580,19 @@ packages:
   - pkg:pypi/stack-data?source=hash-mapping
   size: 26988
   timestamp: 1733569565672
-- conda: https://conda.anaconda.org/conda-forge/noarch/starlette-0.52.1-pyhfdc7a7d_0.conda
-  sha256: ab0d09eaee2e35a969e7fca3b5b2fdba35c1f2abb8eb8c66245485155d41868e
-  md5: 7ee23ae71c6c1e2f2fe9ea7cf00f1a8e
-  depends:
-  - anyio >=3.6.2,<5
-  - python >=3.10
-  - typing_extensions >=4.10.0
-  - python
-  license: BSD-3-Clause
-  license_family: BSD
-  purls:
-  - pkg:pypi/starlette?source=compressed-mapping
-  size: 64896
-  timestamp: 1768919444896
+- pypi: https://files.pythonhosted.org/packages/81/0d/13d1d239a25cbfb19e740db83143e95c772a1fe10202dda4b76792b114dd/starlette-0.52.1-py3-none-any.whl
+  name: starlette
+  version: 0.52.1
+  sha256: 0029d43eb3d273bc4f83a08720b4912ea4b071087a3b48db01b7c839f7954d74
+  requires_dist:
+  - anyio>=3.6.2,<5
+  - typing-extensions>=4.10.0 ; python_full_version < '3.13'
+  - httpx>=0.27.0,<0.29.0 ; extra == 'full'
+  - itsdangerous ; extra == 'full'
+  - jinja2 ; extra == 'full'
+  - python-multipart>=0.0.18 ; extra == 'full'
+  - pyyaml ; extra == 'full'
+  requires_python: '>=3.10'
 - conda: https://conda.anaconda.org/conda-forge/linux-64/statsmodels-0.14.6-py310hf779ad0_0.conda
   sha256: 4b19821b85c0fee4c995c50277fdb6d61ce97d989abe455ac74bdc6c4f796a46
   md5: cf3a8f8254f0aecb41d09fb2e33763be
@@ -9466,26 +9613,6 @@ packages:
   - pkg:pypi/statsmodels?source=hash-mapping
   size: 10484663
   timestamp: 1764983289214
-- conda: https://conda.anaconda.org/conda-forge/linux-64/statsmodels-0.14.6-py312h4f23490_0.conda
-  sha256: 0c61eccf3f71b9812da8ced747b1f22bafd6f66f9a64abe06bbe147a03b7322e
-  md5: 423b8676bd6eed60e97097b33f13ea3f
-  depends:
-  - __glibc >=2.17,<3.0.a0
-  - libgcc >=14
-  - numpy <3,>=1.22.3
-  - numpy >=1.23,<3
-  - packaging >=21.3
-  - pandas !=2.1.0,>=1.4
-  - patsy >=0.5.6
-  - python >=3.12,<3.13.0a0
-  - python_abi 3.12.* *_cp312
-  - scipy !=1.9.2,>=1.8
-  license: BSD-3-Clause
-  license_family: BSD
-  purls:
-  - pkg:pypi/statsmodels?source=hash-mapping
-  size: 11903737
-  timestamp: 1764983555676
 - pypi: https://files.pythonhosted.org/packages/a2/09/77d55d46fd61b4a135c444fc97158ef34a095e5681d0a6c10b75bf356191/sympy-1.14.0-py3-none-any.whl
   name: sympy
   version: 1.14.0
@@ -9573,19 +9700,17 @@ packages:
   - pkg:pypi/textual?source=hash-mapping
   size: 527748
   timestamp: 1769850496934
-- conda: https://conda.anaconda.org/conda-forge/noarch/tinycss2-1.5.1-pyhcf101f3_0.conda
-  sha256: 7c803480dbfb8b536b9bf6287fa2aa0a4f970f8c09075694174eb4550a4524cd
-  md5: c0d0b883e97906f7524e2aac94be0e0d
-  depends:
-  - python >=3.10
-  - webencodings >=0.4
-  - python
-  license: BSD-3-Clause
-  license_family: BSD
-  purls:
-  - pkg:pypi/tinycss2?source=compressed-mapping
-  size: 30571
-  timestamp: 1764621508086
+- pypi: https://files.pythonhosted.org/packages/e6/34/ebdc18bae6aa14fbee1a08b63c015c72b64868ff7dae68808ab500c492e2/tinycss2-1.4.0-py3-none-any.whl
+  name: tinycss2
+  version: 1.4.0
+  sha256: 3a49cf47b7675da0b15d0c6e1df8df4ebd96e9394bb905a5775adb0d884c5289
+  requires_dist:
+  - webencodings>=0.4
+  - sphinx ; extra == 'doc'
+  - sphinx-rtd-theme ; extra == 'doc'
+  - pytest ; extra == 'test'
+  - ruff ; extra == 'test'
+  requires_python: '>=3.8'
 - conda: https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_h366c992_103.conda
   sha256: cafeec44494f842ffeca27e9c8b0c27ed714f93ac77ddadc6aaf726b5554ebac
   md5: cffd3bdd58090148f4cfcd831f4b26ab
@@ -9811,6 +9936,11 @@ packages:
   - pandas>1.4.0 ; extra == 'dev'
   - dython==0.7.9 ; extra == 'dev'
   requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/50/d4/e51d52047e7eb9a582da59f32125d17c0482d065afd5d3bc435ff2120dc5/tornado-6.5.4-cp39-abi3-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+  name: tornado
+  version: 6.5.4
+  sha256: e5fb5e04efa54cf0baabdd10061eb4148e0be137166146fff835745f59ab9f7f
+  requires_python: '>=3.9'
 - conda: https://conda.anaconda.org/conda-forge/linux-64/tornado-6.5.3-py310h7c4b9e2_0.conda
   sha256: c27c28d19f8ba8ef6efd35dc47951c985db8a828db38444e1fad3f93f8cedb8d
   md5: 30b9d5c1bc99ffbc45a63ab8d1725b93
@@ -9825,20 +9955,6 @@ packages:
   - pkg:pypi/tornado?source=hash-mapping
   size: 663313
   timestamp: 1765458854459
-- conda: https://conda.anaconda.org/conda-forge/linux-64/tornado-6.5.3-py312h4c3975b_0.conda
-  sha256: bed440cad040f0fe76266f9a527feecbaf00385b68a96532aa69614fe5153f8e
-  md5: e03a4bf52d2170d64c816b2a52972097
-  depends:
-  - __glibc >=2.17,<3.0.a0
-  - libgcc >=14
-  - python >=3.12,<3.13.0a0
-  - python_abi 3.12.* *_cp312
-  license: Apache-2.0
-  license_family: Apache
-  purls:
-  - pkg:pypi/tornado?source=compressed-mapping
-  size: 850918
-  timestamp: 1765458857375
 - pypi: https://files.pythonhosted.org/packages/16/e1/3079a9ff9b8e11b846c6ac5c8b5bfb7ff225eee721825310c91b3b50304f/tqdm-4.67.3-py3-none-any.whl
   name: tqdm
   version: 4.67.3
@@ -9856,6 +9972,21 @@ packages:
   - requests ; extra == 'telegram'
   - ipywidgets>=6 ; extra == 'notebook'
   requires_python: '>=3.7'
+- pypi: https://files.pythonhosted.org/packages/00/c0/8f5d070730d7836adc9c9b6408dec68c6ced86b304a9b26a14df072a6e8c/traitlets-5.14.3-py3-none-any.whl
+  name: traitlets
+  version: 5.14.3
+  sha256: b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f
+  requires_dist:
+  - myst-parser ; extra == 'docs'
+  - pydata-sphinx-theme ; extra == 'docs'
+  - sphinx ; extra == 'docs'
+  - argcomplete>=3.0.3 ; extra == 'test'
+  - mypy>=1.7.0 ; extra == 'test'
+  - pre-commit ; extra == 'test'
+  - pytest-mock ; extra == 'test'
+  - pytest-mypy-testing ; extra == 'test'
+  - pytest>=7.0,<8.2 ; extra == 'test'
+  requires_python: '>=3.8'
 - conda: https://conda.anaconda.org/conda-forge/noarch/traitlets-5.14.3-pyhd8ed1ab_1.conda
   sha256: f39a5620c6e8e9e98357507262a7869de2ae8cc07da8b7f84e517c9fd6c2b959
   md5: 019a7385be9af33791c989871317e1ed
@@ -10012,20 +10143,6 @@ packages:
   - pkg:pypi/unicodedata2?source=hash-mapping
   size: 409991
   timestamp: 1763054811367
-- conda: https://conda.anaconda.org/conda-forge/linux-64/unicodedata2-17.0.0-py312h4c3975b_1.conda
-  sha256: 3c812c634e78cec74e224cc6adf33aed533d9fe1ee1eff7f692e1f338efb8c5b
-  md5: a0b8efbe73c90f810a171a6c746be087
-  depends:
-  - __glibc >=2.17,<3.0.a0
-  - libgcc >=14
-  - python >=3.12,<3.13.0a0
-  - python_abi 3.12.* *_cp312
-  license: Apache-2.0
-  license_family: Apache
-  purls:
-  - pkg:pypi/unicodedata2?source=hash-mapping
-  size: 408399
-  timestamp: 1763054875733
 - pypi: https://files.pythonhosted.org/packages/39/08/aaaad47bc4e9dc8c725e68f9d04865dbcb2052843ff09c97b08904852d84/urllib3-2.6.3-py3-none-any.whl
   name: urllib3
   version: 2.6.3
@@ -10037,67 +10154,42 @@ packages:
   - pysocks>=1.5.6,!=1.5.7,<2.0 ; extra == 'socks'
   - backports-zstd>=1.0.0 ; python_full_version < '3.14' and extra == 'zstd'
   requires_python: '>=3.9'
-- conda: https://conda.anaconda.org/conda-forge/noarch/urllib3-2.6.3-pyhd8ed1ab_0.conda
-  sha256: af641ca7ab0c64525a96fd9ad3081b0f5bcf5d1cbb091afb3f6ed5a9eee6111a
-  md5: 9272daa869e03efe68833e3dc7a02130
-  depends:
-  - backports.zstd >=1.0.0
-  - brotli-python >=1.2.0
-  - h2 >=4,<5
-  - pysocks >=1.5.6,<2.0,!=1.5.7
-  - python >=3.10
-  license: MIT
-  license_family: MIT
-  purls:
-  - pkg:pypi/urllib3?source=hash-mapping
-  size: 103172
-  timestamp: 1767817860341
-- conda: https://conda.anaconda.org/conda-forge/linux-64/uv-0.9.30-h6dd6661_0.conda
-  sha256: 8ced98b57830e3aa39399839ed42d4f5b4e9e4caa373496de028ba084d51d8ae
-  md5: 492cc22df20eb2ca8cc240e65e477528
+- conda: https://conda.anaconda.org/conda-forge/linux-64/uv-0.10.0-h6dd6661_0.conda
+  sha256: ca5fba9d7750175edfd399572dc68cc0d8c422fc0966d3720e37e7748a3eb66a
+  md5: 9efcffdffce09926c0a01867cf2c71d2
   depends:
-  - libstdcxx >=14
   - libgcc >=14
   - __glibc >=2.17,<3.0.a0
+  - libstdcxx >=14
   constrains:
   - __glibc >=2.17
   license: Apache-2.0 OR MIT
   purls: []
-  size: 18049463
-  timestamp: 1770250612772
-- conda: https://conda.anaconda.org/conda-forge/noarch/uvicorn-0.40.0-pyhc90fa1f_0.conda
-  sha256: 9cb6777bc67d43184807f8c57bdf8c917830240dd95e66fa9dbb7d65fa81f68e
-  md5: eb8fdfa0a193cfe804970d1a5470246d
-  depends:
-  - __unix
-  - click >=7.0
-  - h11 >=0.8
-  - python >=3.10
-  - typing_extensions >=4.0
-  - python
-  license: BSD-3-Clause
-  license_family: BSD
-  purls:
-  - pkg:pypi/uvicorn?source=hash-mapping
-  size: 54972
-  timestamp: 1766332899903
-- conda: https://conda.anaconda.org/conda-forge/linux-64/watchfiles-1.1.1-py312h0ccc70a_0.conda
-  sha256: 5cc839dafe34e5f7b612e1d4d97bb11546eae8b1842e5b7870b3c6adbe9097e8
-  md5: d8ecac58c1cb180296a1dd7de058dbc5
-  depends:
-  - __glibc >=2.17,<3.0.a0
-  - anyio >=3.0.0
-  - libgcc >=14
-  - python >=3.12,<3.13.0a0
-  - python_abi 3.12.* *_cp312
-  constrains:
-  - __glibc >=2.17
-  license: MIT
-  license_family: MIT
-  purls:
-  - pkg:pypi/watchfiles?source=hash-mapping
-  size: 419919
-  timestamp: 1760456820374
+  size: 18089194
+  timestamp: 1770337421649
+- pypi: https://files.pythonhosted.org/packages/3d/d8/2083a1daa7439a66f3a48589a57d576aa117726762618f6bb09fe3798796/uvicorn-0.40.0-py3-none-any.whl
+  name: uvicorn
+  version: 0.40.0
+  sha256: c6c8f55bc8bf13eb6fa9ff87ad62308bbbc33d0b67f84293151efe87e0d5f2ee
+  requires_dist:
+  - click>=7.0
+  - h11>=0.8
+  - typing-extensions>=4.0 ; python_full_version < '3.11'
+  - colorama>=0.4 ; sys_platform == 'win32' and extra == 'standard'
+  - httptools>=0.6.3 ; extra == 'standard'
+  - python-dotenv>=0.13 ; extra == 'standard'
+  - pyyaml>=5.1 ; extra == 'standard'
+  - uvloop>=0.15.1 ; platform_python_implementation != 'PyPy' and sys_platform != 'cygwin' and sys_platform != 'win32' and extra == 'standard'
+  - watchfiles>=0.13 ; extra == 'standard'
+  - websockets>=10.4 ; extra == 'standard'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/cf/68/5707da262a119fb06fbe214d82dd1fe4a6f4af32d2d14de368d0349eb52a/watchfiles-1.1.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+  name: watchfiles
+  version: 1.1.1
+  sha256: 1db5d7ae38ff20153d542460752ff397fcf5c96090c1230803713cf3147a6803
+  requires_dist:
+  - anyio>=3.0.0
+  requires_python: '>=3.9'
 - conda: https://conda.anaconda.org/conda-forge/linux-64/wayland-1.24.0-hd6090a7_1.conda
   sha256: 3aa04ae8e9521d9b56b562376d944c3e52b69f9d2a0667f77b8953464822e125
   md5: 035da2e4f5770f036ff704fa17aace24
@@ -10112,42 +10204,30 @@ packages:
   purls: []
   size: 329779
   timestamp: 1761174273487
-- conda: https://conda.anaconda.org/conda-forge/noarch/wcwidth-0.5.3-pyhd8ed1ab_0.conda
-  sha256: 2395599ec9e37e6f21838bb26e7f2336fa03a4b1460ba10897ec856b21ac7d59
-  md5: 36432484e9ce3b073a51bf138767a593
+- conda: https://conda.anaconda.org/conda-forge/noarch/wcwidth-0.6.0-pyhd8ed1ab_0.conda
+  sha256: e298b508b2473c4227206800dfb14c39e4b14fd79d4636132e9e1e4244cdf4aa
+  md5: c3197f8c0d5b955c904616b716aca093
   depends:
   - python >=3.10
   license: MIT
-  license_family: MIT
   purls:
   - pkg:pypi/wcwidth?source=compressed-mapping
-  size: 70539
-  timestamp: 1769858722627
-- conda: https://conda.anaconda.org/conda-forge/noarch/webencodings-0.5.1-pyhd8ed1ab_3.conda
-  sha256: 19ff205e138bb056a46f9e3839935a2e60bd1cf01c8241a5e172a422fed4f9c6
-  md5: 2841eb5bfc75ce15e9a0054b98dcd64d
-  depends:
-  - python >=3.9
-  license: BSD-3-Clause
-  license_family: BSD
-  purls:
-  - pkg:pypi/webencodings?source=hash-mapping
-  size: 15496
-  timestamp: 1733236131358
-- conda: https://conda.anaconda.org/conda-forge/linux-64/websockets-16.0-py312h5253ce2_1.conda
-  sha256: dd598cab9175a9ab11c8a1798c49ccabe923263d12aababa84a296cb18206464
-  md5: e35ffb48178b20ee1a43fbe7abc93746
-  depends:
-  - python
-  - __glibc >=2.17,<3.0.a0
-  - libgcc >=14
-  - python_abi 3.12.* *_cp312
-  license: BSD-3-Clause
-  license_family: BSD
-  purls:
-  - pkg:pypi/websockets?source=hash-mapping
-  size: 358659
-  timestamp: 1768087389177
+  size: 71550
+  timestamp: 1770634638503
+- pypi: https://files.pythonhosted.org/packages/f4/24/2a3e3df732393fed8b3ebf2ec078f05546de641fe1b667ee316ec1dcf3b7/webencodings-0.5.1-py2.py3-none-any.whl
+  name: webencodings
+  version: 0.5.1
+  sha256: a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78
+- pypi: https://files.pythonhosted.org/packages/18/29/71729b4671f21e1eaa5d6573031ab810ad2936c8175f03f97f3ff164c802/websockets-16.0-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
+  name: websockets
+  version: '16.0'
+  sha256: 9b5aca38b67492ef518a8ab76851862488a478602229112c4b0d58d63a7a4d5c
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/3f/0e/fa3b193432cfc60c93b42f3be03365f5f909d2b3ea410295cf36df739e31/widgetsnbextension-4.0.15-py3-none-any.whl
+  name: widgetsnbextension
+  version: 4.0.15
+  sha256: 8156704e4346a571d9ce73b84bee86a29906c9abfd7223b7228a28899ccf3366
+  requires_python: '>=3.7'
 - conda: https://conda.anaconda.org/conda-forge/noarch/widgetsnbextension-4.0.15-pyhd8ed1ab_0.conda
   sha256: 826af5e2c09e5e45361fa19168f46ff524e7a766022615678c3a670c45895d9a
   md5: dc257b7e7cad9b79c1dfba194e92297b
@@ -10559,18 +10639,30 @@ packages:
   purls: []
   size: 310648
   timestamp: 1757370847287
-- conda: https://conda.anaconda.org/conda-forge/noarch/zipp-3.23.0-pyhcf101f3_1.conda
-  sha256: b4533f7d9efc976511a73ef7d4a2473406d7f4c750884be8e8620b0ce70f4dae
-  md5: 30cd29cb87d819caead4d55184c1d115
-  depends:
-  - python >=3.10
-  - python
-  license: MIT
-  license_family: MIT
-  purls:
-  - pkg:pypi/zipp?source=hash-mapping
-  size: 24194
-  timestamp: 1764460141901
+- pypi: https://files.pythonhosted.org/packages/2e/54/647ade08bf0db230bfea292f893923872fd20be6ac6f53b2b936ba839d75/zipp-3.23.0-py3-none-any.whl
+  name: zipp
+  version: 3.23.0
+  sha256: 071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e
+  requires_dist:
+  - pytest>=6,!=8.1.* ; extra == 'test'
+  - jaraco-itertools ; extra == 'test'
+  - jaraco-functools ; extra == 'test'
+  - more-itertools ; extra == 'test'
+  - big-o ; extra == 'test'
+  - pytest-ignore-flaky ; extra == 'test'
+  - jaraco-test ; extra == 'test'
+  - sphinx>=3.5 ; extra == 'doc'
+  - jaraco-packaging>=9.3 ; extra == 'doc'
+  - rst-linker>=1.9 ; extra == 'doc'
+  - furo ; extra == 'doc'
+  - sphinx-lint ; extra == 'doc'
+  - jaraco-tidelift>=1.4 ; extra == 'doc'
+  - pytest-checkdocs>=2.4 ; extra == 'check'
+  - pytest-ruff>=0.2.1 ; sys_platform != 'cygwin' and extra == 'check'
+  - pytest-cov ; extra == 'cover'
+  - pytest-enabler>=2.2 ; extra == 'enabler'
+  - pytest-mypy ; extra == 'type'
+  requires_python: '>=3.9'
 - pypi: https://files.pythonhosted.org/packages/53/60/7be26e610767316c028a2cbedb9a3beabdbe33e2182c373f71a1c0b88f36/zstandard-0.25.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
   name: zstandard
   version: 0.25.0
diff --git a/pixi.toml b/pixi.toml
index f5183992..85c2b25d 100644
--- a/pixi.toml
+++ b/pixi.toml
@@ -13,7 +13,7 @@ py311 = { features = ["pytorch-cpu", "py311"] }
 py312 = { features = ["pytorch-cpu", "py312"] }
 py313 = { features = ["pytorch-cpu", "py313"] }
 no-torch = { features = ["py310"] }
-demo = { features = ["demo", "py310"] }
+notebook = { features = ["notebook", "py310"] }
 
 [dependencies]
 uv = "*"
@@ -34,11 +34,14 @@ memray = "*"
 py-spy = "*"
 icecream = "*"
 patchelf = "*"
+# numpy and numba must come from same source (conda or pypi, not both)
+numpy = "*"
+numba = "*"
 
 [pypi-dependencies]
 genvarloader = { path = ".", editable = true }
 
-[feature.docs.dependencies]
+[feature.docs.pypi-dependencies]
 sphinx = ">=7.4.7"
 myst-parser = "*"
 nbsphinx = "*"
@@ -62,11 +65,10 @@ basenji2-pytorch = ">=0.1.2"
 
 [feature.py310.dependencies]
 python = "3.10.*"
-numpy = "<2"
+numpy = "1.26.*"
+numba = "==0.59.1"
 
 [feature.py310.pypi-dependencies]
-numpy = "==1.26.*"
-numba = "==0.59.1"
 pyarrow = ">=21"
 hirola = "==0.3"
 seqpro = "==0.9.0"
@@ -100,10 +102,6 @@ python = "3.12.*"
 
 [feature.py313.dependencies]
 python = "3.13.*"
-numpy = "<2.3"
-
-[feature.py313.pypi-dependencies]
-numba = "==0.61.2"
 
 [tasks]
 prek-install = "prek install --hook-type commit-msg --hook-type pre-push"
@@ -111,14 +109,20 @@ gen = { cmd = "python tests/data/generate_ground_truth.py" }
 test = { cmd = "pytest tests && cargo test --release", depends-on = ["gen"] }
 
 [feature.docs.tasks]
+install-e = "uv pip install -e /cellar/users/dlaub/projects/ML4GLand/SeqPro -e /cellar/users/dlaub/projects/genoray -e ."
 i-kernel = "ipython kernel install --user --name 'gvl-docs' --display-name 'GVL Docs'"
 i-kernel-gpu = "ipython kernel install --user --name 'gvl-docs-gpu' --display-name 'GVL Docs GPU'"
 doc = "cd docs && make clean && make html"
 
-[feature.demo.dependencies]
+[feature.notebook.dependencies]
+matplotlib = "*"
 seaborn = "*"
 xarray = "*"
 ipykernel = "*"
+ipywidgets = "*"
+
+[feature.notebook.pypi-dependencies]
+fast_histogram = "*"
 
-[feature.demo.tasks]
-i-kernel = "ipython kernel install --user --name 'gvl-demo' --display-name 'GVL Demo'"
+[feature.notebook.tasks]
+i-kernel = "ipython kernel install --user --name gvl"
diff --git a/pyproject.toml b/pyproject.toml
index c90d6af5..e61ae8bc 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -10,6 +10,7 @@ readme = "README.md"
 license = { file = "LICENSE.txt" }
 requires-python = ">=3.10,<3.14" # >= 3.14 blocked by pyarrow/genoray
 dependencies = [
+    "numpy",
     "numba>=0.59.1",
     "loguru",
     "attrs",
@@ -67,6 +68,7 @@ reportUninitializedInstanceVariable = false
 [tool.maturin]
 python-source = "python"
 features = ["pyo3/extension-module"]
+# compatibility = "manylinux_2_28"
 
 [tool.pytest.ini_options]
 filterwarnings = [
@@ -84,6 +86,10 @@ legacy_tag_formats = ['v$version']
 version_scheme = "semver2"
 version_provider = "pep621"
 update_changelog_on_bump = true
+changelog_file = 'docs/source/changelog.md'
+changlog_incremental = true
+changelog_start_rev = "v0.9.1"
+template = "docs/source/changelog.md.j2"
 major_version_zero = true
 allowed_prefixes = [
     "Merge",
diff --git a/python/genvarloader/_dataset/_genotypes.py b/python/genvarloader/_dataset/_genotypes.py
index 07dad818..e99ed1ad 100644
--- a/python/genvarloader/_dataset/_genotypes.py
+++ b/python/genvarloader/_dataset/_genotypes.py
@@ -1,6 +1,7 @@
 import numba as nb
 import numpy as np
 from numpy.typing import NDArray
+from seqpro.rag import OFFSET_TYPE
 
 from .._utils import lengths_to_offsets
 
@@ -119,9 +120,9 @@ def reconstruct_haplotypes_from_sparse(
     ref_offsets: NDArray[np.integer],
     pad_char: int,
     keep: NDArray[np.bool_] | None = None,
-    keep_offsets: NDArray[np.int64] | None = None,
-    annot_v_idxs: NDArray[np.int32] | None = None,
-    annot_ref_pos: NDArray[np.int32] | None = None,
+    keep_offsets: NDArray[np.integer] | None = None,
+    annot_v_idxs: NDArray[np.integer] | None = None,
+    annot_ref_pos: NDArray[np.integer] | None = None,
 ):
     """Reconstruct haplotypes from reference sequence and variants.
 
@@ -405,6 +406,106 @@ def reconstruct_haplotype_from_sparse(
                 annot_ref_pos[out_end_idx:] = np.iinfo(np.int32).max
 
 
+@nb.njit(parallel=True, nogil=True, cache=True)
+def choose_exonic_variants(
+    starts: NDArray[np.integer],
+    ends: NDArray[np.integer],
+    geno_offset_idxs: NDArray[np.integer],
+    geno_v_idxs: NDArray[np.integer],
+    geno_offsets: NDArray[np.integer],
+    v_starts: NDArray[np.integer],
+    ilens: NDArray[np.integer],
+) -> tuple[NDArray[np.bool_], NDArray[OFFSET_TYPE]]:
+    """Mark variants to keep for each haplotype.
+
+    Parameters
+    ----------
+    starts : NDArray[np.int32]
+        Shape = (n_regions) Start positions for each region.
+    ends : NDArray[np.int32]
+        Shape = (n_regions) Ends for each region.
+    geno_offset_idxs : NDArray[np.intp]
+        Shape = (n_regions, ploidy) Indices for each region into offsets.
+    offsets : NDArray[np.int64]
+        Shape = (total_variants + 1) Offsets into sparse genotypes.
+    sparse_genos : NDArray[np.int32]
+        Shape = (total_variants) Sparse genotypes i.e. variant indices for ALT genotypes.
+    positions : NDArray[np.int32]
+        Shape = (total_variants) Positions of variants.
+    sizes : NDArray[np.int32]
+        Shape = (total_variants) Sizes of variants.
+    deterministic : bool
+        Whether to deterministically assign variants to groups
+    """
+    n_regions, ploidy = geno_offset_idxs.shape
+
+    lengths = np.empty((n_regions, ploidy), np.int64)
+    for query in nb.prange(n_regions):
+        for hap in range(ploidy):
+            o_idx = geno_offset_idxs[query, hap]
+            if geno_offsets.ndim == 1:
+                o_s, o_e = geno_offsets[o_idx], geno_offsets[o_idx + 1]
+            else:
+                o_s, o_e = geno_offsets[o_idx]
+            lengths[query, hap] = o_e - o_s
+    keep_offsets = np.empty(n_regions * ploidy + 1, OFFSET_TYPE)
+    keep_offsets[0] = 0
+    keep_offsets[1:] = lengths.cumsum()
+
+    n_variants = keep_offsets[-1]
+    keep = np.empty(n_variants, np.bool_)
+
+    for query in nb.prange(n_regions):
+        ref_start: int = starts[query]
+        ref_end: int = ends[query]
+        for hap in nb.prange(ploidy):
+            o_idx = geno_offset_idxs[query, hap]
+            o_s, o_e = geno_offsets[o_idx], geno_offsets[o_idx + 1]
+            qh_genos = geno_v_idxs[o_s:o_e]
+
+            k_idx = query * ploidy + hap
+            k_s, k_e = keep_offsets[k_idx], keep_offsets[k_idx + 1]
+            qh_keep = keep[k_s:k_e]
+
+            _choose_exonic_variants(
+                query_start=ref_start,
+                query_end=ref_end,
+                variant_idxs=qh_genos,
+                positions=v_starts,
+                sizes=ilens,
+                keep=qh_keep,
+            )
+
+    return keep, keep_offsets
+
+
+@nb.njit(nogil=True, cache=True)
+def _choose_exonic_variants(
+    query_start: int,
+    query_end: int,
+    variant_idxs: NDArray[np.integer],  # (v)
+    positions: NDArray[np.integer],  # (total variants)
+    sizes: NDArray[np.integer],  # (total variants)
+    keep: NDArray[np.bool_],  # (v)
+):
+    """Create a mask for variants that are fully contained within the query interval, which is
+    assumed to correspond to the exon boundaries."""
+    # no variants
+    if len(variant_idxs) == 0:
+        return
+
+    for v in range(len(variant_idxs)):
+        v_idx: int = variant_idxs[v]
+        v_pos = positions[v_idx]
+        # +1 for atomized
+        v_ref_end = v_pos - min(0, sizes[v_idx]) + 1
+
+        if v_pos >= query_start and v_ref_end <= query_end:
+            keep[v] = True
+        else:
+            keep[v] = False
+
+
 @nb.njit(parallel=True, nogil=True, cache=True)
 def filter_af(
     geno_offset_idxs: NDArray[np.integer],
@@ -413,18 +514,18 @@ def filter_af(
     afs: NDArray[np.number],
     min_af: float | None,
     max_af: float | None,
-) -> tuple[NDArray[np.bool_], NDArray[np.int64]]:
+) -> tuple[NDArray[np.bool_], NDArray[OFFSET_TYPE]]:
     """Filter variants based on allele frequency, marking them to keep or not."""
 
     batch_size, ploidy = geno_offset_idxs.shape
 
     if geno_offsets.ndim == 1:
-        keep_offsets = geno_offsets
+        keep_offsets = geno_offsets.astype(OFFSET_TYPE)
         n_variants = geno_offsets[-1]
     else:
         # (2, n_slices)
         n_vars_per_slice = geno_offsets[1] - geno_offsets[0]
-        keep_offsets = lengths_to_offsets(n_vars_per_slice)
+        keep_offsets = lengths_to_offsets(n_vars_per_slice, OFFSET_TYPE)
         n_variants = n_vars_per_slice.sum()
 
     keep = np.full(n_variants, True, np.bool_)
diff --git a/python/genvarloader/_dataset/_impl.py b/python/genvarloader/_dataset/_impl.py
index 95b55941..39ffa744 100644
--- a/python/genvarloader/_dataset/_impl.py
+++ b/python/genvarloader/_dataset/_impl.py
@@ -9,10 +9,12 @@
 import polars as pl
 import seqpro as sp
 from attrs import define, evolve, field
+from awkward.contents import ListOffsetArray
+from awkward.index import Index64
 from genoray._utils import ContigNormalizer
 from loguru import logger
 from numpy.typing import NDArray
-from seqpro.rag import DTYPE, Ragged
+from seqpro.rag import DTYPE, Ragged, is_rag_dtype
 from typing_extensions import NoReturn, Self, assert_never
 
 from .._ragged import (
@@ -21,14 +23,16 @@
     RaggedIntervals,
     RaggedSeqs,
     RaggedTracks,
-    is_rag_dtype,
     reverse_complement,
     to_padded,
 )
 from .._torch import TORCH_AVAILABLE, TorchDataset, get_dataloader
 from .._types import AnnotatedHaps, Idx, StrIdx
-from .._utils import lengths_to_offsets, normalize_contig_name
-from ._indexing import DatasetIndexer, is_str_arr
+from .._utils import (
+    lengths_to_offsets,
+    normalize_contig_name,
+)
+from ._indexing import DatasetIndexer, SpliceIndexer, is_str_arr
 from ._rag_variants import RaggedVariants
 from ._reconstruct import Haps, HapsTracks, Ref, RefTracks, Tracks, TrackType
 from ._reference import Reference
@@ -82,8 +86,8 @@ class Dataset:
     - :meth:`Dataset.with_len() <Dataset.with_len()>`
     """
 
-    @overload
     @staticmethod
+    @overload
     def open(
         path: str | Path,
         reference: None = ...,
@@ -94,9 +98,11 @@ def open(
         min_af: float | None = None,
         max_af: float | None = None,
         region_names: str | None = None,
+        splice_info: str | tuple[str, str] | None = None,
+        var_filter: Literal["exonic"] | None = None,
     ) -> RaggedDataset[MaybeRSEQ, MaybeRTRK]: ...
-    @overload
     @staticmethod
+    @overload
     def open(
         path: str | Path,
         reference: str | Path | Reference,
@@ -107,6 +113,8 @@ def open(
         min_af: float | None = None,
         max_af: float | None = None,
         region_names: str | None = None,
+        splice_info: str | tuple[str, str] | None = None,
+        var_filter: Literal["exonic"] | None = None,
     ) -> RaggedDataset[RaggedSeqs, MaybeRTRK]: ...
     @staticmethod
     def open(
@@ -119,6 +127,8 @@ def open(
         min_af: float | None = None,
         max_af: float | None = None,
         region_names: str | None = None,
+        splice_info: str | tuple[str, str] | None = None,
+        var_filter: Literal["exonic"] | None = None,
     ) -> RaggedDataset[MaybeRSEQ, MaybeRTRK]:
         """Open a dataset from a path. If no reference genome is provided, the dataset cannot yield sequences.
         Will initialize the dataset such that it will return tracks and haplotypes (reference sequences if no genotypes) if possible.
@@ -143,6 +153,14 @@ def open(
             The minimum allele frequency to include in the dataset. If dataset is not backed by SVAR genotypes, this will raise an error.
         max_af
             The maximum allele frequency to include in the dataset. If dataset is not backed by SVAR genotypes, this will raise an error.
+        splice_info
+            A string or tuple of strings representing the splice information to use.
+            If a string, it will be used as the transcript ID and the exons are expected to be in order.
+            If a tuple of strings, the first string will be used as the transcript ID and the second string will be used as the exon number.
+            If a dictionary, the keys will be used as the transcript ID and the values should be the row number for each exon, in order.
+            If False, splicing will be disabled.
+        var_filter
+            Whether to filter variants. If set to :code:`"exonic"`, only exonic variants will be applied.
         """
         path = Path(path)
         if not path.exists():
@@ -188,7 +206,7 @@ def open(
         if has_genotypes:
             assert ploidy is not None
             seqs = Haps.from_path(
-                path,
+                path=path,
                 reference=reference,
                 regions=regions,
                 samples=samples,
@@ -196,6 +214,7 @@ def open(
                 version=metadata.version,
                 min_af=min_af,
                 max_af=max_af,
+                filter=var_filter,
             )
             if reference is None:
                 logger.warning(
@@ -230,6 +249,12 @@ def open(
                 assert_never(seqs)
                 assert_never(tracks)
 
+        if splice_info is not None:
+            splice_idxer, spliced_bed = _parse_splice_info(splice_info, bed, idxer)
+        else:
+            splice_idxer = None
+            spliced_bed = None
+
         if seqs is not None and reference is not None:
             cnorm = ContigNormalizer(reference.contigs)
             contig_lengths = dict(zip(reference.contigs, np.diff(reference.offsets)))
@@ -264,7 +289,9 @@ def open(
             rc_neg=rc_neg,
             deterministic=deterministic,
             _idxer=idxer,
+            _sp_idxer=splice_idxer,
             _full_bed=bed,
+            _spliced_bed=spliced_bed,
             _full_regions=regions,
             _seqs=seqs,
             _tracks=tracks,
@@ -285,6 +312,8 @@ def with_settings(
         min_af: float | Literal[False] | None = None,
         max_af: float | Literal[False] | None = None,
         var_fields: list[str] | None = None,
+        splice_info: str | tuple[str, str] | Literal[False] | None = None,
+        var_filter: Literal[False, "exonic"] | None = None,
     ) -> Self:
         """Modify settings of the dataset, returning a new dataset without modifying the old one.
 
@@ -309,17 +338,18 @@ def with_settings(
             If dataset is not backed by SVAR genotypes, this will raise an error.
         var_fields
             The variant fields to include in the dataset.
+        splice_info
+            A string or tuple of strings representing the splice information to use.
+            If a string, it will be used as the transcript ID and the exons are expected to be in order.
+            If a tuple of strings, the first string will be used as the transcript ID and the second string will be used as the exon number.
+            If a dictionary, the keys will be used as the transcript ID and the values should be the row number for each exon, in order.
+            If False, splicing will be disabled.
+        var_filter
+            Whether to filter variants. If set to :code:`"exonic"`, only exonic variants will be applied.
         """
         to_evolve = {}
 
         if jitter is not None:
-            if jitter < 0:
-                raise ValueError(f"Jitter ({jitter}) must be a non-negative integer.")
-            elif jitter > self.max_jitter:
-                raise ValueError(
-                    f"Jitter ({jitter}) must be less than or equal to the maximum jitter of the dataset ({self.max_jitter})."
-                )
-
             if jitter != self.jitter:
                 if isinstance(self.output_length, int):
                     min_r_len: int = (
@@ -381,7 +411,80 @@ def with_settings(
                 recon = evolve(self._recon, haps=haps)
                 to_evolve["_recon"] = recon
 
-        return evolve(self, **to_evolve)
+        if splice_info is not None:
+            if splice_info is False:
+                splice_idxer = None
+                spliced_bed = None
+            else:
+                splice_idxer, spliced_bed = _parse_splice_info(
+                    splice_info, self._full_bed, self._idxer
+                )
+            to_evolve["_sp_idxer"] = splice_idxer
+            to_evolve["_spliced_bed"] = spliced_bed
+
+        if var_filter is not None:
+            if not isinstance(self._seqs, Haps):
+                raise ValueError(
+                    "Filtering variants can only be done when the dataset has variants."
+                )
+
+            if var_filter is False:
+                var_filter = None
+
+            if var_filter != self._seqs.filter:
+                to_evolve["_seqs"] = evolve(self._seqs, filter=var_filter)
+
+        self = evolve(self, **to_evolve)
+        self._check_valid_state()
+
+        return self
+
+    def _check_valid_state(self):
+        if self.is_spliced:
+            if self.jitter > 0:
+                raise RuntimeError(
+                    "Jitter is not supported with splicing. Please set jitter to 0."
+                )
+
+            if not self.deterministic:
+                raise RuntimeError(
+                    "Non-deterministic algorithms are not supported with splicing. Please set deterministic to True."
+                )
+
+            if self.sequence_type == "variants":
+                raise ValueError("Splicing is not supported with variants.")
+
+        if self.jitter < 0:
+            raise ValueError(f"Jitter ({self.jitter}) must be a non-negative integer.")
+        elif self.jitter > self.max_jitter:
+            raise ValueError(
+                f"Jitter ({self.jitter}) must be less than or equal to the maximum jitter of the dataset ({self.max_jitter})."
+            )
+
+        if isinstance(self.output_length, int):
+            if self.sequence_type == "variants":
+                raise ValueError(
+                    "Output length must be ragged when the sequence type is variants."
+                )
+
+            if self.output_length < 1:
+                raise ValueError(
+                    f"Output length ({self.output_length}) must be a positive integer."
+                )
+
+            min_r_len: int = (self._full_regions[:, 2] - self._full_regions[:, 1]).min()
+            max_output_length = min_r_len + 2 * self.max_jitter
+            eff_length = self.output_length + 2 * self.jitter
+            if eff_length > max_output_length:
+                raise ValueError(
+                    f"Effective length (out_len={self.output_length}) + 2 * ({self.jitter=}) = {eff_length} must be less"
+                    f" than or equal to the maximum output length of the dataset ({max_output_length})."
+                    f" The maximum output length is the minimum region length ({min_r_len}) + 2 * (max_jitter={self.max_jitter})."
+                )
+        elif self.output_length == "variable" and self.sequence_type == "variants":
+            raise ValueError(
+                "Output length must be ragged when the sequence type is variants."
+            )
 
     def with_len(
         self, output_length: Literal["ragged", "variable"] | int
@@ -424,7 +527,9 @@ def with_len(
                 rc_neg=self.rc_neg,
                 deterministic=self.deterministic,
                 _idxer=self._idxer,
+                _sp_idxer=self._sp_idxer,
                 _full_bed=self._full_bed,
+                _spliced_bed=self._spliced_bed,
                 _full_regions=self._full_regions,
                 _seqs=self._seqs,
                 _tracks=self._tracks,
@@ -432,7 +537,7 @@ def with_len(
                 _rng=self._rng,
             )
         else:
-            return RaggedDataset(
+            out = RaggedDataset(
                 path=self.path,
                 output_length=output_length,
                 max_jitter=self.max_jitter,
@@ -442,7 +547,9 @@ def with_len(
                 rc_neg=self.rc_neg,
                 deterministic=self.deterministic,
                 _idxer=self._idxer,
+                _sp_idxer=self._sp_idxer,
                 _full_bed=self._full_bed,
+                _spliced_bed=self._spliced_bed,
                 _full_regions=self._full_regions,
                 _seqs=self._seqs,
                 _tracks=self._tracks,
@@ -450,6 +557,10 @@ def with_len(
                 _rng=self._rng,
             )
 
+        out._check_valid_state()
+
+        return out
+
     def with_seqs(
         self, kind: Literal["reference", "haplotypes", "annotated", "variants"] | None
     ):
@@ -635,17 +746,11 @@ def with_tracks(
                     "Dataset is set to only return tracks, so setting tracks to None would"
                     " result in a Dataset that cannot return anything."
                 )
-            case False, _, None, _:
-                return self
             case False, _, tr, ((Ref() | Haps()) as seqs) | RefTracks(
                 seqs=seqs
             ) | HapsTracks(haps=seqs):
                 tr = tr.with_tracks(None)
                 return evolve(self, _tracks=tr, _recon=seqs)
-            case t, _, None, _:
-                raise ValueError(
-                    "Can't set dataset to return tracks because it has none to begin with."
-                )
             case t, _, tr, (Ref() as seqs) | RefTracks(seqs=seqs):
                 tr = tr.with_tracks(t).to_kind(
                     _kind,  # type: ignore
@@ -694,9 +799,11 @@ def with_tracks(
     rc_neg: bool
     """Whether to reverse-complement the sequences on negative strands."""
     _full_bed: pl.DataFrame = field(alias="_full_bed")
+    _spliced_bed: pl.DataFrame | None = field(alias="_spliced_bed")
     _full_regions: NDArray[np.int32] = field(alias="_full_regions")
     """Unjittered, sorted regions matching order on-disk."""
     _idxer: DatasetIndexer = field(alias="_idxer")
+    _sp_idxer: SpliceIndexer | None = field(alias="_sp_idxer")
     _seqs: (
         Ref | Haps[RaggedSeqs] | Haps[RaggedAnnotatedHaps] | Haps[RaggedVariants] | None
     ) = field(alias="_seqs")
@@ -724,6 +831,11 @@ def is_subset(self) -> bool:
         """Whether the dataset is a subset."""
         return self._idxer.is_subset
 
+    @property
+    def is_spliced(self) -> bool:
+        """Whether the dataset is spliced."""
+        return self._sp_idxer is not None
+
     @property
     def has_reference(self) -> bool:
         """Whether the dataset was provided a reference genome."""
@@ -761,8 +873,18 @@ def regions(self) -> pl.DataFrame:
 
     @property
     def n_regions(self) -> int:
-        """The number of regions in the dataset."""
-        return self._idxer.n_regions
+        """The number of (spliced) regions in the dataset."""
+        return self.shape[0]
+
+    @property
+    def spliced_regions(self) -> pl.DataFrame | None:
+        """The spliced regions in the dataset."""
+        if self._spliced_bed is None or self._sp_idxer is None:
+            raise ValueError("Dataset does not have splice information.")
+        if self._sp_idxer.row_subset_idxs is None:
+            return self._spliced_bed
+        else:
+            return self._spliced_bed[self._sp_idxer.row_subset_idxs]
 
     @property
     def n_samples(self) -> int:
@@ -777,13 +899,19 @@ def ploidy(self) -> int | None:
 
     @property
     def shape(self) -> tuple[int, int]:
-        """Return the shape of the dataset. :code:`(n_regions, n_samples)`"""
-        return self.n_regions, self.n_samples
+        """Return the shape of the dataset. :code:`(n_rows, n_samples)`"""
+        if self._sp_idxer is None:
+            return self._idxer.shape
+        else:
+            return self._sp_idxer.shape
 
     @property
     def full_shape(self) -> tuple[int, int]:
-        """Return the full shape of the dataset, ignoring any subsetting. :code:`(n_regions, n_samples)`"""
-        return self._idxer.full_shape
+        """Return the full shape of the dataset, ignoring any subsetting. :code:`(n_rows, n_samples)`"""
+        if self._sp_idxer is None:
+            return self._idxer.full_shape
+        else:
+            return self._sp_idxer.full_shape
 
     @property
     def available_var_fields(self) -> list[str]:
@@ -856,11 +984,14 @@ def __len__(self):
         return self.n_regions * self.n_samples
 
     def __str__(self) -> str:
-        if self._available_sequences is None or self.sequence_type is None:
-            seq_type = "None"
+        splice_status = "Spliced" if self.is_spliced else "Unspliced"
+
+        if self._available_sequences is None:
+            seq_type = None
         else:
             seqs = self._available_sequences
-            seqs[seqs.index(self.sequence_type)] = f"[{self.sequence_type}]"
+            if self.sequence_type is not None:
+                seqs[seqs.index(self.sequence_type)] = f"[{self.sequence_type}]"
             seq_type = " ".join(seqs)
 
         if self.available_tracks is None:
@@ -877,7 +1008,7 @@ def __str__(self) -> str:
             if len(self.active_tracks) > 5:
                 act_tracks += f" + {len(self.active_tracks) - 5} more"
         return (
-            f"GVL store at {self.path}\n"
+            splice_status + f" GVL dataset at {self.path}\n"
             f"Is subset: {self.is_subset}\n"
             f"# of regions: {self.n_regions}\n"
             f"# of samples: {self.n_samples}\n"
@@ -958,13 +1089,23 @@ def subset_to(
                 "Cannot subset to regions by name because no region name was set."
             )
 
-        idxer = self._idxer.subset_to(regions=regions, samples=samples)
-
-        return evolve(self, _idxer=idxer)
+        if self._sp_idxer is None:
+            idxer = self._idxer.subset_to(regions=regions, samples=samples)
+            return evolve(self, _idxer=idxer)
+        else:
+            sp_idxer, sub_dsi = self._sp_idxer.subset_to(rows=regions, samples=samples)
+            return evolve(self, _idxer=sub_dsi, _sp_idxer=sp_idxer)
 
     def to_full_dataset(self) -> Self:
         """Return a full sized dataset, undoing any subsetting."""
-        return evolve(self, _idxer=self._idxer.to_full_dataset())
+        if self._sp_idxer is None:
+            return evolve(self, _idxer=self._idxer.to_full_dataset())
+        else:
+            return evolve(
+                self,
+                _idxer=self._idxer.to_full_dataset(),
+                _sp_idxer=self._sp_idxer.to_full_dataset(),
+            )
 
     def haplotype_lengths(
         self,
@@ -975,6 +1116,10 @@ def haplotype_lengths(
         not phased or not deterministic, this will return :code:`None` because the haplotypes are not guaranteed to be
         a consistent length due to randomness in what variants are used.
 
+        .. note::
+
+            Currently not implemented for spliced datasets.
+
         Parameters
         ----------
         regions
@@ -982,6 +1127,11 @@ def haplotype_lengths(
         samples
             Samples to compute haplotype lengths for.
         """
+        if self._sp_idxer is not None:
+            raise NotImplementedError(
+                "Haplotype lengths are not yet implemented for spliced datasets."
+            )
+
         if not isinstance(self._seqs, Haps) or not self.deterministic:
             return None
 
@@ -1378,6 +1528,43 @@ def __getitem__(
                 "Cannot query regions by name because no region name was set."
             )
 
+        if self._sp_idxer is not None:
+            recon, squeeze, out_reshape = self._getitem_spliced(idx, self._sp_idxer)
+        else:
+            recon, squeeze, out_reshape = self._getitem_unspliced(idx)
+
+        if self.output_length == "variable":
+            recon = tuple(
+                r if isinstance(r, (RaggedVariants, RaggedIntervals)) else self._pad(r)
+                for r in recon
+            )
+        elif isinstance(self.output_length, int):
+            recon = tuple(
+                r if isinstance(r, (RaggedVariants, RaggedIntervals)) else r.to_numpy()
+                for r in recon
+            )
+
+        if out_reshape is not None:
+            recon = tuple(o.reshape(out_reshape + o.shape[1:]) for o in recon)  # type: ignore
+
+        if squeeze:
+            # (1 [p] l) -> ([p] l)
+            recon = tuple(o.squeeze(0) for o in recon)  # type: ignore
+
+        if len(recon) == 1:
+            recon = recon[0]
+
+        return recon
+
+    def _getitem_unspliced(
+        self, idx: StrIdx | tuple[StrIdx] | tuple[StrIdx, StrIdx]
+    ) -> tuple[
+        tuple[
+            Ragged[np.bytes_ | np.float32] | RaggedAnnotatedHaps | RaggedVariants, ...
+        ],
+        bool,
+        tuple[int, ...] | None,
+    ]:
         # (b)
         ds_idx, squeeze, out_reshape = self._idxer.parse_idx(idx)
         r_idx, _ = np.unravel_index(ds_idx, self.full_shape)
@@ -1401,38 +1588,81 @@ def __getitem__(
             deterministic=self.deterministic,
         )
 
-        if isinstance(recon, tuple):
-            unlist = False
-        else:
-            unlist = True
+        if not isinstance(recon, tuple):
             recon = (recon,)
 
         if self.rc_neg:
             to_rc: NDArray[np.bool_] = self._full_regions[r_idx, 3] == -1
             recon = tuple(self._rc(r, to_rc) for r in recon)
 
-        if self.output_length == "variable":
-            recon = tuple(
-                r if isinstance(r, (RaggedVariants, RaggedIntervals)) else self._pad(r)
-                for r in recon
+        return recon, squeeze, out_reshape  # type: ignore
+
+    def _getitem_spliced(
+        self,
+        idx: StrIdx | tuple[StrIdx] | tuple[StrIdx, StrIdx],
+        splice_idxer: SpliceIndexer,
+    ) -> tuple[
+        tuple[Ragged[np.bytes_ | np.float32] | RaggedAnnotatedHaps, ...],
+        bool,
+        tuple[int, ...] | None,
+    ]:
+        if isinstance(self.output_length, int):
+            raise RuntimeError(
+                "In general, splicing cannot be done with fixed length data because even if the length of each region's data"
+                " is fixed/constant, the number of elements in each spliced element is not. Thus, the final length of the"
+                " spliced elements will be variable."
             )
-        elif isinstance(self.output_length, int):
-            recon = tuple(
-                r if isinstance(r, (RaggedVariants, RaggedIntervals)) else r.to_numpy()
-                for r in recon
+
+        assert self.sequence_type != "variants"
+        assert not isinstance(self.output_length, int)
+        assert self.jitter == 0
+        assert self.deterministic
+
+        # TODO: really need to assert no jitter and deterministic?
+        # * In theory, this still "works" with jitter or non-determinism, but why would anyone want this? Would they want a different alg here?
+        # * Potential issues:
+        # * Each each component of the spliced output will have different jitter
+        # * For non-determinism, each component will have different shifts & different unphased haplotypes chosen
+        if self.jitter > 0:
+            raise RuntimeError(
+                "Jitter is not supported with splicing. Please set jitter to 0."
             )
 
-        if out_reshape is not None:
-            recon = tuple(o.reshape(out_reshape + o.shape[1:]) for o in recon)  # type: ignore
+        if not self.deterministic:
+            raise RuntimeError(
+                "Non-deterministic algorithms are not supported with splicing. Please set deterministic to True."
+            )
 
-        if squeeze:
-            # (1 [p] l) -> ([p] l)
-            recon = tuple(o.squeeze(axis=0) for o in recon)
+        inner_ds = self.with_len("ragged")
+        ds_idx, squeeze, out_reshape, offsets = splice_idxer.parse_idx(idx)
+        r_idx, _ = np.unravel_index(ds_idx, self._idxer.full_shape)
+        regions = self._full_regions[r_idx]
 
-        if unlist:
-            recon = recon[0]
+        recon = inner_ds._recon(
+            idx=ds_idx,
+            r_idx=r_idx,
+            regions=regions,
+            output_length="ragged",
+            jitter=self.jitter,
+            rng=self._rng,
+            deterministic=self.deterministic,
+        )
+
+        if not isinstance(recon, tuple):
+            recon = (recon,)
 
-        return recon  # type: ignore
+        recon = cast(
+            tuple[Ragged[np.bytes_ | np.float32] | RaggedAnnotatedHaps, ...], recon
+        )
+
+        if self.rc_neg:
+            # (b)
+            to_rc: NDArray[np.bool_] = regions[:, 3] == -1
+            recon = tuple(self._rc(r, to_rc) for r in recon)
+
+        recon = tuple(_cat_length(r, offsets) for r in recon)
+
+        return recon, squeeze, out_reshape
 
     @overload
     def _rc(self, rag: Ragged[DTYPE], to_rc: NDArray[np.bool_]) -> Ragged[DTYPE]: ...
@@ -1486,6 +1716,51 @@ def _pad(self, rag: Ragged | RaggedAnnotatedHaps) -> NDArray | AnnotatedHaps:
             assert_never(rag)
 
 
+@overload
+def _cat_length(rag: Ragged[DTYPE], offsets: NDArray[np.integer]) -> Ragged[DTYPE]: ...
+@overload
+def _cat_length(
+    rag: RaggedAnnotatedHaps, offsets: NDArray[np.integer]
+) -> RaggedAnnotatedHaps: ...
+def _cat_length(
+    rag: Ragged | RaggedAnnotatedHaps, offsets: NDArray[np.integer]
+) -> Ragged | RaggedAnnotatedHaps:
+    """Concatenate the lengths of the ragged data."""
+    if isinstance(rag, Ragged):
+        if rag.ndim == 2 or rag.shape[1:] == (1,) * (
+            rag.ndim - 1
+        ):  # (b [1] [1] ~l) => layout is correct
+            new_lengths = np.add.reduceat(rag.lengths, offsets[:-1], 0)
+            cat = Ragged.from_lengths(rag.data, new_lengths)
+        elif rag.ndim == 3:
+            # (b p ~l) or (b t ~l)
+            grouped = ak.Array(ListOffsetArray(Index64(offsets), rag.to_ak().layout))
+            cat = Ragged(
+                ak.concatenate(  # type: ignore
+                    [
+                        ak.flatten(grouped[:, :, i], -1)[:, None]  # (g 1 ~l)
+                        for i in range(rag.shape[1])  # type: ignore
+                    ],
+                    1,
+                )
+            )
+        elif rag.ndim == 4:  # hap tracks: (b t p ~l)
+            raise NotImplementedError("Splicing haplotype tracks.")
+        else:
+            raise RuntimeError("Should never see a 4+ dim ragged array.")
+
+        if is_rag_dtype(rag, np.bytes_):
+            cat = cat.view("S1")  # type: ignore
+        return cat
+    elif isinstance(rag, RaggedAnnotatedHaps):
+        haps = _cat_length(rag.haps, offsets)
+        var_idxs = _cat_length(rag.var_idxs, offsets)
+        ref_coords = _cat_length(rag.ref_coords, offsets)
+        return RaggedAnnotatedHaps(haps, var_idxs, ref_coords)
+    else:
+        assert_never(rag)
+
+
 def _annot_to_intervals(regions: pl.DataFrame, annot: pl.DataFrame) -> RaggedIntervals:
     # normalize contig names
     reg_c = regions["chrom"].unique()
@@ -1516,6 +1791,58 @@ def _annot_to_intervals(regions: pl.DataFrame, annot: pl.DataFrame) -> RaggedInt
     return itvs
 
 
+def _parse_splice_info(
+    splice_info: str | tuple[str, str],
+    full_bed: pl.DataFrame,
+    idxer: DatasetIndexer,
+):
+    """Parse splice info into a SpliceIndexer.
+
+    Parameters
+    ----------
+    splice_info
+        The splice info to parse. Can be a string, a tuple of strings, or a dictionary.
+    regions
+        The regions to parse the splice info from.
+    idxer
+        The idxer to use to parse the splice info.
+    """
+    if isinstance(splice_info, str):
+        sp_bed = (
+            full_bed.rename({splice_info: "splice_id"})
+            .with_row_index()
+            .group_by("splice_id", maintain_order=True)
+            .agg(pl.all())
+        )
+        names = sp_bed["splice_id"].to_list()
+        lengths = sp_bed["index"].list.len().to_numpy()
+        splice_map = Ragged.from_lengths(
+            sp_bed["index"].explode().to_numpy(), lengths
+        ).to_ak()
+    elif isinstance(splice_info, tuple):
+        if len(splice_info) != 2:
+            raise ValueError(
+                "Splice info tuple must be of length 2, corresponding to columns names for splice IDs and element ordering."
+            )
+        sp_bed = (
+            full_bed.rename({splice_info[0]: "splice_id"})
+            .with_row_index()
+            .group_by("splice_id", maintain_order=True)
+            .agg(pl.all().sort_by(splice_info[1]))
+        )
+        names = sp_bed["splice_id"].to_list()
+        lengths = sp_bed["index"].list.len().to_numpy()
+        splice_map = Ragged.from_lengths(
+            sp_bed["index"].explode().to_numpy(), lengths
+        ).to_ak()
+    else:
+        assert_never(splice_info)
+
+    splice_map = cast(ak.Array, splice_map)
+    sp_idxer = SpliceIndexer._init(names, splice_map, idxer)
+    return sp_idxer, sp_bed
+
+
 SEQ = TypeVar("SEQ", NDArray[np.bytes_], AnnotatedHaps, RaggedVariants)
 MaybeSEQ = TypeVar("MaybeSEQ", None, NDArray[np.bytes_], AnnotatedHaps, RaggedVariants)
 TRK = TypeVar("TRK", NDArray[np.float32], RaggedIntervals)
diff --git a/python/genvarloader/_dataset/_indexing.py b/python/genvarloader/_dataset/_indexing.py
index 02c3a216..aadc4e24 100644
--- a/python/genvarloader/_dataset/_indexing.py
+++ b/python/genvarloader/_dataset/_indexing.py
@@ -1,14 +1,18 @@
-from collections.abc import Sequence
+from __future__ import annotations
+
+from collections.abc import Collection
 from typing import Any, Literal, cast
 
+import awkward as ak
 import numpy as np
 from attrs import define, evolve
 from hirola import HashTable
+from numpy import integer
 from numpy.typing import NDArray
-from typing_extensions import TypeGuard, assert_never
+from typing_extensions import Self, TypeGuard, assert_never
 
 from .._types import Idx, StrIdx
-from .._utils import idx_like_to_array, is_dtype
+from .._utils import idx_like_to_array, is_dtype, lengths_to_offsets
 
 
 @define
@@ -83,8 +87,8 @@ def n_samples(self) -> int:
     @property
     def samples(self) -> list[str]:
         if self.sample_subset_idxs is None:
-            return self.full_samples.tolist()  # type: ignore
-        return self.full_samples[self.sample_subset_idxs].tolist()  # type: ignore
+            return self.full_samples.tolist()
+        return self.full_samples[self.sample_subset_idxs].tolist()
 
     @property
     def shape(self) -> tuple[int, int]:
@@ -122,7 +126,7 @@ def subset_to(
             self, region_subset_idxs=region_idxs, sample_subset_idxs=sample_idxs
         )
 
-    def to_full_dataset(self) -> "DatasetIndexer":
+    def to_full_dataset(self) -> Self:
         """Return a full sized dataset, undoing any subsettting."""
         return evolve(self, region_subset_idxs=None, sample_subset_idxs=None)
 
@@ -163,12 +167,7 @@ def parse_idx(
             idx = np.ravel_multi_index(
                 np.ix_(r_idx.ravel(), s_idx.ravel()), self.full_shape
             )
-            if (
-                isinstance(r_idx, np.ndarray)
-                and r_idx.ndim > 1
-                or isinstance(s_idx, np.ndarray)
-                and s_idx.ndim > 1
-            ):
+            if r_idx.ndim > 1 or s_idx.ndim > 1:
                 out_reshape = (*r_idx.shape, *s_idx.shape)
             elif idx.ndim > 1:
                 out_reshape = idx.shape
@@ -182,13 +181,13 @@ def parse_idx(
         return idx, squeeze, out_reshape
 
     @property
-    def _r_idx(self):
+    def _r_idx(self) -> NDArray[integer]:
         if self.region_subset_idxs is None:
             return self.full_region_idxs
         return self.full_region_idxs[self.region_subset_idxs]
 
     @property
-    def _s_idx(self):
+    def _s_idx(self) -> NDArray[integer]:
         if self.sample_subset_idxs is None:
             return self.full_sample_idxs
         return self.full_sample_idxs[self.sample_subset_idxs]
@@ -202,6 +201,205 @@ def region2idx(self, regions: StrIdx) -> Idx:
         return s2i(regions, self.r2i_map)
 
 
+@define
+class SpliceIndexer:
+    rows: HashTable
+    """Map from splice element names to row indices."""
+    splice_map: ak.Array
+    """Map from splice indices to region indices in splicing order."""
+    full_splice_map: ak.Array
+    """Non-subset map from splice indices to region indices."""
+    dsi: DatasetIndexer
+    row_idxs: NDArray[np.intp]
+    """Row indices."""
+    row_subset_idxs: NDArray[np.intp] | None = None
+    """Subset of row indices."""
+
+    @classmethod
+    def _init(
+        cls,
+        names: Collection[str] | NDArray[np.str_],
+        splice_map: ak.Array,
+        dsi: DatasetIndexer,
+    ) -> "SpliceIndexer":
+        _names = np.asarray(names, dtype=np.str_)
+        rows = HashTable(
+            max=len(names) * 2,  # type: ignore | 2x size for perf > mem
+            dtype=_names.dtype,
+        )
+        rows.add(_names)
+
+        if (
+            ak.max(splice_map, None) >= dsi.n_regions
+            or ak.min(splice_map, None) < -dsi.n_regions
+        ):
+            raise ValueError(
+                "Found indices in the splice map that are out of bounds for the dataset."
+            )
+
+        return cls(
+            rows=rows,
+            splice_map=splice_map,
+            full_splice_map=splice_map,
+            dsi=dsi,
+            row_idxs=np.arange(len(splice_map), dtype=np.intp),
+            row_subset_idxs=None,
+        )
+
+    @property
+    def n_rows(self) -> int:
+        return len(self.splice_map)
+
+    @property
+    def n_samples(self) -> int:
+        return self.dsi.n_samples
+
+    @property
+    def shape(self) -> tuple[int, int]:
+        return self.n_rows, self.n_samples
+
+    @property
+    def full_shape(self) -> tuple[int, int]:
+        return len(self.full_splice_map), len(self.dsi.full_samples)
+
+    def __len__(self):
+        return self.n_rows * self.n_samples
+
+    def subset_to(
+        self,
+        rows: StrIdx | None = None,
+        samples: StrIdx | None = None,
+    ) -> tuple[Self, DatasetIndexer]:
+        """Subset to specific regions and/or samples."""
+        if rows is None and samples is None:
+            return self, self.dsi
+
+        if rows is not None:
+            row_idxs = self._r_idx[self.row2idx(rows)]
+        else:
+            row_idxs = self._r_idx
+
+        splice_map = cast(ak.Array, self.splice_map[row_idxs])
+        # splice_map is to absolute indices so don't subset dsi regions
+        sub_dsi = self.dsi.subset_to(samples=samples)
+        region_idxs = ak.flatten(splice_map, None).to_numpy()  # type: ignore
+        eff_dsi = self.dsi.subset_to(regions=region_idxs, samples=samples)
+
+        return evolve(
+            self,
+            splice_map=splice_map,
+            dsi=sub_dsi,
+            row_subset_idxs=row_idxs,
+        ), eff_dsi
+
+    def to_full_dataset(self) -> Self:
+        """Return a full sized dataset, undoing any subsettting."""
+        return evolve(
+            self,
+            splice_map=self.full_splice_map,
+            dsi=self.dsi.to_full_dataset(),
+            row_subset_idxs=None,
+        )
+
+    def parse_idx(self, idx: StrIdx | tuple[StrIdx] | tuple[StrIdx, StrIdx]):
+        """Parse the index into a format suitable for indexing.
+
+        Parameters
+        ----------
+        idx
+            The index to parse. This can be a single index, a tuple of indices,
+            or a tuple of indices and a list of sample names.
+
+        Returns
+        -------
+        idx
+            1-D raveled dataset indices.
+        squeeze
+            Whether to squeeze the output.
+        out_reshape
+            The intended shape of the output, ready to be passed to reshape().
+        reducer
+            Indices for np.add.reduceat() to get the correct lengths for each splice element. Example:
+            spliced_lengths = np.add.reduceat(ragged.lengths, reduce_indices, axis=0)
+        rows
+            Indices of the splice elements.
+        s_idx
+            Indices of the samples.
+        """
+        out_reshape = None
+        squeeze = False
+
+        if not isinstance(idx, tuple):
+            rows = idx
+            samples = slice(None)
+        elif len(idx) == 1:
+            rows = idx[0]
+            samples = slice(None)
+        else:
+            rows, samples = idx
+
+        r_idx = self.row2idx(rows)
+        s_idx = self.sample2idx(samples)
+        idx = (r_idx, s_idx)
+        idx_t = idx_type(idx)
+        if idx_t == "basic":
+            if all(isinstance(i, (int, np.integer)) for i in idx):
+                squeeze = True
+            r_idx = np.atleast_1d(self._r_idx[r_idx])
+            s_idx = np.atleast_1d(self.dsi._s_idx[s_idx])
+            idx = np.ravel_multi_index(np.ix_(r_idx, s_idx), self.full_shape)
+            if isinstance(rows, slice) and isinstance(samples, slice):
+                out_reshape = (len(r_idx), len(s_idx))
+        elif idx_t == "adv":
+            r_idx = self._r_idx[r_idx]
+            s_idx = self.dsi._s_idx[s_idx]
+            idx = np.ravel_multi_index((r_idx, s_idx), self.full_shape)
+        elif idx_t == "combo":
+            r_idx = self._r_idx[r_idx]
+            s_idx = self.dsi._s_idx[s_idx]
+            idx = np.ravel_multi_index(
+                np.ix_(r_idx.ravel(), s_idx.ravel()), self.full_shape
+            )
+            if r_idx.ndim > 1 or s_idx.ndim > 1:
+                out_reshape = (*r_idx.shape, *s_idx.shape)
+            elif idx.ndim > 1:
+                out_reshape = idx.shape
+        else:
+            assert_never(idx_t)
+
+        if idx_t == "adv" and idx.ndim > 1:
+            out_reshape = idx.shape
+        idx = idx.ravel()
+
+        (r_idx, s_idx) = np.unravel_index(idx, self.full_shape)
+        r_idx = self.splice_map[r_idx]
+        lengths = ak.count(r_idx, -1)
+        if not isinstance(lengths, np.integer):
+            lengths = lengths.to_numpy()
+        lengths = cast(NDArray[np.int64], lengths)
+        offsets = lengths_to_offsets(lengths)
+        r_idx = ak.flatten(r_idx, -1).to_numpy()
+        s_idx = s_idx.repeat(lengths)
+
+        ds_idx, *_ = self.dsi.parse_idx((r_idx, s_idx))
+
+        return ds_idx, squeeze, out_reshape, offsets
+
+    @property
+    def _r_idx(self):
+        if self.row_subset_idxs is None:
+            return self.row_idxs
+        return self.row_subset_idxs
+
+    def row2idx(self, rows: StrIdx) -> Idx:
+        """Convert region names to region indices."""
+        return s2i(rows, self.rows)
+
+    def sample2idx(self, samples: StrIdx) -> Idx:
+        """Convert sample names to sample indices."""
+        return self.dsi.sample2idx(samples)
+
+
 def s2i(str_idx: StrIdx, map: HashTable | None) -> Idx:
     """Convert a string index to an integer index using a hirola.HashTable."""
     if not isinstance(str_idx, (np.ndarray, slice)):
@@ -235,7 +433,7 @@ def idx_type(
     """Check if the index is a fancy index."""
     if not isinstance(idx, tuple):
         idx = (idx,)
-    n_adv = sum(map(lambda idx: isinstance(idx, (Sequence, np.ndarray)), idx))
+    n_adv = sum(map(lambda idx: isinstance(idx, (Collection, np.ndarray)), idx))
     if n_adv == 0:
         return "basic"
     elif n_adv == 1:
diff --git a/python/genvarloader/_dataset/_reconstruct.py b/python/genvarloader/_dataset/_reconstruct.py
index ce86c5f4..fdbf5ac8 100644
--- a/python/genvarloader/_dataset/_reconstruct.py
+++ b/python/genvarloader/_dataset/_reconstruct.py
@@ -33,7 +33,11 @@
 )
 from .._utils import lengths_to_offsets
 from .._variants._records import RaggedAlleles
-from ._genotypes import get_diffs_sparse, reconstruct_haplotypes_from_sparse
+from ._genotypes import (
+    choose_exonic_variants,
+    get_diffs_sparse,
+    reconstruct_haplotypes_from_sparse,
+)
 from ._indexing import DatasetIndexer
 from ._intervals import intervals_to_tracks, tracks_to_intervals
 from ._rag_variants import RaggedVariants
@@ -68,13 +72,17 @@ def from_table(cls, path: str | Path, one_based: bool = True):
         """
         path = Path(path).resolve()
         variants = pl.read_ipc(path, memory_map=False)
+
         if variants.schema["ALT"] == pl.List(pl.Utf8):
             ilen = ILEN
         else:
             ilen = pl.col("ALT").str.len_bytes().cast(pl.Int32) - pl.col(
                 "REF"
             ).str.len_bytes().cast(pl.Int32)
-        variants = variants.with_columns(ILEN=ilen)
+
+        if "ILEN" not in variants:
+            variants = variants.with_columns(ILEN=ilen)
+
         is_list_type = [
             col for col in ("ALT", "ILEN") if variants[col].dtype == pl.List
         ]
@@ -181,6 +189,7 @@ class Haps(Reconstructor[_H]):
     """Shape: (regions, samples, ploidy). The genotypes in the dataset. This is memory mapped."""
     dosages: SparseDosages | None
     kind: type[_H]
+    filter: Literal["exonic"] | None
     n_variants: NDArray[np.int32] = field(init=False)
     """Shape: (regions, samples, ploidy). The number of variants in the dataset."""
     min_af: float | None
@@ -217,6 +226,7 @@ def from_path(
         version: Version | None,
         min_af: float | None = None,
         max_af: float | None = None,
+        filter: Literal["exonic"] | None = None,
     ) -> Haps[RaggedVariants]:
         svar_meta_path = path / "genotypes" / "svar_meta.json"
         dosages = None
@@ -273,10 +283,53 @@ def from_path(
             genotypes=genotypes,
             dosages=dosages,
             kind=RaggedVariants,
+            filter=filter,
             min_af=min_af,
             max_af=max_af,
         )
 
+    def _haplotype_ilens(
+        self,
+        idx: NDArray[np.integer],
+        regions: NDArray[np.integer],
+        deterministic: bool,
+        keep: NDArray[np.bool_] | None = None,
+        keep_offsets: NDArray[np.integer] | None = None,
+    ) -> NDArray[np.int32]:
+        """`idx` must be 1D."""
+        # (b p)
+        geno_offset_idxs = self._get_geno_offset_idx(idx, self.genotypes)
+
+        if self.filter == "exonic":
+            keep, keep_offsets = choose_exonic_variants(
+                starts=regions[:, 1],
+                ends=regions[:, 2],
+                geno_offset_idxs=geno_offset_idxs,
+                geno_v_idxs=self.genotypes.data,
+                geno_offsets=self.genotypes.offsets,
+                v_starts=self.variants.start,
+                ilens=self.variants.ilen,
+            )
+        else:
+            keep, keep_offsets = None, None
+
+        # (r s p)
+        hap_ilens = get_diffs_sparse(
+            geno_offset_idxs=geno_offset_idxs,
+            geno_v_idxs=self.genotypes.data,
+            geno_offsets=self.genotypes.offsets,
+            ilens=self.variants.ilen,
+            q_starts=regions[:, 1],
+            q_ends=regions[:, 2],
+            v_starts=self.variants.start,
+            keep=keep,
+            keep_offsets=keep_offsets,
+        )
+
+        # genotypes are (r, s, p, ~v)
+        ploidy = cast(int, self.genotypes.shape[-2])
+        return hap_ilens.reshape(-1, ploidy)
+
     def to_kind(self, kind: type[_NewH]) -> Haps[_NewH]:
         if kind != RaggedVariants and self.reference is None:
             raise ValueError(
@@ -311,7 +364,7 @@ def __call__(
     def get_haps_and_shifts(
         self,
         idx: NDArray[np.integer],
-        regions: NDArray[np.int32],
+        regions: NDArray[np.integer],
         output_length: Literal["ragged", "variable"] | int,
         rng: np.random.Generator,
         deterministic: bool,
@@ -339,8 +392,24 @@ def get_haps_and_shifts(
             keep = None
             keep_offsets = None
 
+        if self.filter == "exonic":
+            keep, keep_offsets = choose_exonic_variants(
+                starts=regions[:, 1],
+                ends=regions[:, 2],
+                geno_offset_idxs=geno_offset_idx,
+                geno_v_idxs=self.genotypes.data,
+                geno_offsets=self.genotypes.offsets,
+                v_starts=self.variants.start,
+                ilens=self.variants.ilen,
+            )
+        else:
+            keep = None
+            keep_offsets = None
+
         # (b p)
-        diffs = self._haplotype_ilens(idx, regions, deterministic, keep, keep_offsets)
+        diffs = self._haplotype_ilens(
+            idx, regions, deterministic, keep=keep, keep_offsets=keep_offsets
+        )
         hap_lengths = lengths[:, None] + diffs
 
         if deterministic or isinstance(output_length, str):
@@ -365,7 +434,7 @@ def get_haps_and_shifts(
         else:
             out_lengths = np.full((batch_size, ploidy), output_length, dtype=np.int32)
         # (b*p+1)
-        out_offsets = lengths_to_offsets(out_lengths)
+        out_offsets = lengths_to_offsets(out_lengths, OFFSET_TYPE)
 
         # (b p l), (b p l), (b p l)
         if issubclass(self.kind, RaggedSeqs):
@@ -390,7 +459,13 @@ def get_haps_and_shifts(
             )
             out = RaggedAnnotatedHaps(haps, maybe_annot_v_idx, maybe_annot_pos)
         elif issubclass(self.kind, RaggedVariants):
-            out = self._get_variants(idx=idx, regions=regions, shifts=shifts)
+            out = self._get_variants(
+                idx=idx,
+                regions=regions,
+                shifts=shifts,
+                keep=keep,
+                keep_offsets=keep_offsets,
+            )
         else:
             assert_never(self.kind)
 
@@ -400,35 +475,10 @@ def get_haps_and_shifts(
             shifts,
             diffs,
             hap_lengths,
-            None,
-            None,
-        )
-
-    def _haplotype_ilens(
-        self,
-        idx: NDArray[np.integer],
-        regions: NDArray[np.int32],
-        deterministic: bool,
-        keep: NDArray[np.bool_] | None = None,
-        keep_offsets: NDArray[np.int64] | None = None,
-    ) -> NDArray[np.int32]:
-        """`idx` must be 1D."""
-        # (b p)
-        geno_offset_idxs = self._get_geno_offset_idx(idx, self.genotypes)
-
-        # (r s p)
-        hap_ilens = get_diffs_sparse(
-            geno_offset_idxs=geno_offset_idxs,
-            geno_v_idxs=self.genotypes.data,
-            geno_offsets=self.genotypes.offsets,
-            ilens=self.variants.ilen,
-            q_starts=regions[:, 1],
-            q_ends=regions[:, 2],
-            v_starts=self.variants.start,
+            keep,
+            keep_offsets,
         )
 
-        return hap_ilens.reshape(-1, self.genotypes.shape[-2])  # type: ignore
-
     @staticmethod
     def _get_geno_offset_idx(
         idx: NDArray[np.integer],
@@ -443,8 +493,10 @@ def _get_geno_offset_idx(
     def _get_variants(
         self,
         idx: NDArray[np.integer],
-        regions: NDArray[np.int32] | None,
-        shifts: NDArray[np.int32] | None,
+        regions: NDArray[np.integer] | None = None,
+        shifts: NDArray[np.integer] | None = None,
+        keep: NDArray[np.bool_] | None = None,
+        keep_offsets: NDArray[np.integer] | None = None,
     ) -> RaggedVariants:
         # TODO: maybe filter variants for region, shifts?
         r, s = np.unravel_index(idx, self.genotypes.shape[:2])  # type: ignore
@@ -461,11 +513,11 @@ def _get_variants(
                 keep &= geno_afs >= self.min_af
             if self.max_af is not None:
                 keep &= geno_afs <= self.max_af
-            keep = Ragged.from_offsets(keep, genos.shape, genos.offsets)
-            genos = SparseGenotypes(ak.to_packed(ak.to_regular(genos[keep], 1)))
+            _keep = Ragged.from_offsets(keep, genos.shape, genos.offsets)
+            genos = SparseGenotypes(ak.to_packed(ak.to_regular(genos[_keep], 1)))
             v_idxs = genos.data
         else:
-            keep = None
+            _keep = None
 
         fields = {}
 
@@ -484,8 +536,8 @@ def _get_variants(
         if self.dosages is not None:
             # guaranteed to have same shape as genotypes but need to make it contiguous/copy the data
             dosages = self.dosages[r, s]
-            if keep is not None:
-                dosages = ak.to_regular(dosages[keep], 1)  # type: ignore
+            if _keep is not None:
+                dosages = ak.to_regular(dosages[_keep], 1)  # type: ignore
             fields["dosage"] = Ragged(ak.to_packed(dosages))
 
         fields.update(
@@ -529,10 +581,10 @@ def _get_info(self, genos: SparseGenotypes, attr: str) -> Ragged[np.number]:
     @overload
     def _get_haplotypes(
         self,
-        geno_offset_idx: NDArray[np.intp],
-        regions: NDArray[np.int32],
-        out_offsets: NDArray[np.int64],
-        shifts: NDArray[np.int32],
+        geno_offset_idx: NDArray[np.integer],
+        regions: NDArray[np.integer],
+        out_offsets: NDArray[OFFSET_TYPE],
+        shifts: NDArray[np.integer],
         keep: NDArray[np.bool_] | None,
         keep_offsets: NDArray[OFFSET_TYPE] | None,
         annotate: Literal[False],
@@ -540,10 +592,10 @@ def _get_haplotypes(
     @overload
     def _get_haplotypes(
         self,
-        geno_offset_idx: NDArray[np.intp],
-        regions: NDArray[np.int32],
-        out_offsets: NDArray[np.int64],
-        shifts: NDArray[np.int32],
+        geno_offset_idx: NDArray[np.integer],
+        regions: NDArray[np.integer],
+        out_offsets: NDArray[OFFSET_TYPE],
+        shifts: NDArray[np.integer],
         keep: NDArray[np.bool_] | None,
         keep_offsets: NDArray[OFFSET_TYPE] | None,
         annotate: Literal[True],
@@ -551,10 +603,10 @@ def _get_haplotypes(
 
     def _get_haplotypes(
         self,
-        geno_offset_idx: NDArray[np.intp],
-        regions: NDArray[np.int32],
-        out_offsets: NDArray[np.int64],
-        shifts: NDArray[np.int32],
+        geno_offset_idx: NDArray[np.integer],
+        regions: NDArray[np.integer],
+        out_offsets: NDArray[OFFSET_TYPE],
+        shifts: NDArray[np.integer],
         keep: NDArray[np.bool_] | None,
         keep_offsets: NDArray[OFFSET_TYPE] | None,
         annotate: bool,
diff --git a/python/genvarloader/_dataset/_utils.py b/python/genvarloader/_dataset/_utils.py
index 93657a66..33e6c509 100644
--- a/python/genvarloader/_dataset/_utils.py
+++ b/python/genvarloader/_dataset/_utils.py
@@ -108,7 +108,7 @@ def bed_to_regions(bed: pl.DataFrame, contigs: Sequence[str]) -> NDArray[np.int3
         pl.col("chromStart", "chromEnd").cast(pl.Int32),
     ]
 
-    if bed.schema.get("strand", None) == pl.Utf8:
+    if bed.schema.get("strand", None) in (pl.Utf8, pl.Categorical):
         cols.append(
             pl.col("strand").replace_strict({"+": 1, "-": -1}, return_dtype=pl.Int32)
         )
diff --git a/python/genvarloader/_dummy.py b/python/genvarloader/_dummy.py
index 80eb7785..c299ef4d 100644
--- a/python/genvarloader/_dummy.py
+++ b/python/genvarloader/_dummy.py
@@ -4,11 +4,12 @@
 import polars as pl
 import seqpro as sp
 from einops import repeat
-from genoray._svar import POS_TYPE, SparseGenotypes
+from genoray._svar import SparseGenotypes
+from genoray._types import POS_TYPE
 from genoray._utils import ContigNormalizer
 from natsort import natsorted
 
-from ._dataset._impl import RaggedDataset
+from ._dataset._impl import RaggedDataset, _parse_splice_info
 from ._dataset._indexing import DatasetIndexer
 from ._dataset._intervals import tracks_to_intervals
 from ._dataset._reconstruct import Haps, HapsTracks, Tracks, TrackType, _Variants
@@ -19,10 +20,24 @@
 from ._variants._records import RaggedAlleles
 
 
-def get_dummy_dataset():
+def get_dummy_dataset(spliced: bool = False):
     """Return a dummy :class:`Dataset <genvarloader.Dataset>`  with 4 regions, 4 samples, max jitter of 2, a reference genome of all :code:`"N"`, genotypes, and
     1 track "read-depth" where each track is :code:`[1, 2, 3, 4, 5, 6]` in the reference coordinate system, where :code:`3` is aligned
     with each region's start coordinate. Is initialized to return ragged haplotypes and tracks with no jitter and deterministic reconstruction algorithms.
+
+    Parameters
+    ----------
+    spliced
+        If :code:`True`, the dataset will be setup for splicing with all regions moved to chromosome 1 and
+        a splice indexer with 2 genes, "tp53" and "shh", corresponding to regions:
+
+        .. code-block:: python
+
+            {
+                "tp53": [3, 0, 2],
+                "shh": [1],
+            }
+
     """
     max_jitter = 2
 
@@ -36,6 +51,8 @@ def get_dummy_dataset():
             "chromStart": [5, 13, 8, 2],
             "chromEnd": [8, 16, 11, 5],
             "strand": ["+", "-", "+", "+"],
+            "gene": ["tp53", "shh", "tp53", "tp53"],
+            "exon": [3, 1, 1, 2],
         }
     )
     n_regions = len(dummy_bed)
@@ -101,6 +118,7 @@ def get_dummy_dataset():
         genotypes=dummy_genos,
         dosages=None,
         kind=RaggedSeqs,
+        filter=None,
         min_af=None,
         max_af=None,
     )
@@ -164,6 +182,13 @@ def get_dummy_dataset():
 
     dummy_recon = HapsTracks(dummy_haps, dummy_tracks)
 
+    if spliced:
+        dummy_bed = dummy_bed.with_columns(chrom=pl.lit("chr1"))
+        dummy_spi, sp_bed = _parse_splice_info(("gene", "exon"), dummy_bed, dummy_idxer)
+    else:
+        dummy_spi = None
+        sp_bed = None
+
     dummy_dataset: RaggedDataset[RaggedSeqs, Ragged[np.float32]] = RaggedDataset(
         path=Path("dummy"),
         output_length="ragged",
@@ -174,8 +199,10 @@ def get_dummy_dataset():
         deterministic=True,
         rc_neg=True,
         _full_bed=dummy_bed,
+        _spliced_bed=sp_bed,
         _full_regions=dummy_regions,
         _idxer=dummy_idxer,
+        _sp_idxer=dummy_spi,
         _seqs=dummy_haps,
         _tracks=dummy_tracks,
         _recon=dummy_recon,