{
"cells": [
{
"cell_type": "markdown",
"id": "09fa3b0b",
"metadata": {},
"source": [
"# LOCAT Tutorial: gene localization in PBMC3K"
]
},
{
"cell_type": "markdown",
"id": "309450e6",
"metadata": {},
"source": [
"## Overview\n",
"This tutorial walks through the full LOCAT workflow on the PBMC3K dataset, a RNA-Seq dataset of 3,000 peripheral blood mononuclear cells (PBMCs) from a healthy donor (10x Genomics). LOCAT identifies genes whose expression is spatially structured in the cell landscape, focusing in particular on those that are concentrated in a specific region and depleted elsewhere.\n",
"\n",
"That means we will:\n",
"1. Load the preprocessed PBMC3K object from `scanpy.datasets.pbmc3k_processed()`\n",
"2. Extract the raw data matrix and filter genes\n",
"3. Run Locat to score every gene for spatial concentration and depletion\n",
"4. Describe the results of the LOCAT analysis\n",
"5. Visualize the top concentrated and top concentrated-and-depleted genes\n"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "26a73600",
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"import pandas as pd\n",
"import scanpy as sc\n",
"\n",
"from locat.locat import LOCAT\n",
"from locat.postprocessing import build_locat_df\n",
"from locat.preprocessing import filter_genes, get_embedding\n",
"from locat.plotting_and_other_methods import plot_grid"
]
},
{
"cell_type": "markdown",
"id": "8cc27c20cb870ea0",
"metadata": {},
"source": [
"LOCAT uses [JAX](https://jax.readthedocs.io/) for GPU-accelerated computation.\n",
"\n",
"If a GPU is available it will be used automatically.\n",
"If a GPU is not detected, JAX runs on the CPU, which is slower but provides the same results."
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "5d67f5be5fb1aa81",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"locat version: 0.1.5.dev3+ge9c813317.d20260404\n",
"JAX version: 0.6.2\n",
"JAX backend: gpu\n",
"JAX devices: [CudaDevice(id=0)]\n"
]
}
],
"source": [
"import jax\n",
"import locat\n",
"\n",
"print(f\"locat version: {locat.__version__}\")\n",
"print(f\"JAX version: {jax.__version__}\")\n",
"print(f\"JAX backend: {jax.default_backend()}\")\n",
"print(f\"JAX devices: {jax.devices()}\")"
]
},
{
"cell_type": "markdown",
"id": "969332ec",
"metadata": {},
"source": [
"## Preprocessing\n",
"\n",
"We use the [Scanpy PBMC3K dataset](https://scanpy.readthedocs.io/en/latest/tutorials/basics/clustering-2017.html): 3,000 peripheral blood mononuclear cells (PBMCs) from a healthy donor (10x Genomics), covering eight immune cell types — CD4+ and CD8+ T cells, B cells, NK cells, CD14+ and FCGR3A+ monocytes, dendritic cells, and megakaryocytes. After quality control, the object contains 2,638 cells.\n",
"\n",
"We use [`pbmc3k_processed`](https://scanpy.readthedocs.io/en/latest/generated/scanpy.datasets.pbmc3k_processed.html#scanpy.datasets.pbmc3k_processed) because it is a well-known benchmark dataset and it stores a PCA we want to reuse as the LOCAT embedding. We will not use the Scanpy-processed gene matrix — instead we recover the raw counts from `.raw` and apply our own minimal filtering, so that LOCAT can score the full gene universe rather than just the highly variable genes.\n",
"\n",
"The function `sc.datasets.pbmc3k_processed()` will download the dataset to the file `data/pbmc3k_processed.h5ad` if not already existing. If you wish to change the location where the file is stored, run `sc.settings.datasetdir = Path(\"/data/location/\")`."
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "77dcfc8fa8d4ce87",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"AnnData object with n_obs × n_vars = 2638 × 13714\n",
" obs: 'n_genes', 'percent_mito', 'n_counts', 'louvain'\n",
" var: 'n_cells'\n",
" uns: 'draw_graph', 'louvain', 'louvain_colors', 'neighbors', 'pca', 'rank_genes_groups'\n",
" obsm: 'X_pca', 'X_tsne', 'X_umap', 'X_draw_graph_fr'\n",
" obsp: 'distances', 'connectivities'"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"adata_pbmc3k_processed = sc.datasets.pbmc3k_processed()\n",
"adata_pbmc3k = adata_pbmc3k_processed.raw.to_adata()\n",
"adata_pbmc3k"
]
},
{
"cell_type": "markdown",
"id": "8e172847",
"metadata": {},
"source": [
"Next, we apply `filter_genes` to remove two classes of genes that carry little localization signal:\n",
"- **Pseudogene-like symbols** matched by name patterns (e.g. `Gm*`, `*Rik`, `Linc*`, ribosomal duplicates) — these are typically unannotated or non-coding loci\n",
"- **Very lowly expressed genes** present in fewer than 1% of cells — too noisy and sparse for being biologically relevant since they are only expressed in a hanful of cells"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "a8de1116a8861827",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Genes retained: 8859 / 13714\n"
]
}
],
"source": [
"n_before = adata_pbmc3k.n_vars\n",
"adata_locat = filter_genes(adata_pbmc3k)\n",
"print(f\"Genes retained: {adata_locat.n_vars} / {n_before}\")"
]
},
{
"cell_type": "markdown",
"id": "279ecee4",
"metadata": {},
"source": [
"## Run LOCAT\n",
"\n",
"LOCAT fits a Gaussian mixture model (GMM) to the cell embedding and scores each gene by comparing how expressing cells are distributed in space against the background distribution of all cells. It returns a `locat_df` table with one row per gene.\n",
"\n",
"**`LOCAT(...)` — model setup**\n",
"\n",
"- `cell_embedding`: the PCA coordinates used as the cell space — here the first 8 PCs, which capture the main structure of the PBMC populations\n",
"- `knn_mode=\"connectivity\"`: use the Scanpy neighbor graph edge weights (soft connectivity) rather than binary presence/absence, giving a smoother local density estimate\n",
"- `n_bootstrap_inits=10`: number of random GMM initialisations per bootstrap sample — reduced from the default (50) for speed; increase for a more thorough analysis\n",
"- `reg_covar=1e-6`: small value added to the GMM covariance diagonal for numerical stability\n",
"\n",
"**`gmm_scan(...)` — gene scoring**\n",
"\n",
"- `rc_lambda_values`: the grid of concentration factors scanned by the depletion test — a coarser grid (`linspace(1, 2, 8)`) is used here for speed; revert to default for a more thorough analysis\n"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "82e3e279",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[32m2026-04-06 10:22:03.752\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mlocat.locat\u001b[0m:\u001b[36mbackground_pdf\u001b[0m:\u001b[36m438\u001b[0m - \u001b[1mfitting background PDF\u001b[0m\n",
"\u001b[32m2026-04-06 10:22:03.752\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mlocat.locat\u001b[0m:\u001b[36mbackground_n_components_init\u001b[0m:\u001b[36m208\u001b[0m - \u001b[1mEstimating number of GMM components\u001b[0m\n",
"estimating BIC for 2638 cells: 100%|██████████| 9/9 [00:06<00:00, 1.35it/s]\n",
"estimating BIC for 51 cells: 100%|██████████| 30/30 [00:00<00:00, 35.61it/s]\n",
"\u001b[32m2026-04-06 10:22:11.501\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mlocat.locat\u001b[0m:\u001b[36mbackground_pdf\u001b[0m:\u001b[36m450\u001b[0m - \u001b[1mUsing 5 components\u001b[0m\n",
"fitting background: 100%|██████████| 10/10 [00:00<00:00, 71.69it/s]\n",
"null distribution parameters (perm. pseudo-genes): 0%| | 0/7 [00:00, ?it/s]\u001b[32m2026-04-06 10:22:11.781\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mlocat.locat\u001b[0m:\u001b[36mmin_dist\u001b[0m:\u001b[36m144\u001b[0m - \u001b[1mrecomputing min cell-cell distance\u001b[0m\n",
"\u001b[32m2026-04-06 10:22:11.782\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mlocat.locat\u001b[0m:\u001b[36mcell_dist\u001b[0m:\u001b[36m136\u001b[0m - \u001b[1mrecomputing cell-cell distance\u001b[0m\n",
"null distribution parameters (perm. pseudo-genes): 100%|██████████| 7/7 [00:05<00:00, 1.22it/s]\n",
"scanning genes: 100%|██████████| 8859/8859 [01:31<00:00, 96.45it/s] \n"
]
}
],
"source": [
"model = LOCAT(\n",
" adata=adata_locat,\n",
" cell_embedding=get_embedding(adata_locat, n_dims=8),\n",
" n_bootstrap_inits=10,\n",
" show_progress=True,\n",
" knn_mode=\"connectivity\",\n",
" reg_covar=1e-6,\n",
")\n",
"\n",
"locat_df = build_locat_df(model.gmm_scan(\n",
" rc_lambda_values=np.linspace(1.0, 2.0, 8),\n",
"))"
]
},
{
"cell_type": "markdown",
"id": "1f08131e",
"metadata": {},
"source": [
"## Results\n",
"\n",
"`build_locat_df` converts the raw LOCAT output into a tidy DataFrame with one row per gene. Genes are sorted by combined p-value so the most significant appear first.\n",
"\n",
"**Concentration (is a gene clustered in space?)**\n",
"\n",
"- `zscore`: how much more concentrated the gene's expressing cells are compared to the background GMM — higher means more clustered\n",
"- `concentration_pval`: p-value for the concentration test\n",
"- `is_conc_sig`: `True` if `concentration_pval < 0.05`\n",
"\n",
"**Depletion (is a gene absent from some regions?)**\n",
"\n",
"- `depletion_pval`: p-value for the depletion test — tests whether the gene is significantly under-represented in at least one spatial region\n",
"- `max_deficit`: the largest gap between the expected and observed fraction of expressing cells across all scanned regions — a direct measure of depletion strength\n",
"- `is_depl_sig`: `True` if `depletion_pval < 0.05`\n",
"\n",
"**Combined**\n",
"\n",
"- `pval`: combined p-value integrating concentration and depletion signals\n",
"- `is_joint_sig`: `True` if `pval < 0.05`\n",
"\n",
"\n",
"All columns are described in the [`LocatResult` documentation](https://klugerlab.github.io/Locat/reference/locat.locat_result.html)."
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "9f7120db036bb6dd",
"metadata": {},
"outputs": [
{
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"text/plain": [
" gene_name bic zscore sens_score \\\n",
"gene \n",
"RNASE2 RNASE2 5.9579 7.328457 1.0 \n",
"RP5-887A10.1 RP5-887A10.1 -3208566051.172291 3.904195 1.0 \n",
"ICAM4 ICAM4 8.699026 3.790885 1.0 \n",
"BACE2 BACE2 -5889761859.259194 3.591428 1.0 \n",
"RP11-428G5.5 RP11-428G5.5 -11592630.901236 3.46296 1.0 \n",
"MYOF MYOF 9.55608 3.367864 1.0 \n",
"FXYD6 FXYD6 9.660164 3.364742 1.0 \n",
"OSBPL10 OSBPL10 8.539526 3.326886 1.0 \n",
"ARHGEF10L ARHGEF10L 10.056512 3.044539 1.0 \n",
"COBLL1 COBLL1 -199.530195 2.99084 1.0 \n",
"\n",
" depletion_pval concentration_pval h_size h_sens pval \\\n",
"gene \n",
"RNASE2 0.0 0.0 0.016529 0.0 0.000826 \n",
"RP5-887A10.1 0.0 0.000047 0.027396 0.0 0.00137 \n",
"ICAM4 0.0 0.000075 0.027396 0.0 0.00137 \n",
"BACE2 0.0 0.000164 0.028983 0.0 0.001449 \n",
"RP11-428G5.5 0.0 0.000267 0.030767 0.0 0.001538 \n",
"MYOF 0.0 0.000379 0.030767 0.0 0.001538 \n",
"FXYD6 0.0 0.000383 0.030767 0.0 0.001538 \n",
"OSBPL10 0.0 0.000439 0.031743 0.0 0.001587 \n",
"ARHGEF10L 0.0 0.001165 0.032784 0.0 0.001639 \n",
"COBLL1 0.0 0.001391 0.035084 0.0 0.001754 \n",
"\n",
" K_components sample_size max_deficit is_conc_sig is_depl_sig \\\n",
"gene \n",
"RNASE2 2 59.0 0.991961 True True \n",
"RP5-887A10.1 2 35.0 0.9801 True True \n",
"ICAM4 2 35.0 0.96951 True True \n",
"BACE2 2 33.0 0.980948 True True \n",
"RP11-428G5.5 2 31.0 0.983796 True True \n",
"MYOF 2 31.0 0.994927 True True \n",
"FXYD6 2 31.0 0.993377 True True \n",
"OSBPL10 2 30.0 0.972077 True True \n",
"ARHGEF10L 2 29.0 0.993925 True True \n",
"COBLL1 2 27.0 0.980676 True True \n",
"\n",
" is_joint_sig \n",
"gene \n",
"RNASE2 True \n",
"RP5-887A10.1 True \n",
"ICAM4 True \n",
"BACE2 True \n",
"RP11-428G5.5 True \n",
"MYOF True \n",
"FXYD6 True \n",
"OSBPL10 True \n",
"ARHGEF10L True \n",
"COBLL1 True "
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"locat_df.head(10)"
]
},
{
"cell_type": "markdown",
"id": "26cb44d3db88e61a",
"metadata": {},
"source": [
"Next, we count significant genes (p < 0.05) in each category."
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "70b15a70",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" \n",
" count \n",
" \n",
" \n",
" \n",
" \n",
" genes_scored \n",
" 8754 \n",
" \n",
" \n",
" conc_sig \n",
" 1827 \n",
" \n",
" \n",
" depl_sig \n",
" 8625 \n",
" \n",
" \n",
" joint_sig \n",
" 541 \n",
" \n",
" \n",
" conc_only \n",
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" \n",
" conc_depl \n",
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\n",
"
"
],
"text/plain": [
" count\n",
"genes_scored 8754\n",
"conc_sig 1827\n",
"depl_sig 8625\n",
"joint_sig 541\n",
"conc_only 90\n",
"conc_depl 1737"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"summary = pd.Series({\n",
" \"genes_scored\": int(locat_df.shape[0]),\n",
" \"conc_sig\": int(locat_df[\"is_conc_sig\"].sum()),\n",
" \"depl_sig\": int(locat_df[\"is_depl_sig\"].sum()),\n",
" \"joint_sig\": int(locat_df[\"is_joint_sig\"].sum()),\n",
" \"conc_only\": int((locat_df[\"is_conc_sig\"] & ~locat_df[\"is_depl_sig\"]).sum()),\n",
" \"conc_depl\": int((locat_df[\"is_conc_sig\"] & locat_df[\"is_depl_sig\"]).sum()),\n",
"})\n",
"display(summary.to_frame(\"count\"))"
]
},
{
"cell_type": "markdown",
"id": "d9437cb3",
"metadata": {},
"source": [
"## Top genes\n",
"\n",
"A key feature of LOCAT is that it identifies genes that are not only concentrated in a specific region but also depleted elsewhere. Genes that are also depleted tend to be more specific markers of that region.\n",
"\n",
"We select the top 6 genes from each category and visualize their expression on the UMAP."
]
},
{
"cell_type": "markdown",
"id": "md-conc-only",
"metadata": {},
"source": [
"**Concentration-only** genes are significantly enriched in a specific region but are not absent from others. These tend to mark a cell type or state without being strictly excluded elsewhere. We rank by concentration strength (`zscore`)."
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "5cc90105",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
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" \n",
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" \n",
" \n",
" \n",
" IL7R \n",
" 12.4369 \n",
" 0.0 \n",
" 0.269713 \n",
" 0.073749 \n",
" 1062.0 \n",
" \n",
" \n",
" CXCR4 \n",
" 10.344442 \n",
" 0.0 \n",
" 0.109393 \n",
" 0.120904 \n",
" 1585.0 \n",
" \n",
" \n",
" LCK \n",
" 10.005871 \n",
" 0.0 \n",
" 1.0 \n",
" -0.038012 \n",
" 953.0 \n",
" \n",
" \n",
" MAL \n",
" 9.787817 \n",
" 0.0 \n",
" 1.0 \n",
" -0.013983 \n",
" 353.0 \n",
" \n",
" \n",
" CD27 \n",
" 9.176478 \n",
" 0.0 \n",
" 1.0 \n",
" -0.15102 \n",
" 632.0 \n",
" \n",
" \n",
" PRKCQ-AS1 \n",
" 8.890096 \n",
" 0.0 \n",
" 1.0 \n",
" -0.117591 \n",
" 445.0 \n",
" \n",
" \n",
"
\n",
"
"
],
"text/plain": [
" zscore concentration_pval depletion_pval max_deficit sample_size\n",
"gene \n",
"IL7R 12.4369 0.0 0.269713 0.073749 1062.0\n",
"CXCR4 10.344442 0.0 0.109393 0.120904 1585.0\n",
"LCK 10.005871 0.0 1.0 -0.038012 953.0\n",
"MAL 9.787817 0.0 1.0 -0.013983 353.0\n",
"CD27 9.176478 0.0 1.0 -0.15102 632.0\n",
"PRKCQ-AS1 8.890096 0.0 1.0 -0.117591 445.0"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"genes_conc_only = (locat_df[locat_df[\"is_conc_sig\"] & ~locat_df[\"is_depl_sig\"]]\n",
" .sort_values([\"zscore\", \"max_deficit\", \"concentration_pval\"], ascending=[False, False, True])\n",
" .index[:6])\n",
"locat_df.loc[genes_conc_only, [\"zscore\", \"concentration_pval\", \"depletion_pval\", \"max_deficit\", \"sample_size\"]]"
]
},
{
"cell_type": "markdown",
"id": "md-conc-depl",
"metadata": {},
"source": [
"**Concentration-plus-depletion** genes are both enriched in one region and absent from others — the strongest signature of spatial localization. We rank by depletion strength (`max_deficit`), which measures how large the gap is between where the gene is expected and where it is actually expressed."
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "code-conc-depl",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" \n",
" zscore \n",
" concentration_pval \n",
" depletion_pval \n",
" max_deficit \n",
" sample_size \n",
" \n",
" \n",
" gene \n",
" \n",
" \n",
" \n",
" \n",
" \n",
" \n",
" \n",
" \n",
" \n",
" VMO1 \n",
" 3.141256 \n",
" 0.000841 \n",
" 0.0 \n",
" 0.998259 \n",
" 29.0 \n",
" \n",
" \n",
" MYOF \n",
" 3.367864 \n",
" 0.000379 \n",
" 0.0 \n",
" 0.994927 \n",
" 31.0 \n",
" \n",
" \n",
" TNNT1 \n",
" 3.126928 \n",
" 0.000883 \n",
" 0.0 \n",
" 0.994738 \n",
" 32.0 \n",
" \n",
" \n",
" ARHGEF10L \n",
" 3.044539 \n",
" 0.001165 \n",
" 0.0 \n",
" 0.993925 \n",
" 29.0 \n",
" \n",
" \n",
" FXYD6 \n",
" 3.364742 \n",
" 0.000383 \n",
" 0.0 \n",
" 0.993377 \n",
" 31.0 \n",
" \n",
" \n",
" RNASE2 \n",
" 7.328457 \n",
" 0.0 \n",
" 0.0 \n",
" 0.991961 \n",
" 59.0 \n",
" \n",
" \n",
"
\n",
"
"
],
"text/plain": [
" zscore concentration_pval depletion_pval max_deficit sample_size\n",
"gene \n",
"VMO1 3.141256 0.000841 0.0 0.998259 29.0\n",
"MYOF 3.367864 0.000379 0.0 0.994927 31.0\n",
"TNNT1 3.126928 0.000883 0.0 0.994738 32.0\n",
"ARHGEF10L 3.044539 0.001165 0.0 0.993925 29.0\n",
"FXYD6 3.364742 0.000383 0.0 0.993377 31.0\n",
"RNASE2 7.328457 0.0 0.0 0.991961 59.0"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"genes_conc_depl = (locat_df[locat_df[\"is_conc_sig\"] & locat_df[\"is_depl_sig\"]]\n",
" .sort_values([\"max_deficit\", \"depletion_pval\", \"concentration_pval\"], ascending=[False, True, True])\n",
" .index[:6])\n",
"locat_df.loc[genes_conc_depl, [\"zscore\", \"concentration_pval\", \"depletion_pval\", \"max_deficit\", \"sample_size\"]]"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "4c01912d",
"metadata": {},
"outputs": [
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig = plot_grid(\n",
" adata_locat,\n",
" gene_lists=[genes_conc_only, genes_conc_depl],\n",
" titles=[\"Top conc-only\", \"Top conc + depleted\"],\n",
")"
]
},
{
"cell_type": "markdown",
"id": "e6ec8d23",
"metadata": {},
"source": [
"## Exporting results\n",
"The results table can be exported as a CSV and the figure as an SVG."
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "5e5ddacb2c6b16df",
"metadata": {},
"outputs": [],
"source": [
"locat_df[[\"zscore\", \"concentration_pval\", \"depletion_pval\", \"pval\", \"max_deficit\", \"sample_size\", \"K_components\"]]\\\n",
" .to_csv(\"PBMC_locat_results.csv\")"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "abac2d80108a86dd",
"metadata": {},
"outputs": [],
"source": [
"fig.savefig(\"locat_top_genes.svg\", bbox_inches=\"tight\")"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.13.5"
}
},
"nbformat": 4,
"nbformat_minor": 5
}