diff --git a/README.md b/README.md
index 050674a..483482a 100644
--- a/README.md
+++ b/README.md
@@ -1,8 +1,30 @@
 # Installation
 
-## pip
+We recommend CUDA 12.1 with `cu*` packages version ≥24.2 and <26.0. Ensure your CUDA driver version matches or exceeds your toolkit version (≥12.1 for CUDA 12.1). 
+Adjust package versions in the environment files below if your system requires a different package versions.
 
-Before installing **segger**, please install GPU-accelerated versions of PyTorch, RAPIDS, and related packages compatible with your system. *Please ensure all CUDA-enabled packages are compiled for the same CUDA version.*
+## Clone the repository
+```bash
+git clone https://github.com/dpeerlab/segger.git segger && cd segger
+```
+
+## Using `conda`
+```bash
+conda env create -n segger -f environment_cuda121.yml
+```
+
+Adjust `environment_cuda121.yml` for other CUDA versions (e.g., `environment_cuda118.yml` for CUDA 11.8).
+
+## Using `pixi`
+```bash
+pixi install -e cuda121
+```
+
+Adjust the environment name in `pixi.toml` as needed for other CUDA versions.
+
+## `pip`
+
+Install GPU-accelerated PyTorch and RAPIDS compatible with your CUDA version before installing **segger**. All CUDA-enabled packages must be compiled for the same CUDA version.
 
 - **PyTorch & torchvision:** [Installation guide](https://pytorch.org/get-started/locally/)
 - **torch_scatter:** [Installation guide](https://github.com/rusty1s/pytorch_scatter#installation)
@@ -28,7 +50,6 @@ pip install cupy-cuda12x
 
 ```bash
 # Clone segger repo and install locally
-git clone https://github.com/dpeerlab/segger.git segger && cd segger
 pip install -e .
 ```
 
diff --git a/environment_cuda121.yml b/environment_cuda121.yml
new file mode 100644
index 0000000..8377fcb
--- /dev/null
+++ b/environment_cuda121.yml
@@ -0,0 +1,29 @@
+channels:
+  - pytorch
+  - nvidia
+  - rapidsai
+  - conda-forge
+
+dependencies:
+  - python>=3.11,<3.12
+
+  # RAPIDS 24.10 — last release compatible with CUDA 12.1 runtime
+  - cuspatial=24.10
+  - cudf=24.10
+  - cuml=24.10
+  - cugraph=24.10
+  - cupy
+
+  - pip
+  - pip:
+      - --extra-index-url https://pypi.nvidia.com
+      - --extra-index-url https://download.pytorch.org/whl/cu121
+      - --find-links https://data.pyg.org/whl/torch-2.5.0+cu121.html
+      - torch==2.5.*
+      - torchvision==0.20.*
+      - lightning
+      - torch-geometric
+      - torch-scatter
+      - torch-sparse
+      - cupy-cuda12x>=12.2,<13.0
+      - --editable .
\ No newline at end of file
diff --git a/pixi.lock b/pixi.lock
new file mode 100644
index 0000000..6900a66
--- /dev/null
+++ b/pixi.lock
@@ -0,0 +1,3898 @@
+version: 6
+environments:
+  cuda121:
+    channels:
+    - url: https://conda.anaconda.org/pytorch/
+    - url: https://conda.anaconda.org/nvidia/
+    - url: https://conda.anaconda.org/rapidsai/
+    - url: https://conda.anaconda.org/conda-forge/
+    indexes:
+    - https://pypi.org/simple
+    - https://pypi.nvidia.com/
+    - https://download.pytorch.org/whl/cu121
+    find-links:
+    - url: https://data.pyg.org/whl/torch-2.5.0+cu121.html
+    options:
+      pypi-prerelease-mode: if-necessary-or-explicit
+    packages:
+      linux-64:
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-20_gnu.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-hda65f42_9.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2026.2.25-hbd8a1cb_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/icu-78.2-h33c6efd_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/libexpat-2.7.4-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/libgcc-15.2.0-he0feb66_18.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-15.2.0-h69a702a_18.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libgomp-15.2.0-he0feb66_18.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/libnsl-2.0.1-hb9d3cd8_1.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/libstdcxx-15.2.0-h934c35e_18.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/libxcrypt-4.4.36-hd590300_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/linux-64/ncurses-6.5-h2d0b736_3.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/python-3.11.14-hd63d673_3_cpython.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/readline-8.3-h853b02a_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/tzdata-2025c-hc9c84f9_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/a1/7e/6815aab7d3a56610891c76ef79095677b8b5be6646aaf00f69b221765021/aiohttp-3.13.3-cp311-cp311-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/4c/f4/4d0193dc5bab3af74e9560a8b45830d88ac707467d15ceff7e3df17adc41/anndata-0.12.10-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/a0/d3/54cd560804a8c2b898824778e86c13c2a14600bc83532a9c4f69f2f469c3/array_api_compat-1.14.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/3a/2a/7cc015f5b9f5db42b7d48157e23356022889fc354a2813c15934b7cb5c0e/attrs-25.4.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/06/f3/39cf3367b8107baa44f861dc802cbf16263c945b62d8265d36034fc07bea/cachetools-7.0.5-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/9a/3c/c17fb3ca2d9c3acff52e30b309f538586f9f5b9c9cf454f3845fc9af4881/certifi-2026.2.25-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/03/f4/44d3b830a20e89ff82a3134912d9a1cf6084d64f3b95dcad40f74449a654/charset_normalizer-3.4.5-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/98/78/01c019cdb5d6498122777c1a43056ebb3ebfeef2076d9d026bfe15583b2b/click-8.3.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/88/39/799be3f2f0f38cc727ee3b4f1445fe6d5e4133064ec2e4115069418a5bb6/cloudpickle-3.1.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/5f/4b/6157f24ca425b89fe2eb7e7be642375711ab671135be21e6faa100f7448c/contourpy-1.3.3-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/66/d5/bd4c03e9516d3cf788a270debe28d687e5c48b13a9931599bbddf01de302/cuda_bindings-12.9.6-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/92/de/8ca2b613042550dcf9ef50c596c8b1f602afda92cf9032ac28a73f6ee410/cuda_pathfinder-1.4.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/57/69/4a79126959ad6f1653504122ee1eb22d089dd6272d3fa37694dcdeb78ba5/cuda_python-12.9.6-py3-none-any.whl
+      - pypi: https://pypi.nvidia.com/cudf-cu12/cudf_cu12-24.10.1-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://pypi.nvidia.com/cugraph-cu12/cugraph_cu12-24.10.0-cp311-cp311-manylinux_2_28_x86_64.whl
+      - pypi: https://pypi.nvidia.com/cuml-cu12/cuml_cu12-24.10.0-cp311-cp311-manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/c4/f4/b61a6f12eb6e2b475bb748a21de123b744141444d50a79fd0b08f21ecacc/cupy_cuda12x-12.3.0-cp311-cp311-manylinux2014_x86_64.whl
+      - pypi: https://pypi.nvidia.com/cuspatial-cu12/cuspatial_cu12-24.10.0-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://pypi.nvidia.com/cuvs-cu12/cuvs_cu12-24.10.0-cp311-cp311-manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/e7/05/c19819d5e3d95294a6f5947fb9b9629efb316b96de511b418c53d245aae6/cycler-0.12.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/87/01/6ec7210775ea5e4989a10d89eda6c5ea7ff06caa614231ad533d74fecac8/cyclopts-4.8.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/bd/d2/1940b6362cf7785bcd63c152ce59a59e9413153e077cfba9192cb97eb1fd/dask-2024.9.0-py3-none-any.whl
+      - pypi: https://pypi.nvidia.com/dask-cuda/dask_cuda-24.10.0-py3-none-any.whl
+      - pypi: https://pypi.nvidia.com/dask-cudf-cu12/dask_cudf_cu12-24.10.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/f6/11/d758ed9f1e9d6917402c475a8512b0a0204873226479d47cc440e50404ec/dask_expr-1.1.14-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/a0/15/3746074e6a20e87de78c61fe8eb63a70ad01cf37f0ef1a8611fd7f9e5701/distributed-2024.9.0-py3-none-any.whl
+      - pypi: https://pypi.nvidia.com/distributed-ucxx-cu12/distributed_ucxx_cu12-0.40.0-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/0c/d5/c5db1ea3394c6e1732fb3286b3bd878b59507a8f77d32a2cebda7d7b7cd4/donfig-0.8.1.post1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/01/e2/5e5515562b2e9a56d84659377176aef7345da2c3c22909a1897fe27e14dd/fastrlock-0.8.3-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/a4/a5/842ae8f0c08b61d6484b52f99a03510a3a72d23141942d216ebe81fefbce/filelock-3.25.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/8a/d7/8e4845993ee233c2023d11babe9b3dae7d30333da1d792eeccebcb77baab/fonttools-4.62.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/11/b1/71a477adc7c36e5fb628245dfbdea2166feae310757dea848d02bd0689fd/frozenlist-1.8.0-cp311-cp311-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/3c/78/6a04792ace63a93e162f1305392d500ae8ddcb620e7eb88a22fd622b35bb/geopandas-1.1.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/f6/fd/33aa4ec62b290477181c55bb1c9302c9698c58c0ce9a6ab4874abc8b0d60/google_crc32c-1.8.0-cp311-cp311-manylinux1_x86_64.manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_5_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/52/a0/c1f604538ff6db22a0690be2dc44ab59178e115f63c917794e529356ab23/h5py-3.16.0-cp311-cp311-manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/0e/61/66938bbb5fc52dbdf84594873d5b51fb1f7c7794e9c0f5bd885f30bc507b/idna-3.11-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/49/fa/391e437a34e55095173dca5f24070d89cbc233ff85bf1c29c93248c6588d/imageio-2.37.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/fa/5e/f8e9a1d23b9c20a551a8a02ea3637b4642e22c2626e3a13a9a29cdea99eb/importlib_metadata-8.7.1-py3-none-any.whl
+      - pypi: https://download.pytorch.org/whl/jinja2-3.1.6-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/80/46/bddc13df6c2a40741e0cc7865bb1c9ed4796b6760bd04ce5fae3928ef917/kiwisolver-1.5.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/8a/a1/8d812e53a5da1687abb10445275d41a8b13adb781bbf7196ddbcf8d88505/lazy_loader-0.5-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/41/5b/058db09c45ba58a7321bdf2294cae651b37d6fec68117265af90cde043b0/legacy_api_wrap-1.5-py3-none-any.whl
+      - pypi: https://pypi.nvidia.com/libcudf-cu12/libcudf_cu12-24.10.1-py3-none-manylinux_2_28_x86_64.whl
+      - pypi: https://pypi.nvidia.com/libcuspatial-cu12/libcuspatial_cu12-24.10.0-py3-none-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/e7/e6/22eb000b2797c3fb3e781dfafb8dae82f2d1a85410d12607fbaba7f99557/libucx_cu12-1.17.0.post1-py3-none-manylinux_2_28_x86_64.whl
+      - pypi: https://pypi.nvidia.com/libucxx-cu12/libucxx_cu12-0.40.0-py3-none-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/4a/6d/42640e15a8c34b57dc7ea922152440c0c6692214a08d5282b6e3eb46ddf4/lightning-2.6.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/25/f4/ead6e0e37209b07c9baa3e984ccdb0348ca370b77cea3aaea8ddbb097e00/lightning_utilities-0.15.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/12/b5/99cf8772fdd846c07da4fd70f07812a3c8fd17ea2409522c946bb0f2b277/llvmlite-0.46.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/db/bc/83e112abc66cd466c6b83f99118035867cecd41802f8d044638aa78a106e/locket-1.0.0-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/94/54/e7d793b573f298e1c9013b8c4dade17d481164aa517d1d7148619c2cedbf/markdown_it_py-4.0.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/30/ac/0273f6fcb5f42e314c6d8cd99effae6a5354604d461b8d392b5ec9530a54/markupsafe-3.0.3-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/8f/a0/7024215e95d456de5883e6732e708d8187d9753a21d32f8ddb3befc0c445/matplotlib-3.10.8-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/b3/38/89ba8ad64ae25be8de66a6d463314cf1eb366222074cfda9ee839c56a4b4/mdurl-0.1.2-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/da/e0/6cc2e852837cd6086fe7d8406af4294e66827a60a4cf60b86575a4a65ca8/msgpack-1.1.2-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/5a/56/21b27c560c13822ed93133f08aa6372c53a8e067f11fbed37b4adcdac922/multidict-6.7.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/ef/82/7a9d0550484a62c6da82858ee9419f3dd1ccc9aa1c26a1e43da3ecd20b0d/natsort-8.4.0-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/19/16/aa6e3ba3cd45435c117d1101b278b646444ed05b7c712af631b91353f573/numba-0.64.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/54/4b/195ac84cc8f6077b4f0f421e8daee21b7f1bd88cb7716414234379fe68ec/numcodecs-0.16.5-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/3a/d0/edc009c27b406c4f9cbc79274d6e46d634d139075492ad055e3d68445925/numpy-1.26.4-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+      - pypi: https://pypi.nvidia.com/nvidia-cublas-cu12/nvidia_cublas_cu12-12.1.3.1-py3-none-manylinux1_x86_64.whl
+      - pypi: https://pypi.nvidia.com/nvidia-cuda-cupti-cu12/nvidia_cuda_cupti_cu12-12.1.105-py3-none-manylinux1_x86_64.whl
+      - pypi: https://pypi.nvidia.com/nvidia-cuda-nvrtc-cu12/nvidia_cuda_nvrtc_cu12-12.1.105-py3-none-manylinux1_x86_64.whl
+      - pypi: https://pypi.nvidia.com/nvidia-cuda-runtime-cu12/nvidia_cuda_runtime_cu12-12.1.105-py3-none-manylinux1_x86_64.whl
+      - pypi: https://download.pytorch.org/whl/cu121/nvidia_cudnn_cu12-9.1.0.70-py3-none-manylinux2014_x86_64.whl
+      - pypi: https://pypi.nvidia.com/nvidia-cufft-cu12/nvidia_cufft_cu12-11.0.2.54-py3-none-manylinux1_x86_64.whl
+      - pypi: https://pypi.nvidia.com/nvidia-curand-cu12/nvidia_curand_cu12-10.3.2.106-py3-none-manylinux1_x86_64.whl
+      - pypi: https://pypi.nvidia.com/nvidia-cusolver-cu12/nvidia_cusolver_cu12-11.4.5.107-py3-none-manylinux1_x86_64.whl
+      - pypi: https://pypi.nvidia.com/nvidia-cusparse-cu12/nvidia_cusparse_cu12-12.1.0.106-py3-none-manylinux1_x86_64.whl
+      - pypi: https://pypi.nvidia.com/nvidia-nccl-cu12/nvidia_nccl_cu12-2.21.5-py3-none-manylinux2014_x86_64.whl
+      - pypi: https://pypi.nvidia.com/nvidia-nvjitlink-cu12/nvidia_nvjitlink_cu12-12.9.86-py3-none-manylinux2010_x86_64.manylinux_2_12_x86_64.whl
+      - pypi: https://pypi.nvidia.com/nvidia-nvtx-cu12/nvidia_nvtx_cu12-12.1.105-py3-none-manylinux1_x86_64.whl
+      - pypi: https://pypi.nvidia.com/nvtx/nvtx-0.2.14-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/2c/8b/90eb44a40476fa0e71e05a0283947cfd74a5d36121a11d926ad6f3193cc4/opencv_python-4.11.0.86-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/b7/b9/c538f279a4e237a006a2c98387d081e9eb060d203d8ed34467cc0f0b9b53/packaging-26.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/fc/a5/4d82be566f069d7a9a702dcdf6f9106df0e0b042e738043c0cc7ddd7e3f6/pandas-2.2.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/71/e7/40fb618334dcdf7c5a316c0e7343c5cd82d3d866edc100d98e29bc945ecd/partd-1.4.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/f1/70/ba4b949bdc0490ab78d545459acd7702b211dfccf7eb89bbc1060f52818d/patsy-1.0.2-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/a2/c8/46dfeac5825e600579157eea177be43e2f7ff4a99da9d0d0a49533509ac5/pillow-12.1.1-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/a7/f8/fad8470d9701c1b208cc24919a661efdf565373e77e7d06400642a759285/polars-1.39.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/cf/60/c0d0b6720437685223457242a79f6bba443485ca85928645786479ebed86/polars_runtime_32-1.39.0-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/52/6a/57f43e054fb3d3a56ac9fc532bc684fc6169a26c75c353e65425b3e56eef/propcache-0.4.1-cp311-cp311-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/4c/21/9ca93b84b92ef927814cb7ba37f0774a484c849d58f0b692b16af8eebcfb/pyarrow-17.0.0-cp311-cp311-manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/c7/21/705964c7812476f378728bdf590ca4b771ec72385c533964653c68e86bdc/pygments-2.19.2-py3-none-any.whl
+      - pypi: https://pypi.nvidia.com/pylibcudf-cu12/pylibcudf_cu12-24.10.1-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://pypi.nvidia.com/pylibcugraph-cu12/pylibcugraph_cu12-24.10.0-cp311-cp311-manylinux_2_28_x86_64.whl
+      - pypi: https://pypi.nvidia.com/pylibraft-cu12/pylibraft_cu12-24.10.0-cp311-cp311-manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/b2/e6/94145d714402fd5ade00b5661f2d0ab981219e07f7db9bfa16786cdb9c04/pynndescent-0.6.0-py3-none-any.whl
+      - pypi: https://pypi.nvidia.com/pynvjitlink-cu12/pynvjitlink_cu12-0.7.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/cc/0a/47be6726fd13f1f4371fa858b506228ed12bc418c07ffcaa6c0f7ceedac0/pynvml-11.4.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/89/a4/0aef5837b4e11840f501e48e01c31242838476c4f4aff9c05e228a083982/pyogrio-0.12.1-cp311-cp311-manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/10/bd/c038d7cc38edc1aa5bf91ab8068b63d4308c66c4c8bb3cbba7dfbc049f9c/pyparsing-3.3.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/ad/ab/9bdb4a6216b712a1f9aab1c0fcbee5d3726f34a366f29c3e8c08a78d6b70/pyproj-3.7.2-cp311-cp311-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/10/99/781fe0c827be2742bcc775efefccb3b048a3a9c6ce9aec0cbf4a101677e5/pytz-2026.1.post1-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/71/60/917329f640924b18ff085ab889a11c763e0b573da888e8404ff486657602/pyyaml-6.0.3-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://pypi.nvidia.com/raft-dask-cu12/raft_dask_cu12-24.10.0-cp311-cp311-manylinux_2_28_x86_64.whl
+      - pypi: https://pypi.nvidia.com/rapids-dask-dependency/rapids_dask_dependency-24.10.0-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/14/25/b208c5683343959b670dc001595f2f3737e051da617f66c31f7c4fa93abc/rich-14.3.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/13/2f/b4530fbf948867702d0a3f27de4a6aab1d156f406d72852ab902c4d04de9/rich_rst-1.3.2-py3-none-any.whl
+      - pypi: https://pypi.nvidia.com/rmm-cu12/rmm_cu12-24.10.0-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/32/e9/c1d43543da87cd27e8e2a74db85cf0b6c5cff2d5f04a86bd584d2fbc2bb0/scanpy-1.11.5-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/a5/2a/e71c1a7d90e70da67b88ccc609bd6ae54798d5847369b15d3a8052232f9d/scikit_image-0.26.0-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/36/4d/4a67f30778a45d542bbea5db2dbfa1e9e100bf9ba64aefe34215ba9f11f6/scikit_learn-1.8.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/09/7d/af933f0f6e0767995b4e2d705a0665e454d1c19402aa7e895de3951ebb04/scipy-1.17.1-cp311-cp311-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/44/7c/64d18f2374e19ba9bee52dee885ec81f808a1863ed0995495b83319b88bc/session_info2-0.4-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/13/02/58b0b8d9c17c93ab6340edd8b7308c0c5a5b81f94ce65705819b7416dba5/shapely-2.1.2-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_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/32/46/9cb0e58b2deb7f82b84065f37f3bffeb12413f947f9388e4cac22c4621ce/sortedcontainers-2.4.0-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/40/c6/9ae8e9b0721e9b6eb5f340c3a0ce8cd7cce4f66e03dd81f80d60f111987f/statsmodels-0.14.6-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/b2/fe/81695a1aa331a842b582453b605175f419fe8540355886031328089d840a/sympy-1.13.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/02/be/5d2d47b1fb58943194fb59dcf222f7c4e35122ec0ffe8c36e18b5d728f0b/tblib-3.2.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/32/d5/f9a850d79b0851d1d4ef6456097579a9005b31fea68726a4ae5f2d82ddd9/threadpoolctl-3.6.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/1a/e4/e804505f87627cd8cdae9c010c47c4485fd8c1ce31a7dd0ab7fcc4707377/tifffile-2026.3.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/fb/12/5911ae3eeec47800503a238d971e51722ccea5feb8569b735184d5fcdbc0/toolz-1.1.0-py3-none-any.whl
+      - pypi: https://download.pytorch.org/whl/cu121/torch-2.5.1%2Bcu121-cp311-cp311-linux_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/1e/d3/4dffd7300500465e0b4a2ae917dcb2ce771de0b9a772670365799a27c024/torch_geometric-2.7.0-py3-none-any.whl
+      - pypi: https://data.pyg.org/whl/torch-2.5.0%2Bcu121/torch_scatter-2.1.2%2Bpt25cu121-cp311-cp311-linux_x86_64.whl
+      - pypi: https://data.pyg.org/whl/torch-2.5.0%2Bcu121/torch_sparse-0.6.18%2Bpt25cu121-cp311-cp311-linux_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/c3/a2/c7f6ebf546f8f644edf0f999aa98ece106986a77a7b922316bf6414ff825/torchmetrics-1.9.0-py3-none-any.whl
+      - pypi: https://download.pytorch.org/whl/cu121/torchvision-0.20.1%2Bcu121-cp311-cp311-linux_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/b2/04/7b5705d5b3c0fab088f434f9c83edac1573830ca49ccf29fb83bf7178eec/tornado-6.5.5-cp39-abi3-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_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/42/0e/c9aecfed527ef6bff91ea51036cfcf4b6f6218bc6f507cdf4dff0bb2c81f/treelite-4.3.0-py3-none-manylinux2014_x86_64.whl
+      - pypi: https://download.pytorch.org/whl/triton-3.1.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+      - pypi: https://download.pytorch.org/whl/typing_extensions-4.15.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/c7/b0/003792df09decd6849a5e39c28b513c06e84436a54440380862b5aeff25d/tzdata-2025.3-py2.py3-none-any.whl
+      - pypi: https://pypi.nvidia.com/ucx-py-cu12/ucx_py_cu12-0.40.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://pypi.nvidia.com/ucxx-cu12/ucxx_cu12-0.40.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/43/d2/fcf7192dd1cd8c090b6cfd53fa223c4fb2887a17c47e06bc356d44f40dfb/umap_learn-0.5.11-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/a5/86/cf2c0321dc3940a7aa73076f4fd677a0fb3e405cb297ead7d864fd90847e/xxhash-3.6.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/9a/64/c53487d9f4968045b8afa51aed7ca44f58b2589e772f32745f3744476c82/yarl-1.23.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/44/15/bb13b4913ef95ad5448490821eee4671d0e67673342e4d4070854e5fe081/zarr-3.1.5-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/80/ab/11a76c1e2126084fde2639514f24e6111b789b0bfa4fc6264a8975c7e1f1/zict-3.0.0-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/2e/54/647ade08bf0db230bfea292f893923872fd20be6ac6f53b2b936ba839d75/zipp-3.23.0-py3-none-any.whl
+      - pypi: ./
+  default:
+    channels:
+    - url: https://conda.anaconda.org/pytorch/
+    - url: https://conda.anaconda.org/nvidia/
+    - url: https://conda.anaconda.org/rapidsai/
+    - url: https://conda.anaconda.org/conda-forge/
+    indexes:
+    - https://pypi.org/simple
+    options:
+      pypi-prerelease-mode: if-necessary-or-explicit
+    packages:
+      linux-64:
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-20_gnu.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-hda65f42_9.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2026.2.25-hbd8a1cb_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/icu-78.2-h33c6efd_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/libexpat-2.7.4-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/libgcc-15.2.0-he0feb66_18.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-15.2.0-h69a702a_18.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libgomp-15.2.0-he0feb66_18.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/libnsl-2.0.1-hb9d3cd8_1.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/libstdcxx-15.2.0-h934c35e_18.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/libxcrypt-4.4.36-hd590300_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/linux-64/ncurses-6.5-h2d0b736_3.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/python-3.11.14-hd63d673_3_cpython.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/readline-8.3-h853b02a_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/tzdata-2025c-hc9c84f9_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.7-hb78ec9c_6.conda
+      - pypi: https://files.pythonhosted.org/packages/4c/f4/4d0193dc5bab3af74e9560a8b45830d88ac707467d15ceff7e3df17adc41/anndata-0.12.10-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/a0/d3/54cd560804a8c2b898824778e86c13c2a14600bc83532a9c4f69f2f469c3/array_api_compat-1.14.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/3a/2a/7cc015f5b9f5db42b7d48157e23356022889fc354a2813c15934b7cb5c0e/attrs-25.4.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/9a/3c/c17fb3ca2d9c3acff52e30b309f538586f9f5b9c9cf454f3845fc9af4881/certifi-2026.2.25-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/5f/4b/6157f24ca425b89fe2eb7e7be642375711ab671135be21e6faa100f7448c/contourpy-1.3.3-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/e7/05/c19819d5e3d95294a6f5947fb9b9629efb316b96de511b418c53d245aae6/cycler-0.12.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/8f/eb/1e8337755a70dc7d7ff10a73dc8f20e9352c9ad6c2256ed863ac95cd3539/cyclopts-4.6.0-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/0c/d5/c5db1ea3394c6e1732fb3286b3bd878b59507a8f77d32a2cebda7d7b7cd4/donfig-0.8.1.post1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/79/61/1ca198af22f7dd22c17ab86e9024ed3c06299cfdb08170640e9996d501a0/fonttools-4.61.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/54/e4/fac19dc34cb686c96011388b813ff7b858a70681e5ce6ce7698e5021b0f4/geopandas-1.1.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/f6/fd/33aa4ec62b290477181c55bb1c9302c9698c58c0ce9a6ab4874abc8b0d60/google_crc32c-1.8.0-cp311-cp311-manylinux1_x86_64.manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_5_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/8b/23/4ab1108e87851ccc69694b03b817d92e142966a6c4abd99e17db77f2c066/h5py-3.15.1-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/fb/fe/301e0936b79bcab4cacc7548bf2853fc28dced0a578bab1f7ef53c9aa75b/imageio-2.37.2-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/66/e1/e533435c0be77c3f64040d68d7a657771194a63c279f55573188161e81ca/kiwisolver-1.4.9-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/83/60/d497a310bde3f01cb805196ac61b7ad6dc5dcf8dce66634dc34364b20b4f/lazy_loader-0.4-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/41/5b/058db09c45ba58a7321bdf2294cae651b37d6fec68117265af90cde043b0/legacy_api_wrap-1.5-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/12/b5/99cf8772fdd846c07da4fd70f07812a3c8fd17ea2409522c946bb0f2b277/llvmlite-0.46.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/94/54/e7d793b573f298e1c9013b8c4dade17d481164aa517d1d7148619c2cedbf/markdown_it_py-4.0.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/8f/a0/7024215e95d456de5883e6732e708d8187d9753a21d32f8ddb3befc0c445/matplotlib-3.10.8-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/b3/38/89ba8ad64ae25be8de66a6d463314cf1eb366222074cfda9ee839c56a4b4/mdurl-0.1.2-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/9e/c9/b2622292ea83fbb4ec318f5b9ab867d0a28ab43c5717bb85b0a5f6b3b0a4/networkx-3.6.1-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/19/16/aa6e3ba3cd45435c117d1101b278b646444ed05b7c712af631b91353f573/numba-0.64.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/54/4b/195ac84cc8f6077b4f0f421e8daee21b7f1bd88cb7716414234379fe68ec/numcodecs-0.16.5-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/1b/46/6fa4ea94f1ddf969b2ee941290cca6f1bfac92b53c76ae5f44afe17ceb69/numpy-2.4.2-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/fd/55/b3b49a1b97aabcfbbd6c7326df9cb0b6fa0c0aefa8e89d500939e04aa229/opencv_python-4.13.0.92-cp37-abi3-manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/b7/b9/c538f279a4e237a006a2c98387d081e9eb060d203d8ed34467cc0f0b9b53/packaging-26.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/bf/c9/63f8d545568d9ab91476b1818b4741f521646cbdd151c6efebf40d6de6f7/pandas-2.3.3-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/f1/70/ba4b949bdc0490ab78d545459acd7702b211dfccf7eb89bbc1060f52818d/patsy-1.0.2-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/a2/c8/46dfeac5825e600579157eea177be43e2f7ff4a99da9d0d0a49533509ac5/pillow-12.1.1-cp311-cp311-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/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/0b/62/96459ef5b67957eac38a90f541d1c28833d1b367f014a482cb63f3b7cd2d/pyarrow-23.0.1-cp311-cp311-manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/c7/21/705964c7812476f378728bdf590ca4b771ec72385c533964653c68e86bdc/pygments-2.19.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/b2/e6/94145d714402fd5ade00b5661f2d0ab981219e07f7db9bfa16786cdb9c04/pynndescent-0.6.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/89/a4/0aef5837b4e11840f501e48e01c31242838476c4f4aff9c05e228a083982/pyogrio-0.12.1-cp311-cp311-manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/10/bd/c038d7cc38edc1aa5bf91ab8068b63d4308c66c4c8bb3cbba7dfbc049f9c/pyparsing-3.3.2-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/ad/ab/9bdb4a6216b712a1f9aab1c0fcbee5d3726f34a366f29c3e8c08a78d6b70/pyproj-3.7.2-cp311-cp311-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/10/99/781fe0c827be2742bcc775efefccb3b048a3a9c6ce9aec0cbf4a101677e5/pytz-2026.1.post1-py2.py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/71/60/917329f640924b18ff085ab889a11c763e0b573da888e8404ff486657602/pyyaml-6.0.3-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/14/25/b208c5683343959b670dc001595f2f3737e051da617f66c31f7c4fa93abc/rich-14.3.3-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/32/e9/c1d43543da87cd27e8e2a74db85cf0b6c5cff2d5f04a86bd584d2fbc2bb0/scanpy-1.11.5-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/a5/2a/e71c1a7d90e70da67b88ccc609bd6ae54798d5847369b15d3a8052232f9d/scikit_image-0.26.0-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/36/4d/4a67f30778a45d542bbea5db2dbfa1e9e100bf9ba64aefe34215ba9f11f6/scikit_learn-1.8.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/09/7d/af933f0f6e0767995b4e2d705a0665e454d1c19402aa7e895de3951ebb04/scipy-1.17.1-cp311-cp311-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/44/7c/64d18f2374e19ba9bee52dee885ec81f808a1863ed0995495b83319b88bc/session_info2-0.4-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/13/02/58b0b8d9c17c93ab6340edd8b7308c0c5a5b81f94ce65705819b7416dba5/shapely-2.1.2-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_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/40/c6/9ae8e9b0721e9b6eb5f340c3a0ce8cd7cce4f66e03dd81f80d60f111987f/statsmodels-0.14.6-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/32/d5/f9a850d79b0851d1d4ef6456097579a9005b31fea68726a4ae5f2d82ddd9/threadpoolctl-3.6.0-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/1a/e4/e804505f87627cd8cdae9c010c47c4485fd8c1ce31a7dd0ab7fcc4707377/tifffile-2026.3.3-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/18/67/36e9267722cc04a6b9f15c7f3441c2363321a3ea07da7ae0c0707beb2a9c/typing_extensions-4.15.0-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/43/d2/fcf7192dd1cd8c090b6cfd53fa223c4fb2887a17c47e06bc356d44f40dfb/umap_learn-0.5.11-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/44/15/bb13b4913ef95ad5448490821eee4671d0e67673342e4d4070854e5fe081/zarr-3.1.5-py3-none-any.whl
+      - pypi: ./
+packages:
+- conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-20_gnu.conda
+  build_number: 20
+  sha256: 1dd3fffd892081df9726d7eb7e0dea6198962ba775bd88842135a4ddb4deb3c9
+  md5: a9f577daf3de00bca7c3c76c0ecbd1de
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgomp >=7.5.0
+  constrains:
+  - openmp_impl <0.0a0
+  license: BSD-3-Clause
+  license_family: BSD
+  purls: []
+  size: 28948
+  timestamp: 1770939786096
+- pypi: https://files.pythonhosted.org/packages/0f/15/5bf3b99495fb160b63f95972b81750f18f7f4e02ad051373b669d17d44f2/aiohappyeyeballs-2.6.1-py3-none-any.whl
+  name: aiohappyeyeballs
+  version: 2.6.1
+  sha256: f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/a1/7e/6815aab7d3a56610891c76ef79095677b8b5be6646aaf00f69b221765021/aiohttp-3.13.3-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
+  name: aiohttp
+  version: 3.13.3
+  sha256: 9d4c940f02f49483b18b079d1c27ab948721852b281f8b015c058100e9421dd1
+  requires_dist:
+  - aiohappyeyeballs>=2.5.0
+  - aiosignal>=1.4.0
+  - async-timeout>=4.0,<6.0 ; python_full_version < '3.11'
+  - attrs>=17.3.0
+  - frozenlist>=1.1.1
+  - multidict>=4.5,<7.0
+  - propcache>=0.2.0
+  - yarl>=1.17.0,<2.0
+  - aiodns>=3.3.0 ; extra == 'speedups'
+  - brotli>=1.2 ; platform_python_implementation == 'CPython' and extra == 'speedups'
+  - brotlicffi>=1.2 ; platform_python_implementation != 'CPython' and extra == 'speedups'
+  - backports-zstd ; python_full_version < '3.14' and platform_python_implementation == 'CPython' and extra == 'speedups'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/fb/76/641ae371508676492379f16e2fa48f4e2c11741bd63c48be4b12a6b09cba/aiosignal-1.4.0-py3-none-any.whl
+  name: aiosignal
+  version: 1.4.0
+  sha256: 053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e
+  requires_dist:
+  - frozenlist>=1.1.0
+  - typing-extensions>=4.2 ; python_full_version < '3.13'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/4c/f4/4d0193dc5bab3af74e9560a8b45830d88ac707467d15ceff7e3df17adc41/anndata-0.12.10-py3-none-any.whl
+  name: anndata
+  version: 0.12.10
+  sha256: e3d940d8e34373dc250f998c1011c1da52721f980de9d83a0599daa2baa286e5
+  requires_dist:
+  - array-api-compat>=1.7.1
+  - h5py>=3.8
+  - legacy-api-wrap
+  - natsort
+  - numpy>=1.26
+  - packaging>=24.2
+  - pandas>=2.1.0,!=2.1.2,<3
+  - scipy>=1.12,!=1.17.0
+  - zarr>=2.18.7,!=3.0.*
+  - cupy-cuda11x ; extra == 'cu11'
+  - cupy-cuda12x ; extra == 'cu12'
+  - dask[array]>=2023.5.1,!=2024.8.*,!=2024.9.*,!=2025.2.*,!=2025.3.*,!=2025.4.*,!=2025.5.*,!=2025.6.*,!=2025.7.*,!=2025.8.* ; extra == 'dask'
+  - towncrier>=24.8.0 ; extra == 'dev'
+  - towncrier>=24.8.0 ; extra == 'dev-doc'
+  - awkward>=2.3 ; extra == 'doc'
+  - dask[array]>=2023.5.1,!=2024.8.*,!=2024.9.*,!=2025.2.*,!=2025.3.*,!=2025.4.*,!=2025.5.*,!=2025.6.*,!=2025.7.*,!=2025.8.* ; extra == 'doc'
+  - ipython ; extra == 'doc'
+  - myst-nb ; extra == 'doc'
+  - myst-parser ; extra == 'doc'
+  - scanpydoc[theme,typehints]>=0.15.3 ; extra == 'doc'
+  - sphinx-autodoc-typehints>=2.2.0 ; extra == 'doc'
+  - sphinx-book-theme>=1.1.0 ; extra == 'doc'
+  - sphinx-copybutton ; extra == 'doc'
+  - sphinx-design>=0.5.0 ; extra == 'doc'
+  - sphinx-issues>=5.0.1 ; extra == 'doc'
+  - sphinx-toolbox>=3.8.0 ; extra == 'doc'
+  - sphinx>=8.2.1,<9 ; extra == 'doc'
+  - sphinxext-opengraph ; extra == 'doc'
+  - towncrier>=24.8.0 ; extra == 'doc'
+  - cupy ; extra == 'gpu'
+  - aiohttp ; extra == 'lazy'
+  - dask[array]>=2023.5.1,!=2024.8.*,!=2024.9.*,!=2025.2.*,!=2025.3.*,!=2025.4.*,!=2025.5.*,!=2025.6.*,!=2025.7.*,!=2025.8.* ; extra == 'lazy'
+  - requests ; extra == 'lazy'
+  - xarray>=2025.6.1 ; extra == 'lazy'
+  - aiohttp ; extra == 'test'
+  - awkward>=2.3.2 ; extra == 'test'
+  - boltons ; extra == 'test'
+  - dask[array]>=2023.5.1,!=2024.8.*,!=2024.9.*,!=2025.2.*,!=2025.3.*,!=2025.4.*,!=2025.5.*,!=2025.6.*,!=2025.7.*,!=2025.8.* ; extra == 'test'
+  - dask[distributed] ; extra == 'test'
+  - filelock ; extra == 'test'
+  - joblib ; extra == 'test'
+  - loompy>=3.0.5 ; extra == 'test'
+  - matplotlib ; extra == 'test'
+  - openpyxl ; extra == 'test'
+  - pooch ; extra == 'test'
+  - pyarrow ; extra == 'test'
+  - pytest ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  - pytest-memray ; extra == 'test'
+  - pytest-mock ; extra == 'test'
+  - pytest-randomly ; extra == 'test'
+  - pytest-xdist[psutil] ; extra == 'test'
+  - requests ; extra == 'test'
+  - scanpy>=1.10 ; extra == 'test'
+  - scikit-learn ; extra == 'test'
+  - xarray>=2025.6.1 ; extra == 'test'
+  - awkward>=2.3.2 ; extra == 'test-min'
+  - boltons ; extra == 'test-min'
+  - dask[array]>=2023.5.1,!=2024.8.*,!=2024.9.*,!=2025.2.*,!=2025.3.*,!=2025.4.*,!=2025.5.*,!=2025.6.*,!=2025.7.*,!=2025.8.* ; extra == 'test-min'
+  - dask[distributed] ; extra == 'test-min'
+  - filelock ; extra == 'test-min'
+  - joblib ; extra == 'test-min'
+  - loompy>=3.0.5 ; extra == 'test-min'
+  - matplotlib ; extra == 'test-min'
+  - openpyxl ; extra == 'test-min'
+  - pooch ; extra == 'test-min'
+  - pyarrow ; extra == 'test-min'
+  - pytest ; extra == 'test-min'
+  - pytest-cov ; extra == 'test-min'
+  - pytest-memray ; extra == 'test-min'
+  - pytest-mock ; extra == 'test-min'
+  - pytest-randomly ; extra == 'test-min'
+  - pytest-xdist[psutil] ; extra == 'test-min'
+  - scanpy>=1.10 ; extra == 'test-min'
+  - scikit-learn ; extra == 'test-min'
+  requires_python: '>=3.11'
+- pypi: https://files.pythonhosted.org/packages/a0/d3/54cd560804a8c2b898824778e86c13c2a14600bc83532a9c4f69f2f469c3/array_api_compat-1.14.0-py3-none-any.whl
+  name: array-api-compat
+  version: 1.14.0
+  sha256: ed5af1f9b6595a199c942505f281ec994892556b6efc24679a0501e87a7d6279
+  requires_dist:
+  - cupy ; extra == 'cupy'
+  - dask>=2024.9.0 ; extra == 'dask'
+  - jax ; extra == 'jax'
+  - numpy>=1.22 ; extra == 'numpy'
+  - torch ; extra == 'pytorch'
+  - sparse>=0.15.1 ; extra == 'sparse'
+  - ndonnx ; extra == 'ndonnx'
+  - furo ; extra == 'docs'
+  - linkify-it-py ; extra == 'docs'
+  - myst-parser ; extra == 'docs'
+  - sphinx ; extra == 'docs'
+  - sphinx-copybutton ; extra == 'docs'
+  - sphinx-autobuild ; extra == 'docs'
+  - array-api-strict ; extra == 'dev'
+  - dask[array]>=2024.9.0 ; extra == 'dev'
+  - jax[cpu] ; extra == 'dev'
+  - ndonnx ; extra == 'dev'
+  - numpy>=1.22 ; extra == 'dev'
+  - pytest ; extra == 'dev'
+  - torch ; extra == 'dev'
+  - sparse>=0.15.1 ; extra == 'dev'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/3a/2a/7cc015f5b9f5db42b7d48157e23356022889fc354a2813c15934b7cb5c0e/attrs-25.4.0-py3-none-any.whl
+  name: attrs
+  version: 25.4.0
+  sha256: adcf7e2a1fb3b36ac48d97835bb6d8ade15b8dcce26aba8bf1d14847b57a3373
+  requires_python: '>=3.9'
+- conda: https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-hda65f42_9.conda
+  sha256: 0b75d45f0bba3e95dc693336fa51f40ea28c980131fec438afb7ce6118ed05f6
+  md5: d2ffd7602c02f2b316fd921d39876885
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=14
+  license: bzip2-1.0.6
+  license_family: BSD
+  purls: []
+  size: 260182
+  timestamp: 1771350215188
+- conda: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2026.2.25-hbd8a1cb_0.conda
+  sha256: 67cc7101b36421c5913a1687ef1b99f85b5d6868da3abbf6ec1a4181e79782fc
+  md5: 4492fd26db29495f0ba23f146cd5638d
+  depends:
+  - __unix
+  license: ISC
+  purls: []
+  size: 147413
+  timestamp: 1772006283803
+- pypi: https://files.pythonhosted.org/packages/06/f3/39cf3367b8107baa44f861dc802cbf16263c945b62d8265d36034fc07bea/cachetools-7.0.5-py3-none-any.whl
+  name: cachetools
+  version: 7.0.5
+  sha256: 46bc8ebefbe485407621d0a4264b23c080cedd913921bad7ac3ed2f26c183114
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/9a/3c/c17fb3ca2d9c3acff52e30b309f538586f9f5b9c9cf454f3845fc9af4881/certifi-2026.2.25-py3-none-any.whl
+  name: certifi
+  version: 2026.2.25
+  sha256: 027692e4402ad994f1c42e52a4997a9763c646b73e4096e4d5d6db8af1d6f0fa
+  requires_python: '>=3.7'
+- pypi: https://files.pythonhosted.org/packages/03/f4/44d3b830a20e89ff82a3134912d9a1cf6084d64f3b95dcad40f74449a654/charset_normalizer-3.4.5-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
+  name: charset-normalizer
+  version: 3.4.5
+  sha256: 5bcb3227c3d9aaf73eaaab1db7ccd80a8995c509ee9941e2aae060ca6e4e5d81
+  requires_python: '>=3.7'
+- pypi: https://files.pythonhosted.org/packages/98/78/01c019cdb5d6498122777c1a43056ebb3ebfeef2076d9d026bfe15583b2b/click-8.3.1-py3-none-any.whl
+  name: click
+  version: 8.3.1
+  sha256: 981153a64e25f12d547d3426c367a4857371575ee7ad18df2a6183ab0545b2a6
+  requires_dist:
+  - colorama ; sys_platform == 'win32'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/88/39/799be3f2f0f38cc727ee3b4f1445fe6d5e4133064ec2e4115069418a5bb6/cloudpickle-3.1.2-py3-none-any.whl
+  name: cloudpickle
+  version: 3.1.2
+  sha256: 9acb47f6afd73f60dc1df93bb801b472f05ff42fa6c84167d25cb206be1fbf4a
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/5f/4b/6157f24ca425b89fe2eb7e7be642375711ab671135be21e6faa100f7448c/contourpy-1.3.3-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
+  name: contourpy
+  version: 1.3.3
+  sha256: 51e79c1f7470158e838808d4a996fa9bac72c498e93d8ebe5119bc1e6becb0db
+  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'
+- pypi: https://files.pythonhosted.org/packages/66/d5/bd4c03e9516d3cf788a270debe28d687e5c48b13a9931599bbddf01de302/cuda_bindings-12.9.6-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
+  name: cuda-bindings
+  version: 12.9.6
+  sha256: e8519707644ea630a365b101703a9136f4cb144760cc2c73281c38a05e07d08d
+  requires_dist:
+  - cuda-pathfinder~=1.1
+  - nvidia-cuda-nvcc-cu12 ; extra == 'all'
+  - nvidia-cuda-nvrtc-cu12 ; extra == 'all'
+  - nvidia-nvjitlink-cu12>=12.3 ; extra == 'all'
+  - nvidia-nvfatbin-cu12 ; extra == 'all'
+  - nvidia-cufile-cu12 ; sys_platform == 'linux' and extra == 'all'
+  - cython>=3.2,<3.3 ; extra == 'test'
+  - setuptools>=77.0.0 ; extra == 'test'
+  - numpy>=1.21.1 ; extra == 'test'
+  - pytest>=6.2.4 ; extra == 'test'
+  - pytest-benchmark>=3.4.1 ; extra == 'test'
+  - pyglet>=2.1.9 ; extra == 'test'
+- pypi: https://files.pythonhosted.org/packages/92/de/8ca2b613042550dcf9ef50c596c8b1f602afda92cf9032ac28a73f6ee410/cuda_pathfinder-1.4.2-py3-none-any.whl
+  name: cuda-pathfinder
+  version: 1.4.2
+  sha256: eb354abc20278f8609dc5b666a24648655bef5613c6dfe78a238a6fd95566754
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/57/69/4a79126959ad6f1653504122ee1eb22d089dd6272d3fa37694dcdeb78ba5/cuda_python-12.9.6-py3-none-any.whl
+  name: cuda-python
+  version: 12.9.6
+  sha256: ed5cf30e1129729eecf4605dff6e8bce84f2d30c17b17c7e5ac4b76448de35d2
+  requires_dist:
+  - cuda-bindings~=12.9.6
+  - cuda-bindings[all]~=12.9.6 ; extra == 'all'
+- pypi: https://pypi.nvidia.com/cudf-cu12/cudf_cu12-24.10.1-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
+  name: cudf-cu12
+  version: 24.10.1
+  sha256: 8e3234eaf3570510e80725ea291ff7be44dccb34cedfbaa0176a3786ba7fa5f8
+  requires_dist:
+  - cachetools
+  - cuda-python>=12.0,<13.0a0
+  - cupy-cuda12x>=12.0.0
+  - fsspec>=0.6.0
+  - libcudf-cu12==24.10.*
+  - numba>=0.57
+  - numpy>=1.23,<3.0a0
+  - nvtx>=0.2.1
+  - packaging
+  - pandas>=2.0,<2.2.3.dev0
+  - pyarrow>=14.0.0,<18.0.0a0
+  - pylibcudf-cu12==24.10.*
+  - pynvjitlink-cu12
+  - rich
+  - rmm-cu12==24.10.*
+  - typing-extensions>=4.0.0
+  - cramjam ; extra == 'test'
+  - fastavro>=0.22.9 ; extra == 'test'
+  - hypothesis ; extra == 'test'
+  - msgpack ; extra == 'test'
+  - pytest-benchmark ; extra == 'test'
+  - pytest-cases>=3.8.2 ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  - pytest-xdist ; extra == 'test'
+  - pytest<8 ; extra == 'test'
+  - scipy ; extra == 'test'
+  - tokenizers==0.15.2 ; extra == 'test'
+  - transformers==4.39.3 ; extra == 'test'
+  - tzdata ; extra == 'test'
+  - ipython ; extra == 'pandas-tests'
+  - pandas[clipboard,compression,computation,excel,feather,fss,hdf5,html,output-formatting,parquet,performance,plot,pyarrow,spss,test,xml] ; extra == 'pandas-tests'
+  - pytest-reportlog ; extra == 'pandas-tests'
+  - ipython ; extra == 'cudf-pandas-tests'
+  - jupyter-client ; extra == 'cudf-pandas-tests'
+  - nbconvert ; extra == 'cudf-pandas-tests'
+  - nbformat ; extra == 'cudf-pandas-tests'
+  - openpyxl ; extra == 'cudf-pandas-tests'
+  requires_python: '>=3.10'
+- pypi: https://pypi.nvidia.com/cugraph-cu12/cugraph_cu12-24.10.0-cp311-cp311-manylinux_2_28_x86_64.whl
+  name: cugraph-cu12
+  version: 24.10.0
+  sha256: b30c15c6c3b49db70e4d4220c178589112ed4f23c09176bf378402fbaad14f82
+  requires_dist:
+  - cudf-cu12==24.10.*
+  - cupy-cuda12x>=12.0.0
+  - dask-cuda==24.10.*
+  - dask-cudf-cu12==24.10.*
+  - fsspec[http]>=0.6.0
+  - numba>=0.57
+  - numpy>=1.23,<3.0a0
+  - pylibcugraph-cu12==24.10.*
+  - raft-dask-cu12==24.10.*
+  - rapids-dask-dependency==24.10.*
+  - rmm-cu12==24.10.*
+  - ucx-py-cu12==0.40.*
+  - networkx>=2.5.1 ; extra == 'test'
+  - numpy>=1.23,<3.0a0 ; extra == 'test'
+  - pandas ; extra == 'test'
+  - pylibwholegraph-cu12==24.10.* ; extra == 'test'
+  - pytest ; extra == 'test'
+  - pytest-benchmark ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  - pytest-xdist ; extra == 'test'
+  - python-louvain ; extra == 'test'
+  - scikit-learn>=0.23.1 ; extra == 'test'
+  - scipy ; extra == 'test'
+  requires_python: '>=3.10'
+- pypi: https://pypi.nvidia.com/cuml-cu12/cuml_cu12-24.10.0-cp311-cp311-manylinux_2_28_x86_64.whl
+  name: cuml-cu12
+  version: 24.10.0
+  sha256: 85a88e55d3ae1e01c0a72a834fba92e5ec9e8b11959c4399449c658b43ccb63d
+  requires_dist:
+  - cudf-cu12==24.10.*
+  - cupy-cuda12x>=12.0.0
+  - cuvs-cu12==24.10.*
+  - dask-cuda==24.10.*
+  - dask-cudf-cu12==24.10.*
+  - joblib>=0.11
+  - numba>=0.57
+  - numpy>=1.23,<3.0a0
+  - nvidia-cublas-cu12
+  - nvidia-cufft-cu12
+  - nvidia-curand-cu12
+  - nvidia-cusolver-cu12
+  - nvidia-cusparse-cu12
+  - packaging
+  - pylibraft-cu12==24.10.*
+  - raft-dask-cu12==24.10.*
+  - rapids-dask-dependency==24.10.*
+  - rmm-cu12==24.10.*
+  - scipy>=1.8.0
+  - treelite==4.3.0
+  - cython>=3.0.0 ; extra == 'test'
+  - dask-ml ; extra == 'test'
+  - hdbscan>=0.8.38,<0.8.39 ; extra == 'test'
+  - hypothesis>=6.0,<7 ; extra == 'test'
+  - nltk ; extra == 'test'
+  - numpydoc ; extra == 'test'
+  - pynndescent ; extra == 'test'
+  - pytest-benchmark ; extra == 'test'
+  - pytest-cases ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  - pytest-xdist ; extra == 'test'
+  - pytest==7.* ; extra == 'test'
+  - scikit-learn==1.5 ; extra == 'test'
+  - seaborn ; extra == 'test'
+  - setuptools ; extra == 'test'
+  - statsmodels ; extra == 'test'
+  - umap-learn==0.5.6 ; extra == 'test'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/c4/f4/b61a6f12eb6e2b475bb748a21de123b744141444d50a79fd0b08f21ecacc/cupy_cuda12x-12.3.0-cp311-cp311-manylinux2014_x86_64.whl
+  name: cupy-cuda12x
+  version: 12.3.0
+  sha256: 49626a975c87008a11b67a43ca4b5bd00c3029e093430511c83cbda422b6a89f
+  requires_dist:
+  - numpy>=1.20,<1.29
+  - fastrlock>=0.5
+  - scipy>=1.6,<1.14 ; extra == 'all'
+  - cython>=0.29.22,<3 ; extra == 'all'
+  - optuna>=2.0 ; extra == 'all'
+  - autopep8==1.5.5 ; extra == 'stylecheck'
+  - flake8==3.8.4 ; extra == 'stylecheck'
+  - pbr==5.5.1 ; extra == 'stylecheck'
+  - pycodestyle==2.6.0 ; extra == 'stylecheck'
+  - mypy==1.4.1 ; extra == 'stylecheck'
+  - types-setuptools==57.4.14 ; extra == 'stylecheck'
+  - pytest>=7.2 ; extra == 'test'
+  - hypothesis>=6.37.2,<6.55.0 ; extra == 'test'
+  requires_python: '>=3.8'
+- pypi: https://pypi.nvidia.com/cuspatial-cu12/cuspatial_cu12-24.10.0-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
+  name: cuspatial-cu12
+  version: 24.10.0
+  sha256: f1a234aec1f5151fe604b1e01df789b2320726ef549a0d67d795740b01868402
+  requires_dist:
+  - cudf-cu12==24.10.*
+  - geopandas>=1.0.0
+  - libcudf-cu12==24.10.*
+  - libcuspatial-cu12==24.10.*
+  - numpy>=1.23,<3.0a0
+  - pylibcudf-cu12==24.10.*
+  - rmm-cu12==24.10.*
+  - pytest ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  - pytest-xdist ; extra == 'test'
+  requires_python: '>=3.10'
+- pypi: https://pypi.nvidia.com/cuvs-cu12/cuvs_cu12-24.10.0-cp311-cp311-manylinux_2_28_x86_64.whl
+  name: cuvs-cu12
+  version: 24.10.0
+  sha256: 53a663fd5d008aaa7d7cc2d52bc2189f0e1d3410df52409ad57be5eadebbb40c
+  requires_dist:
+  - cuda-python>=12.0,<13.0a0
+  - numpy>=1.23,<3.0a0
+  - nvidia-cublas-cu12
+  - nvidia-curand-cu12
+  - nvidia-cusolver-cu12
+  - nvidia-cusparse-cu12
+  - pylibraft-cu12==24.10.*
+  - cupy-cuda12x>=12.0.0 ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  - pytest==7.* ; extra == 'test'
+  - scikit-learn ; extra == 'test'
+  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'
+- pypi: https://files.pythonhosted.org/packages/8f/eb/1e8337755a70dc7d7ff10a73dc8f20e9352c9ad6c2256ed863ac95cd3539/cyclopts-4.6.0-py3-none-any.whl
+  name: cyclopts
+  version: 4.6.0
+  sha256: 0a891cb55bfd79a3cdce024db8987b33316aba11071e5258c21ac12a640ba9f2
+  requires_dist:
+  - attrs>=23.1.0
+  - docstring-parser>=0.15,<4.0
+  - rich-rst>=1.3.1,<2.0.0
+  - rich>=13.6.0
+  - tomli>=2.0.0 ; python_full_version < '3.11'
+  - typing-extensions>=4.8.0 ; python_full_version < '3.11'
+  - ipdb>=0.13.9 ; extra == 'debug'
+  - line-profiler>=3.5.1 ; extra == 'debug'
+  - coverage[toml]>=5.1 ; extra == 'dev'
+  - mkdocs>=1.4.0 ; extra == 'dev'
+  - pre-commit>=2.16.0 ; extra == 'dev'
+  - pydantic>=2.11.2,<3.0.0 ; extra == 'dev'
+  - pytest-cov>=3.0.0 ; extra == 'dev'
+  - pytest-mock>=3.7.0 ; extra == 'dev'
+  - pytest>=8.2.0 ; extra == 'dev'
+  - pyyaml>=6.0.1 ; extra == 'dev'
+  - syrupy>=4.0.0 ; extra == 'dev'
+  - toml>=0.10.2,<1.0.0 ; extra == 'dev'
+  - trio>=0.10.0 ; extra == 'dev'
+  - gitpython>=3.1.31 ; extra == 'docs'
+  - myst-parser[linkify]>=3.0.1,<5.0.0 ; extra == 'docs'
+  - sphinx-autodoc-typehints>=1.25.2,<4.0.0 ; extra == 'docs'
+  - sphinx-copybutton>=0.5,<1.0 ; extra == 'docs'
+  - sphinx-rtd-dark-mode>=1.3.0,<2.0.0 ; extra == 'docs'
+  - sphinx-rtd-theme>=3.0.0,<4.0.0 ; extra == 'docs'
+  - sphinx>=7.4.7,<8.2.0 ; extra == 'docs'
+  - markdown>=3.3 ; extra == 'mkdocs'
+  - mkdocs>=1.4.0 ; extra == 'mkdocs'
+  - pymdown-extensions>=10.0 ; extra == 'mkdocs'
+  - tomli>=2.0.0 ; python_full_version < '3.11' and extra == 'toml'
+  - trio>=0.10.0 ; extra == 'trio'
+  - pyyaml>=6.0.1 ; extra == 'yaml'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/87/01/6ec7210775ea5e4989a10d89eda6c5ea7ff06caa614231ad533d74fecac8/cyclopts-4.8.0-py3-none-any.whl
+  name: cyclopts
+  version: 4.8.0
+  sha256: ef353da05fec36587d4ebce7a6e4b27515d775d184a23bab4b01426f93ddc8d4
+  requires_dist:
+  - attrs>=23.1.0
+  - docstring-parser>=0.15,<4.0
+  - rich-rst>=1.3.1,<2.0.0
+  - rich>=13.6.0
+  - tomli>=2.0.0 ; python_full_version < '3.11'
+  - typing-extensions>=4.8.0 ; python_full_version < '3.11'
+  - ipdb>=0.13.9 ; extra == 'debug'
+  - line-profiler>=3.5.1 ; extra == 'debug'
+  - coverage[toml]>=5.1 ; extra == 'dev'
+  - mkdocs>=1.4.0 ; extra == 'dev'
+  - pre-commit>=2.16.0 ; extra == 'dev'
+  - pydantic>=2.11.2,<3.0.0 ; extra == 'dev'
+  - pytest-cov>=3.0.0 ; extra == 'dev'
+  - pytest-mock>=3.7.0 ; extra == 'dev'
+  - pytest>=8.2.0 ; extra == 'dev'
+  - pyyaml>=6.0.1 ; extra == 'dev'
+  - syrupy>=4.0.0 ; extra == 'dev'
+  - toml>=0.10.2,<1.0.0 ; extra == 'dev'
+  - trio>=0.10.0 ; extra == 'dev'
+  - gitpython>=3.1.31 ; extra == 'docs'
+  - myst-parser[linkify]>=3.0.1,<5.0.0 ; extra == 'docs'
+  - sphinx-autodoc-typehints>=1.25.2,<4.0.0 ; extra == 'docs'
+  - sphinx-copybutton>=0.5,<1.0 ; extra == 'docs'
+  - sphinx-rtd-dark-mode>=1.3.0,<2.0.0 ; extra == 'docs'
+  - sphinx-rtd-theme>=3.0.0,<4.0.0 ; extra == 'docs'
+  - sphinx>=7.4.7,<8.2.0 ; extra == 'docs'
+  - markdown>=3.3 ; extra == 'mkdocs'
+  - mkdocs>=1.4.0 ; extra == 'mkdocs'
+  - pymdown-extensions>=10.0 ; extra == 'mkdocs'
+  - tomli>=2.0.0 ; python_full_version < '3.11' and extra == 'toml'
+  - trio>=0.10.0 ; extra == 'trio'
+  - pyyaml>=6.0.1 ; extra == 'yaml'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/bd/d2/1940b6362cf7785bcd63c152ce59a59e9413153e077cfba9192cb97eb1fd/dask-2024.9.0-py3-none-any.whl
+  name: dask
+  version: 2024.9.0
+  sha256: ceede9cfd418178a01ec3d11a0cde3f46678bd4a292ba84b57bbb401ce3f1cb8
+  requires_dist:
+  - click>=8.1
+  - cloudpickle>=3.0.0
+  - fsspec>=2021.9.0
+  - packaging>=20.0
+  - partd>=1.4.0
+  - pyyaml>=5.3.1
+  - toolz>=0.10.0
+  - importlib-metadata>=4.13.0 ; python_full_version < '3.12'
+  - numpy>=1.24 ; extra == 'array'
+  - dask[array,dataframe,diagnostics,distributed] ; extra == 'complete'
+  - pyarrow>=14.0.1 ; extra == 'complete'
+  - lz4>=4.3.2 ; extra == 'complete'
+  - dask[array] ; extra == 'dataframe'
+  - pandas>=2.0 ; extra == 'dataframe'
+  - dask-expr>=1.1,<1.2 ; extra == 'dataframe'
+  - bokeh>=3.1.0 ; extra == 'diagnostics'
+  - jinja2>=2.10.3 ; extra == 'diagnostics'
+  - distributed==2024.9.0 ; extra == 'distributed'
+  - pandas[test] ; extra == 'test'
+  - pytest ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  - pytest-rerunfailures ; extra == 'test'
+  - pytest-timeout ; extra == 'test'
+  - pytest-xdist ; extra == 'test'
+  - pre-commit ; extra == 'test'
+  requires_python: '>=3.10'
+- pypi: https://pypi.nvidia.com/dask-cuda/dask_cuda-24.10.0-py3-none-any.whl
+  name: dask-cuda
+  version: 24.10.0
+  sha256: 3666ba38169c6c4448c698c0fe05d3fe5bb9b1c13b6de86030c7e6ad3e2dc2be
+  requires_dist:
+  - click>=8.1
+  - numba>=0.57
+  - numpy>=1.23,<3.0a0
+  - pandas>=1.3
+  - pynvml>=11.0.0,<11.5
+  - rapids-dask-dependency==24.10.*
+  - zict>=2.0.0
+  - numpydoc>=1.1.0 ; extra == 'docs'
+  - sphinx ; extra == 'docs'
+  - sphinx-click>=2.7.1 ; extra == 'docs'
+  - sphinx-rtd-theme>=0.5.1 ; extra == 'docs'
+  - cudf==24.10.* ; extra == 'test'
+  - dask-cudf==24.10.* ; extra == 'test'
+  - kvikio==24.10.* ; extra == 'test'
+  - pytest ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  - ucx-py==0.40.* ; extra == 'test'
+  requires_python: '>=3.10'
+- pypi: https://pypi.nvidia.com/dask-cudf-cu12/dask_cudf_cu12-24.10.1-py3-none-any.whl
+  name: dask-cudf-cu12
+  version: 24.10.1
+  sha256: 9f04be126ffc5921298c51d2888572ac0e31ac77a9dd67920ecec1a1b40978e8
+  requires_dist:
+  - cudf-cu12==24.10.*
+  - cupy-cuda12x>=12.0.0
+  - fsspec>=0.6.0
+  - numpy>=1.23,<3.0a0
+  - pandas>=2.0,<2.2.3.dev0
+  - rapids-dask-dependency==24.10.*
+  - dask-cuda==24.10.* ; extra == 'test'
+  - numba>=0.57 ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  - pytest-xdist ; extra == 'test'
+  - pytest<8 ; extra == 'test'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/f6/11/d758ed9f1e9d6917402c475a8512b0a0204873226479d47cc440e50404ec/dask_expr-1.1.14-py3-none-any.whl
+  name: dask-expr
+  version: 1.1.14
+  sha256: 86a59c51a84d88b6a653f5b4e2c578213a349a963206dcd29219e4826560ada2
+  requires_dist:
+  - dask==2024.9.0
+  - pyarrow>=14.0.1
+  - pandas>=2
+  - crick ; extra == 'analyze'
+  - distributed ; extra == 'analyze'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/a0/15/3746074e6a20e87de78c61fe8eb63a70ad01cf37f0ef1a8611fd7f9e5701/distributed-2024.9.0-py3-none-any.whl
+  name: distributed
+  version: 2024.9.0
+  sha256: d3a6407efffd3ab70a7f3a068be0f15c7ba36adc4fc666ed3d3505ced2c79cbe
+  requires_dist:
+  - click>=8.0
+  - cloudpickle>=3.0.0
+  - dask==2024.9.0
+  - jinja2>=2.10.3
+  - locket>=1.0.0
+  - msgpack>=1.0.2
+  - packaging>=20.0
+  - psutil>=5.8.0
+  - pyyaml>=5.4.1
+  - sortedcontainers>=2.0.5
+  - tblib>=1.6.0
+  - toolz>=0.11.2
+  - tornado>=6.2.0
+  - urllib3>=1.26.5
+  - zict>=3.0.0
+  requires_python: '>=3.10'
+- pypi: https://pypi.nvidia.com/distributed-ucxx-cu12/distributed_ucxx_cu12-0.40.0-py3-none-any.whl
+  name: distributed-ucxx-cu12
+  version: 0.40.0
+  sha256: 07d05b85e8449840e157c35b25131f6b7678ff33c5294d2cafbf7fc9968750be
+  requires_dist:
+  - numba>=0.57.1
+  - rapids-dask-dependency==24.10.*
+  - ucxx-cu12==0.40.*
+  - sphinx ; extra == 'docs'
+  - sphinx-click>=2.7.1 ; extra == 'docs'
+  - sphinx-rtd-theme>=0.5.1 ; extra == 'docs'
+  - cudf-cu12==24.10.* ; extra == 'test'
+  - cupy-cuda12x>=12.0.0 ; extra == 'test'
+  - numpy>=1.23,<3.0a0 ; extra == 'test'
+  - pytest-rerunfailures ; extra == 'test'
+  - pytest==7.* ; extra == 'test'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/55/e2/2537ebcff11c1ee1ff17d8d0b6f4db75873e3b0fb32c2d4a2ee31ecb310a/docstring_parser-0.17.0-py3-none-any.whl
+  name: docstring-parser
+  version: 0.17.0
+  sha256: cf2569abd23dce8099b300f9b4fa8191e9582dda731fd533daf54c4551658708
+  requires_dist:
+  - pre-commit>=2.16.0 ; python_full_version >= '3.9' and extra == 'dev'
+  - pydoctor>=25.4.0 ; extra == 'dev'
+  - pytest ; extra == 'dev'
+  - pydoctor>=25.4.0 ; extra == 'docs'
+  - pytest ; extra == 'test'
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/02/10/5da547df7a391dcde17f59520a231527b8571e6f46fc8efb02ccb370ab12/docutils-0.22.4-py3-none-any.whl
+  name: docutils
+  version: 0.22.4
+  sha256: d0013f540772d1420576855455d050a2180186c91c15779301ac2ccb3eeb68de
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/0c/d5/c5db1ea3394c6e1732fb3286b3bd878b59507a8f77d32a2cebda7d7b7cd4/donfig-0.8.1.post1-py3-none-any.whl
+  name: donfig
+  version: 0.8.1.post1
+  sha256: 2a3175ce74a06109ff9307d90a230f81215cbac9a751f4d1c6194644b8204f9d
+  requires_dist:
+  - pyyaml
+  - sphinx>=4.0.0 ; extra == 'docs'
+  - numpydoc ; extra == 'docs'
+  - pytest ; extra == 'docs'
+  - cloudpickle ; extra == 'docs'
+  - pytest ; extra == 'test'
+  - cloudpickle ; extra == 'test'
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/01/e2/5e5515562b2e9a56d84659377176aef7345da2c3c22909a1897fe27e14dd/fastrlock-0.8.3-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_28_x86_64.whl
+  name: fastrlock
+  version: 0.8.3
+  sha256: 04bb5eef8f460d13b8c0084ea5a9d3aab2c0573991c880c0a34a56bb14951d30
+- pypi: https://files.pythonhosted.org/packages/a4/a5/842ae8f0c08b61d6484b52f99a03510a3a72d23141942d216ebe81fefbce/filelock-3.25.2-py3-none-any.whl
+  name: filelock
+  version: 3.25.2
+  sha256: ca8afb0da15f229774c9ad1b455ed96e85a81373065fb10446672f64444ddf70
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/79/61/1ca198af22f7dd22c17ab86e9024ed3c06299cfdb08170640e9996d501a0/fonttools-4.61.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+  name: fonttools
+  version: 4.61.1
+  sha256: 75c1a6dfac6abd407634420c93864a1e274ebc1c7531346d9254c0d8f6ca00f9
+  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'
+- pypi: https://files.pythonhosted.org/packages/8a/d7/8e4845993ee233c2023d11babe9b3dae7d30333da1d792eeccebcb77baab/fonttools-4.62.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+  name: fonttools
+  version: 4.62.0
+  sha256: 591220d5333264b1df0d3285adbdfe2af4f6a45bbf9ca2b485f97c9f577c49ff
+  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'
+- pypi: https://files.pythonhosted.org/packages/11/b1/71a477adc7c36e5fb628245dfbdea2166feae310757dea848d02bd0689fd/frozenlist-1.8.0-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
+  name: frozenlist
+  version: 1.8.0
+  sha256: 2552f44204b744fba866e573be4c1f9048d6a324dfe14475103fd51613eb1d1f
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/e6/ab/fb21f4c939bb440104cc2b396d3be1d9b7a9fd3c6c2a53d98c45b3d7c954/fsspec-2026.2.0-py3-none-any.whl
+  name: fsspec
+  version: 2026.2.0
+  sha256: 98de475b5cb3bd66bedd5c4679e87b4fdfe1a3bf4d707b151b3c07e58c9a2437
+  requires_dist:
+  - adlfs ; extra == 'abfs'
+  - adlfs ; extra == 'adl'
+  - pyarrow>=1 ; extra == 'arrow'
+  - dask ; extra == 'dask'
+  - distributed ; extra == 'dask'
+  - pre-commit ; extra == 'dev'
+  - ruff>=0.5 ; extra == 'dev'
+  - numpydoc ; extra == 'doc'
+  - sphinx ; extra == 'doc'
+  - sphinx-design ; extra == 'doc'
+  - sphinx-rtd-theme ; extra == 'doc'
+  - yarl ; extra == 'doc'
+  - dropbox ; extra == 'dropbox'
+  - dropboxdrivefs ; extra == 'dropbox'
+  - requests ; extra == 'dropbox'
+  - adlfs ; extra == 'full'
+  - aiohttp!=4.0.0a0,!=4.0.0a1 ; extra == 'full'
+  - dask ; extra == 'full'
+  - distributed ; extra == 'full'
+  - dropbox ; extra == 'full'
+  - dropboxdrivefs ; extra == 'full'
+  - fusepy ; extra == 'full'
+  - gcsfs>2024.2.0 ; extra == 'full'
+  - libarchive-c ; extra == 'full'
+  - ocifs ; extra == 'full'
+  - panel ; extra == 'full'
+  - paramiko ; extra == 'full'
+  - pyarrow>=1 ; extra == 'full'
+  - pygit2 ; extra == 'full'
+  - requests ; extra == 'full'
+  - s3fs>2024.2.0 ; extra == 'full'
+  - smbprotocol ; extra == 'full'
+  - tqdm ; extra == 'full'
+  - fusepy ; extra == 'fuse'
+  - gcsfs>2024.2.0 ; extra == 'gcs'
+  - pygit2 ; extra == 'git'
+  - requests ; extra == 'github'
+  - gcsfs ; extra == 'gs'
+  - panel ; extra == 'gui'
+  - pyarrow>=1 ; extra == 'hdfs'
+  - aiohttp!=4.0.0a0,!=4.0.0a1 ; extra == 'http'
+  - libarchive-c ; extra == 'libarchive'
+  - ocifs ; extra == 'oci'
+  - s3fs>2024.2.0 ; extra == 's3'
+  - paramiko ; extra == 'sftp'
+  - smbprotocol ; extra == 'smb'
+  - paramiko ; extra == 'ssh'
+  - aiohttp!=4.0.0a0,!=4.0.0a1 ; extra == 'test'
+  - numpy ; extra == 'test'
+  - pytest ; extra == 'test'
+  - pytest-asyncio!=0.22.0 ; extra == 'test'
+  - pytest-benchmark ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  - pytest-mock ; extra == 'test'
+  - pytest-recording ; extra == 'test'
+  - pytest-rerunfailures ; extra == 'test'
+  - requests ; extra == 'test'
+  - aiobotocore>=2.5.4,<3.0.0 ; extra == 'test-downstream'
+  - dask[dataframe,test] ; extra == 'test-downstream'
+  - moto[server]>4,<5 ; extra == 'test-downstream'
+  - pytest-timeout ; extra == 'test-downstream'
+  - xarray ; extra == 'test-downstream'
+  - adlfs ; extra == 'test-full'
+  - aiohttp!=4.0.0a0,!=4.0.0a1 ; extra == 'test-full'
+  - backports-zstd ; python_full_version < '3.14' and extra == 'test-full'
+  - cloudpickle ; extra == 'test-full'
+  - dask ; extra == 'test-full'
+  - distributed ; extra == 'test-full'
+  - dropbox ; extra == 'test-full'
+  - dropboxdrivefs ; extra == 'test-full'
+  - fastparquet ; extra == 'test-full'
+  - fusepy ; extra == 'test-full'
+  - gcsfs ; extra == 'test-full'
+  - jinja2 ; extra == 'test-full'
+  - kerchunk ; extra == 'test-full'
+  - libarchive-c ; extra == 'test-full'
+  - lz4 ; extra == 'test-full'
+  - notebook ; extra == 'test-full'
+  - numpy ; extra == 'test-full'
+  - ocifs ; extra == 'test-full'
+  - pandas<3.0.0 ; extra == 'test-full'
+  - panel ; extra == 'test-full'
+  - paramiko ; extra == 'test-full'
+  - pyarrow ; extra == 'test-full'
+  - pyarrow>=1 ; extra == 'test-full'
+  - pyftpdlib ; extra == 'test-full'
+  - pygit2 ; extra == 'test-full'
+  - pytest ; extra == 'test-full'
+  - pytest-asyncio!=0.22.0 ; extra == 'test-full'
+  - pytest-benchmark ; extra == 'test-full'
+  - pytest-cov ; extra == 'test-full'
+  - pytest-mock ; extra == 'test-full'
+  - pytest-recording ; extra == 'test-full'
+  - pytest-rerunfailures ; extra == 'test-full'
+  - python-snappy ; extra == 'test-full'
+  - requests ; extra == 'test-full'
+  - smbprotocol ; extra == 'test-full'
+  - 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'
+- pypi: https://files.pythonhosted.org/packages/54/e4/fac19dc34cb686c96011388b813ff7b858a70681e5ce6ce7698e5021b0f4/geopandas-1.1.2-py3-none-any.whl
+  name: geopandas
+  version: 1.1.2
+  sha256: 2bb0b1052cb47378addb4ba54c47f8d4642dcbda9b61375638274f49d9f0bb0d
+  requires_dist:
+  - numpy>=1.24
+  - pyogrio>=0.7.2
+  - packaging
+  - pandas>=2.0.0
+  - pyproj>=3.5.0
+  - shapely>=2.0.0
+  - psycopg[binary]>=3.1.0 ; extra == 'all'
+  - sqlalchemy>=2.0 ; extra == 'all'
+  - geopy ; extra == 'all'
+  - matplotlib>=3.7 ; extra == 'all'
+  - mapclassify>=2.5 ; extra == 'all'
+  - xyzservices ; extra == 'all'
+  - folium ; extra == 'all'
+  - geoalchemy2 ; extra == 'all'
+  - pyarrow>=10.0.0 ; extra == 'all'
+  - scipy ; extra == 'all'
+  - pytest>=3.1.0 ; extra == 'dev'
+  - pytest-cov ; extra == 'dev'
+  - pytest-xdist ; extra == 'dev'
+  - codecov ; extra == 'dev'
+  - pre-commit ; extra == 'dev'
+  - ruff ; extra == 'dev'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/3c/78/6a04792ace63a93e162f1305392d500ae8ddcb620e7eb88a22fd622b35bb/geopandas-1.1.3-py3-none-any.whl
+  name: geopandas
+  version: 1.1.3
+  sha256: 90d62a64f95eaa3be2ccc115c5f3d6e24208bb11983b390fdc0621a3eccd0230
+  requires_dist:
+  - numpy>=1.24
+  - pyogrio>=0.7.2
+  - packaging
+  - pandas>=2.0.0
+  - pyproj>=3.5.0
+  - shapely>=2.0.0
+  - psycopg[binary]>=3.1.0 ; extra == 'all'
+  - sqlalchemy>=2.0 ; extra == 'all'
+  - geopy ; extra == 'all'
+  - matplotlib>=3.7 ; extra == 'all'
+  - mapclassify>=2.5 ; extra == 'all'
+  - xyzservices ; extra == 'all'
+  - folium ; extra == 'all'
+  - geoalchemy2 ; extra == 'all'
+  - pyarrow>=10.0.0 ; extra == 'all'
+  - scipy ; extra == 'all'
+  - pointpats>=2.5.3 ; extra == 'all'
+  - pytest>=3.1.0 ; extra == 'dev'
+  - pytest-cov ; extra == 'dev'
+  - pytest-xdist ; extra == 'dev'
+  - codecov ; extra == 'dev'
+  - pre-commit ; extra == 'dev'
+  - ruff ; extra == 'dev'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/f6/fd/33aa4ec62b290477181c55bb1c9302c9698c58c0ce9a6ab4874abc8b0d60/google_crc32c-1.8.0-cp311-cp311-manylinux1_x86_64.manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_5_x86_64.whl
+  name: google-crc32c
+  version: 1.8.0
+  sha256: 19b40d637a54cb71e0829179f6cb41835f0fbd9e8eb60552152a8b52c36cbe15
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/8b/23/4ab1108e87851ccc69694b03b817d92e142966a6c4abd99e17db77f2c066/h5py-3.15.1-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
+  name: h5py
+  version: 3.15.1
+  sha256: 5b849ba619a066196169763c33f9f0f02e381156d61c03e000bb0100f9950faf
+  requires_dist:
+  - numpy>=1.21.2
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/52/a0/c1f604538ff6db22a0690be2dc44ab59178e115f63c917794e529356ab23/h5py-3.16.0-cp311-cp311-manylinux_2_28_x86_64.whl
+  name: h5py
+  version: 3.16.0
+  sha256: fb1720028d99040792bb2fb31facb8da44a6f29df7697e0b84f0d79aff2e9bd3
+  requires_dist:
+  - numpy>=1.21.2
+  requires_python: '>=3.10'
+- conda: https://conda.anaconda.org/conda-forge/linux-64/icu-78.2-h33c6efd_0.conda
+  sha256: 142a722072fa96cf16ff98eaaf641f54ab84744af81754c292cb81e0881c0329
+  md5: 186a18e3ba246eccfc7cff00cd19a870
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=14
+  - libstdcxx >=14
+  license: MIT
+  license_family: MIT
+  purls: []
+  size: 12728445
+  timestamp: 1767969922681
+- pypi: https://files.pythonhosted.org/packages/0e/61/66938bbb5fc52dbdf84594873d5b51fb1f7c7794e9c0f5bd885f30bc507b/idna-3.11-py3-none-any.whl
+  name: idna
+  version: '3.11'
+  sha256: 771a87f49d9defaf64091e6e6fe9c18d4833f140bd19464795bc32d966ca37ea
+  requires_dist:
+  - ruff>=0.6.2 ; extra == 'all'
+  - mypy>=1.11.2 ; extra == 'all'
+  - pytest>=8.3.2 ; extra == 'all'
+  - flake8>=7.1.1 ; extra == 'all'
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/fb/fe/301e0936b79bcab4cacc7548bf2853fc28dced0a578bab1f7ef53c9aa75b/imageio-2.37.2-py3-none-any.whl
+  name: imageio
+  version: 2.37.2
+  sha256: ad9adfb20335d718c03de457358ed69f141021a333c40a53e57273d8a5bd0b9b
+  requires_dist:
+  - numpy
+  - pillow>=8.3.2
+  - imageio-ffmpeg ; extra == 'ffmpeg'
+  - psutil ; extra == 'ffmpeg'
+  - fsspec[http] ; extra == 'freeimage'
+  - pillow-heif ; extra == 'pillow-heif'
+  - tifffile ; extra == 'tifffile'
+  - av ; extra == 'pyav'
+  - astropy ; extra == 'fits'
+  - rawpy ; extra == 'rawpy'
+  - numpy>2 ; extra == 'rawpy'
+  - gdal ; extra == 'gdal'
+  - itk ; extra == 'itk'
+  - black ; extra == 'linting'
+  - flake8 ; extra == 'linting'
+  - pytest ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  - fsspec[github] ; extra == 'test'
+  - sphinx<6 ; extra == 'docs'
+  - numpydoc ; extra == 'docs'
+  - pydata-sphinx-theme ; extra == 'docs'
+  - pytest ; extra == 'dev'
+  - pytest-cov ; extra == 'dev'
+  - fsspec[github] ; extra == 'dev'
+  - black ; extra == 'dev'
+  - flake8 ; extra == 'dev'
+  - av ; extra == 'all-plugins'
+  - astropy ; extra == 'all-plugins'
+  - fsspec[http] ; extra == 'all-plugins'
+  - imageio-ffmpeg ; extra == 'all-plugins'
+  - numpy>2 ; extra == 'all-plugins'
+  - pillow-heif ; extra == 'all-plugins'
+  - psutil ; extra == 'all-plugins'
+  - rawpy ; extra == 'all-plugins'
+  - tifffile ; extra == 'all-plugins'
+  - fsspec[http] ; extra == 'all-plugins-pypy'
+  - imageio-ffmpeg ; extra == 'all-plugins-pypy'
+  - pillow-heif ; extra == 'all-plugins-pypy'
+  - psutil ; extra == 'all-plugins-pypy'
+  - tifffile ; extra == 'all-plugins-pypy'
+  - astropy ; extra == 'full'
+  - av ; extra == 'full'
+  - black ; extra == 'full'
+  - flake8 ; extra == 'full'
+  - fsspec[github,http] ; extra == 'full'
+  - imageio-ffmpeg ; extra == 'full'
+  - numpydoc ; extra == 'full'
+  - numpy>2 ; extra == 'full'
+  - pillow-heif ; extra == 'full'
+  - psutil ; extra == 'full'
+  - pydata-sphinx-theme ; extra == 'full'
+  - pytest ; extra == 'full'
+  - pytest-cov ; extra == 'full'
+  - rawpy ; extra == 'full'
+  - sphinx<6 ; extra == 'full'
+  - tifffile ; extra == 'full'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/49/fa/391e437a34e55095173dca5f24070d89cbc233ff85bf1c29c93248c6588d/imageio-2.37.3-py3-none-any.whl
+  name: imageio
+  version: 2.37.3
+  sha256: 46f5bb8522cd421c0f5ae104d8268f569d856b29eb1a13b92829d1970f32c9f0
+  requires_dist:
+  - numpy
+  - pillow>=8.3.2
+  - imageio-ffmpeg ; extra == 'ffmpeg'
+  - psutil ; extra == 'ffmpeg'
+  - fsspec[http] ; extra == 'freeimage'
+  - pillow-heif ; extra == 'pillow-heif'
+  - tifffile ; extra == 'tifffile'
+  - av ; extra == 'pyav'
+  - astropy ; extra == 'fits'
+  - rawpy ; extra == 'rawpy'
+  - numpy>2 ; extra == 'rawpy'
+  - gdal ; extra == 'gdal'
+  - itk ; extra == 'itk'
+  - black ; extra == 'linting'
+  - flake8 ; extra == 'linting'
+  - pytest ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  - fsspec[github] ; extra == 'test'
+  - sphinx<6 ; extra == 'docs'
+  - numpydoc ; extra == 'docs'
+  - pydata-sphinx-theme ; extra == 'docs'
+  - pytest ; extra == 'dev'
+  - pytest-cov ; extra == 'dev'
+  - fsspec[github] ; extra == 'dev'
+  - black ; extra == 'dev'
+  - flake8 ; extra == 'dev'
+  - av ; extra == 'all-plugins'
+  - astropy ; extra == 'all-plugins'
+  - fsspec[http] ; extra == 'all-plugins'
+  - imageio-ffmpeg ; extra == 'all-plugins'
+  - numpy>2 ; extra == 'all-plugins'
+  - pillow-heif ; extra == 'all-plugins'
+  - psutil ; extra == 'all-plugins'
+  - rawpy ; extra == 'all-plugins'
+  - tifffile ; extra == 'all-plugins'
+  - fsspec[http] ; extra == 'all-plugins-pypy'
+  - imageio-ffmpeg ; extra == 'all-plugins-pypy'
+  - pillow-heif ; extra == 'all-plugins-pypy'
+  - psutil ; extra == 'all-plugins-pypy'
+  - tifffile ; extra == 'all-plugins-pypy'
+  - astropy ; extra == 'full'
+  - av ; extra == 'full'
+  - black ; extra == 'full'
+  - flake8 ; extra == 'full'
+  - fsspec[github,http] ; extra == 'full'
+  - imageio-ffmpeg ; extra == 'full'
+  - numpydoc ; extra == 'full'
+  - numpy>2 ; extra == 'full'
+  - pillow-heif ; extra == 'full'
+  - psutil ; extra == 'full'
+  - pydata-sphinx-theme ; extra == 'full'
+  - pytest ; extra == 'full'
+  - pytest-cov ; extra == 'full'
+  - rawpy ; extra == 'full'
+  - sphinx<6 ; extra == 'full'
+  - tifffile ; extra == 'full'
+  requires_python: '>=3.10'
+- 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'
+- pypi: https://download.pytorch.org/whl/jinja2-3.1.6-py3-none-any.whl
+  name: jinja2
+  version: 3.1.6
+  requires_dist:
+  - markupsafe>=2.0
+  - babel>=2.7 ; extra == 'i18n'
+  requires_python: '>=3.7'
+- pypi: https://files.pythonhosted.org/packages/7b/91/984aca2ec129e2757d1e4e3c81c3fcda9d0f85b74670a094cc443d9ee949/joblib-1.5.3-py3-none-any.whl
+  name: joblib
+  version: 1.5.3
+  sha256: 5fc3c5039fc5ca8c0276333a188bbd59d6b7ab37fe6632daa76bc7f9ec18e713
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/66/e1/e533435c0be77c3f64040d68d7a657771194a63c279f55573188161e81ca/kiwisolver-1.4.9-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+  name: kiwisolver
+  version: 1.4.9
+  sha256: dc1ae486f9abcef254b5618dfb4113dd49f94c68e3e027d03cf0143f3f772b61
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/80/46/bddc13df6c2a40741e0cc7865bb1c9ed4796b6760bd04ce5fae3928ef917/kiwisolver-1.5.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+  name: kiwisolver
+  version: 1.5.0
+  sha256: 2517e24d7315eb51c10664cdb865195df38ab74456c677df67bb47f12d088a27
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/83/60/d497a310bde3f01cb805196ac61b7ad6dc5dcf8dce66634dc34364b20b4f/lazy_loader-0.4-py3-none-any.whl
+  name: lazy-loader
+  version: '0.4'
+  sha256: 342aa8e14d543a154047afb4ba8ef17f5563baad3fc610d7b15b213b0f119efc
+  requires_dist:
+  - packaging
+  - importlib-metadata ; python_full_version < '3.8'
+  - changelist==0.5 ; extra == 'dev'
+  - pre-commit==3.7.0 ; extra == 'lint'
+  - pytest>=7.4 ; extra == 'test'
+  - pytest-cov>=4.1 ; extra == 'test'
+  requires_python: '>=3.7'
+- pypi: https://files.pythonhosted.org/packages/8a/a1/8d812e53a5da1687abb10445275d41a8b13adb781bbf7196ddbcf8d88505/lazy_loader-0.5-py3-none-any.whl
+  name: lazy-loader
+  version: '0.5'
+  sha256: ab0ea149e9c554d4ffeeb21105ac60bed7f3b4fd69b1d2360a4add51b170b005
+  requires_dist:
+  - packaging
+  - pytest>=8.0 ; extra == 'test'
+  - pytest-cov>=5.0 ; extra == 'test'
+  - coverage[toml]>=7.2 ; extra == 'test'
+  - pre-commit==4.3.0 ; extra == 'lint'
+  - changelist==0.5 ; extra == 'dev'
+  - spin==0.15 ; extra == 'dev'
+  requires_python: '>=3.9'
+- 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: 725507
+  timestamp: 1770267139900
+- pypi: https://files.pythonhosted.org/packages/41/5b/058db09c45ba58a7321bdf2294cae651b37d6fec68117265af90cde043b0/legacy_api_wrap-1.5-py3-none-any.whl
+  name: legacy-api-wrap
+  version: '1.5'
+  sha256: 5a8ea50e3e3bcbcdec3447b77034fd0d32cb2cf4089db799238708e4d7e0098d
+  requires_dist:
+  - anyconfig[toml]>=0.14 ; extra == 'test'
+  - coverage ; extra == 'test'
+  - coverage-rich ; extra == 'test'
+  - pytest ; extra == 'test'
+  - typer<0.14 ; extra == 'test'
+  requires_python: '>=3.9'
+- pypi: https://pypi.nvidia.com/libcudf-cu12/libcudf_cu12-24.10.1-py3-none-manylinux_2_28_x86_64.whl
+  name: libcudf-cu12
+  version: 24.10.1
+  sha256: 59eaabf315efb7da8e3d6add14806d4f41b4fd664a9d636d72c1638c9574882a
+  requires_python: '>=3.10'
+- pypi: https://pypi.nvidia.com/libcuspatial-cu12/libcuspatial_cu12-24.10.0-py3-none-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
+  name: libcuspatial-cu12
+  version: 24.10.0
+  sha256: 793e7bedfa4b197955e711925baf6938ee909e65ff59639a1d385d73d5041a88
+  requires_dist:
+  - libcudf-cu12==24.10.*
+  requires_python: '>=3.10'
+- conda: https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.7.4-hecca717_0.conda
+  sha256: d78f1d3bea8c031d2f032b760f36676d87929b18146351c4464c66b0869df3f5
+  md5: e7f7ce06ec24cfcfb9e36d28cf82ba57
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=14
+  constrains:
+  - expat 2.7.4.*
+  license: MIT
+  license_family: MIT
+  purls: []
+  size: 76798
+  timestamp: 1771259418166
+- conda: https://conda.anaconda.org/conda-forge/linux-64/libffi-3.5.2-h3435931_0.conda
+  sha256: 31f19b6a88ce40ebc0d5a992c131f57d919f73c0b92cd1617a5bec83f6e961e6
+  md5: a360c33a5abe61c07959e449fa1453eb
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=14
+  license: MIT
+  license_family: MIT
+  purls: []
+  size: 58592
+  timestamp: 1769456073053
+- conda: https://conda.anaconda.org/conda-forge/linux-64/libgcc-15.2.0-he0feb66_18.conda
+  sha256: faf7d2017b4d718951e3a59d081eb09759152f93038479b768e3d612688f83f5
+  md5: 0aa00f03f9e39fb9876085dee11a85d4
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - _openmp_mutex >=4.5
+  constrains:
+  - libgcc-ng ==15.2.0=*_18
+  - libgomp 15.2.0 he0feb66_18
+  license: GPL-3.0-only WITH GCC-exception-3.1
+  license_family: GPL
+  purls: []
+  size: 1041788
+  timestamp: 1771378212382
+- conda: https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-15.2.0-h69a702a_18.conda
+  sha256: e318a711400f536c81123e753d4c797a821021fb38970cebfb3f454126016893
+  md5: d5e96b1ed75ca01906b3d2469b4ce493
+  depends:
+  - libgcc 15.2.0 he0feb66_18
+  license: GPL-3.0-only WITH GCC-exception-3.1
+  license_family: GPL
+  purls: []
+  size: 27526
+  timestamp: 1771378224552
+- conda: https://conda.anaconda.org/conda-forge/linux-64/libgomp-15.2.0-he0feb66_18.conda
+  sha256: 21337ab58e5e0649d869ab168d4e609b033509de22521de1bfed0c031bfc5110
+  md5: 239c5e9546c38a1e884d69effcf4c882
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  license: GPL-3.0-only WITH GCC-exception-3.1
+  license_family: GPL
+  purls: []
+  size: 603262
+  timestamp: 1771378117851
+- conda: https://conda.anaconda.org/conda-forge/linux-64/liblzma-5.8.2-hb03c661_0.conda
+  sha256: 755c55ebab181d678c12e49cced893598f2bab22d582fbbf4d8b83c18be207eb
+  md5: c7c83eecbb72d88b940c249af56c8b17
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=14
+  constrains:
+  - xz 5.8.2.*
+  license: 0BSD
+  purls: []
+  size: 113207
+  timestamp: 1768752626120
+- conda: https://conda.anaconda.org/conda-forge/linux-64/libnsl-2.0.1-hb9d3cd8_1.conda
+  sha256: 927fe72b054277cde6cb82597d0fcf6baf127dcbce2e0a9d8925a68f1265eef5
+  md5: d864d34357c3b65a4b731f78c0801dc4
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=13
+  license: LGPL-2.1-only
+  license_family: GPL
+  purls: []
+  size: 33731
+  timestamp: 1750274110928
+- conda: https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.51.2-hf4e2dac_0.conda
+  sha256: 04596fcee262a870e4b7c9807224680ff48d4d0cc0dac076a602503d3dc6d217
+  md5: da5be73701eecd0e8454423fd6ffcf30
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - icu >=78.2,<79.0a0
+  - libgcc >=14
+  - libzlib >=1.3.1,<2.0a0
+  license: blessing
+  purls: []
+  size: 942808
+  timestamp: 1768147973361
+- conda: https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-15.2.0-h934c35e_18.conda
+  sha256: 78668020064fdaa27e9ab65cd2997e2c837b564ab26ce3bf0e58a2ce1a525c6e
+  md5: 1b08cd684f34175e4514474793d44bcb
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc 15.2.0 he0feb66_18
+  constrains:
+  - libstdcxx-ng ==15.2.0=*_18
+  license: GPL-3.0-only WITH GCC-exception-3.1
+  license_family: GPL
+  purls: []
+  size: 5852330
+  timestamp: 1771378262446
+- pypi: https://files.pythonhosted.org/packages/e7/e6/22eb000b2797c3fb3e781dfafb8dae82f2d1a85410d12607fbaba7f99557/libucx_cu12-1.17.0.post1-py3-none-manylinux_2_28_x86_64.whl
+  name: libucx-cu12
+  version: 1.17.0.post1
+  sha256: 3e4a68a2df02ad0efe6135819a879078a904effb0d9c563a2104cb9b71aa5b59
+  requires_python: '>=3.9'
+- pypi: https://pypi.nvidia.com/libucxx-cu12/libucxx_cu12-0.40.0-py3-none-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
+  name: libucxx-cu12
+  version: 0.40.0
+  sha256: eb00c16bea61814456a92307f36e7b8b6746c4a04b31a3f28d89bbb4025bc120
+  requires_dist:
+  - libucx-cu12>=1.15.0,<1.18
+- conda: https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.41.3-h5347b49_0.conda
+  sha256: 1a7539cfa7df00714e8943e18de0b06cceef6778e420a5ee3a2a145773758aee
+  md5: db409b7c1720428638e7c0d509d3e1b5
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=14
+  license: BSD-3-Clause
+  license_family: BSD
+  purls: []
+  size: 40311
+  timestamp: 1766271528534
+- conda: https://conda.anaconda.org/conda-forge/linux-64/libxcrypt-4.4.36-hd590300_1.conda
+  sha256: 6ae68e0b86423ef188196fff6207ed0c8195dd84273cb5623b85aa08033a410c
+  md5: 5aa797f8787fe7a17d1b0821485b5adc
+  depends:
+  - libgcc-ng >=12
+  license: LGPL-2.1-or-later
+  purls: []
+  size: 100393
+  timestamp: 1702724383534
+- conda: https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.1-hb9d3cd8_2.conda
+  sha256: d4bfe88d7cb447768e31650f06257995601f89076080e76df55e3112d4e47dc4
+  md5: edb0dca6bc32e4f4789199455a1dbeb8
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=13
+  constrains:
+  - zlib 1.3.1 *_2
+  license: Zlib
+  license_family: Other
+  purls: []
+  size: 60963
+  timestamp: 1727963148474
+- pypi: https://files.pythonhosted.org/packages/4a/6d/42640e15a8c34b57dc7ea922152440c0c6692214a08d5282b6e3eb46ddf4/lightning-2.6.1-py3-none-any.whl
+  name: lightning
+  version: 2.6.1
+  sha256: 30e1adac23004c713663928541bd72ecb1371b7abc9aff9f46b7fd2644988d30
+  requires_dist:
+  - pyyaml>5.4,<8.0
+  - fsspec[http]>=2022.5.0,<2028.0
+  - lightning-utilities>=0.10.0,<2.0
+  - packaging>=23.0,<27.0
+  - torch>=2.1.0,<4.0
+  - torchmetrics>0.7.0,<3.0
+  - tqdm>=4.57.0,<6.0
+  - typing-extensions>4.5.0,<6.0
+  - pytorch-lightning
+  - hydra-core>=1.2.0,<2.0 ; extra == 'fabric-extra'
+  - bitsandbytes>=0.45.2,<1.0 ; sys_platform != 'darwin' and extra == 'fabric-strategies'
+  - deepspeed>=0.15.0,<0.17.0 ; sys_platform != 'darwin' and sys_platform != 'win32' and extra == 'fabric-strategies'
+  - click==8.1.8 ; python_full_version < '3.11' and extra == 'fabric-test'
+  - click==8.3.1 ; python_full_version >= '3.11' and extra == 'fabric-test'
+  - coverage==7.10.7 ; python_full_version < '3.10' and extra == 'fabric-test'
+  - coverage==7.13.1 ; python_full_version >= '3.10' and extra == 'fabric-test'
+  - huggingface-hub ; extra == 'fabric-test'
+  - numpy>1.21.0,<2.0 ; python_full_version < '3.12' and extra == 'fabric-test'
+  - numpy>2.1.0,<3.0 ; python_full_version >= '3.12' and extra == 'fabric-test'
+  - pytest-cov==7.0.0 ; extra == 'fabric-test'
+  - pytest-random-order==1.2.0 ; extra == 'fabric-test'
+  - pytest-rerunfailures==16.0.1 ; python_full_version < '3.10' and extra == 'fabric-test'
+  - pytest-rerunfailures==16.1 ; python_full_version >= '3.10' and extra == 'fabric-test'
+  - pytest-timeout==2.4.0 ; extra == 'fabric-test'
+  - pytest==9.0.2 ; extra == 'fabric-test'
+  - tensorboardx>=2.6,<3.0 ; extra == 'fabric-test'
+  - torchmetrics>=0.10.0,<2.0 ; extra == 'fabric-examples'
+  - torchvision>=0.16.0,<1.0 ; extra == 'fabric-examples'
+  - bitsandbytes>=0.45.2,<1.0 ; sys_platform != 'darwin' and extra == 'pytorch-extra'
+  - hydra-core>=1.2.0,<2.0 ; extra == 'pytorch-extra'
+  - jsonargparse[jsonnet,signatures]>=4.39.0,<5.0 ; extra == 'pytorch-extra'
+  - matplotlib>3.1,<4.0 ; extra == 'pytorch-extra'
+  - omegaconf>=2.2.3,<3.0 ; extra == 'pytorch-extra'
+  - rich>=12.3.0,<15.0 ; extra == 'pytorch-extra'
+  - tensorboardx>=2.2,<3.0 ; extra == 'pytorch-extra'
+  - deepspeed>=0.15.0,<0.17.0 ; sys_platform != 'darwin' and sys_platform != 'win32' and extra == 'pytorch-strategies'
+  - cloudpickle>=1.3,<4.0 ; extra == 'pytorch-test'
+  - coverage==7.10.7 ; python_full_version < '3.10' and extra == 'pytorch-test'
+  - coverage==7.13.1 ; python_full_version >= '3.10' and extra == 'pytorch-test'
+  - fastapi ; extra == 'pytorch-test'
+  - huggingface-hub ; extra == 'pytorch-test'
+  - numpy>1.21.0,<2.0 ; python_full_version < '3.12' and extra == 'pytorch-test'
+  - numpy>2.1.0,<3.0 ; python_full_version >= '3.12' and extra == 'pytorch-test'
+  - onnx>1.12.0,<2.0 ; extra == 'pytorch-test'
+  - onnxruntime>=1.12.0,<2.0 ; extra == 'pytorch-test'
+  - onnxscript>=0.1.0,<1.0 ; extra == 'pytorch-test'
+  - pandas>2.0,<3.0 ; extra == 'pytorch-test'
+  - psutil<8.0 ; extra == 'pytorch-test'
+  - pytest-cov==7.0.0 ; extra == 'pytorch-test'
+  - pytest-random-order==1.2.0 ; extra == 'pytorch-test'
+  - pytest-rerunfailures==16.0.1 ; python_full_version < '3.10' and extra == 'pytorch-test'
+  - pytest-rerunfailures==16.1 ; python_full_version >= '3.10' and extra == 'pytorch-test'
+  - pytest-timeout==2.4.0 ; extra == 'pytorch-test'
+  - pytest==9.0.2 ; extra == 'pytorch-test'
+  - scikit-learn>0.22.1,<2.0 ; extra == 'pytorch-test'
+  - tensorboard>=2.11,<3.0 ; extra == 'pytorch-test'
+  - torch-tensorrt ; python_full_version >= '3.12' and sys_platform != 'darwin' and extra == 'pytorch-test'
+  - uvicorn ; extra == 'pytorch-test'
+  - ipython[all]>=8.0.0,<11.0 ; extra == 'pytorch-examples'
+  - requests<3.0 ; extra == 'pytorch-examples'
+  - torchmetrics>=0.10.0,<2.0 ; extra == 'pytorch-examples'
+  - torchvision>=0.16.0,<1.0 ; extra == 'pytorch-examples'
+  - bitsandbytes>=0.45.2,<1.0 ; sys_platform != 'darwin' and extra == 'fabric-all'
+  - deepspeed>=0.15.0,<0.17.0 ; sys_platform != 'darwin' and sys_platform != 'win32' and extra == 'fabric-all'
+  - hydra-core>=1.2.0,<2.0 ; extra == 'fabric-all'
+  - torchmetrics>=0.10.0,<2.0 ; extra == 'fabric-all'
+  - torchvision>=0.16.0,<1.0 ; extra == 'fabric-all'
+  - bitsandbytes>=0.45.2,<1.0 ; sys_platform != 'darwin' and extra == 'fabric-dev'
+  - click==8.1.8 ; python_full_version < '3.11' and extra == 'fabric-dev'
+  - click==8.3.1 ; python_full_version >= '3.11' and extra == 'fabric-dev'
+  - coverage==7.10.7 ; python_full_version < '3.10' and extra == 'fabric-dev'
+  - coverage==7.13.1 ; python_full_version >= '3.10' and extra == 'fabric-dev'
+  - deepspeed>=0.15.0,<0.17.0 ; sys_platform != 'darwin' and sys_platform != 'win32' and extra == 'fabric-dev'
+  - huggingface-hub ; extra == 'fabric-dev'
+  - hydra-core>=1.2.0,<2.0 ; extra == 'fabric-dev'
+  - numpy>1.21.0,<2.0 ; python_full_version < '3.12' and extra == 'fabric-dev'
+  - numpy>2.1.0,<3.0 ; python_full_version >= '3.12' and extra == 'fabric-dev'
+  - pytest-cov==7.0.0 ; extra == 'fabric-dev'
+  - pytest-random-order==1.2.0 ; extra == 'fabric-dev'
+  - pytest-rerunfailures==16.0.1 ; python_full_version < '3.10' and extra == 'fabric-dev'
+  - pytest-rerunfailures==16.1 ; python_full_version >= '3.10' and extra == 'fabric-dev'
+  - pytest-timeout==2.4.0 ; extra == 'fabric-dev'
+  - pytest==9.0.2 ; extra == 'fabric-dev'
+  - tensorboardx>=2.6,<3.0 ; extra == 'fabric-dev'
+  - torchmetrics>=0.10.0,<2.0 ; extra == 'fabric-dev'
+  - torchvision>=0.16.0,<1.0 ; extra == 'fabric-dev'
+  - bitsandbytes>=0.45.2,<1.0 ; sys_platform != 'darwin' and extra == 'pytorch-all'
+  - deepspeed>=0.15.0,<0.17.0 ; sys_platform != 'darwin' and sys_platform != 'win32' and extra == 'pytorch-all'
+  - hydra-core>=1.2.0,<2.0 ; extra == 'pytorch-all'
+  - ipython[all]>=8.0.0,<11.0 ; extra == 'pytorch-all'
+  - jsonargparse[jsonnet,signatures]>=4.39.0,<5.0 ; extra == 'pytorch-all'
+  - matplotlib>3.1,<4.0 ; extra == 'pytorch-all'
+  - omegaconf>=2.2.3,<3.0 ; extra == 'pytorch-all'
+  - requests<3.0 ; extra == 'pytorch-all'
+  - rich>=12.3.0,<15.0 ; extra == 'pytorch-all'
+  - tensorboardx>=2.2,<3.0 ; extra == 'pytorch-all'
+  - torchmetrics>=0.10.0,<2.0 ; extra == 'pytorch-all'
+  - torchvision>=0.16.0,<1.0 ; extra == 'pytorch-all'
+  - bitsandbytes>=0.45.2,<1.0 ; sys_platform != 'darwin' and extra == 'pytorch-dev'
+  - cloudpickle>=1.3,<4.0 ; extra == 'pytorch-dev'
+  - coverage==7.10.7 ; python_full_version < '3.10' and extra == 'pytorch-dev'
+  - coverage==7.13.1 ; python_full_version >= '3.10' and extra == 'pytorch-dev'
+  - deepspeed>=0.15.0,<0.17.0 ; sys_platform != 'darwin' and sys_platform != 'win32' and extra == 'pytorch-dev'
+  - fastapi ; extra == 'pytorch-dev'
+  - huggingface-hub ; extra == 'pytorch-dev'
+  - hydra-core>=1.2.0,<2.0 ; extra == 'pytorch-dev'
+  - ipython[all]>=8.0.0,<11.0 ; extra == 'pytorch-dev'
+  - jsonargparse[jsonnet,signatures]>=4.39.0,<5.0 ; extra == 'pytorch-dev'
+  - matplotlib>3.1,<4.0 ; extra == 'pytorch-dev'
+  - numpy>1.21.0,<2.0 ; python_full_version < '3.12' and extra == 'pytorch-dev'
+  - numpy>2.1.0,<3.0 ; python_full_version >= '3.12' and extra == 'pytorch-dev'
+  - omegaconf>=2.2.3,<3.0 ; extra == 'pytorch-dev'
+  - onnx>1.12.0,<2.0 ; extra == 'pytorch-dev'
+  - onnxruntime>=1.12.0,<2.0 ; extra == 'pytorch-dev'
+  - onnxscript>=0.1.0,<1.0 ; extra == 'pytorch-dev'
+  - pandas>2.0,<3.0 ; extra == 'pytorch-dev'
+  - psutil<8.0 ; extra == 'pytorch-dev'
+  - pytest-cov==7.0.0 ; extra == 'pytorch-dev'
+  - pytest-random-order==1.2.0 ; extra == 'pytorch-dev'
+  - pytest-rerunfailures==16.0.1 ; python_full_version < '3.10' and extra == 'pytorch-dev'
+  - pytest-rerunfailures==16.1 ; python_full_version >= '3.10' and extra == 'pytorch-dev'
+  - pytest-timeout==2.4.0 ; extra == 'pytorch-dev'
+  - pytest==9.0.2 ; extra == 'pytorch-dev'
+  - requests<3.0 ; extra == 'pytorch-dev'
+  - rich>=12.3.0,<15.0 ; extra == 'pytorch-dev'
+  - scikit-learn>0.22.1,<2.0 ; extra == 'pytorch-dev'
+  - tensorboard>=2.11,<3.0 ; extra == 'pytorch-dev'
+  - tensorboardx>=2.2,<3.0 ; extra == 'pytorch-dev'
+  - torch-tensorrt ; python_full_version >= '3.12' and sys_platform != 'darwin' and extra == 'pytorch-dev'
+  - torchmetrics>=0.10.0,<2.0 ; extra == 'pytorch-dev'
+  - torchvision>=0.16.0,<1.0 ; extra == 'pytorch-dev'
+  - uvicorn ; extra == 'pytorch-dev'
+  - bitsandbytes>=0.45.2,<1.0 ; sys_platform != 'darwin' and extra == 'extra'
+  - hydra-core>=1.2.0,<2.0 ; extra == 'extra'
+  - jsonargparse[jsonnet,signatures]>=4.39.0,<5.0 ; extra == 'extra'
+  - matplotlib>3.1,<4.0 ; extra == 'extra'
+  - omegaconf>=2.2.3,<3.0 ; extra == 'extra'
+  - rich>=12.3.0,<15.0 ; extra == 'extra'
+  - tensorboardx>=2.2,<3.0 ; extra == 'extra'
+  - bitsandbytes>=0.45.2,<1.0 ; sys_platform != 'darwin' and extra == 'strategies'
+  - deepspeed>=0.15.0,<0.17.0 ; sys_platform != 'darwin' and sys_platform != 'win32' and extra == 'strategies'
+  - click==8.1.8 ; python_full_version < '3.11' and extra == 'test'
+  - click==8.3.1 ; python_full_version >= '3.11' and extra == 'test'
+  - cloudpickle>=1.3,<4.0 ; extra == 'test'
+  - coverage==7.10.7 ; python_full_version < '3.10' and extra == 'test'
+  - coverage==7.13.1 ; python_full_version >= '3.10' and extra == 'test'
+  - fastapi ; extra == 'test'
+  - huggingface-hub ; extra == 'test'
+  - numpy>1.21.0,<2.0 ; python_full_version < '3.12' and extra == 'test'
+  - numpy>2.1.0,<3.0 ; python_full_version >= '3.12' and extra == 'test'
+  - onnx>1.12.0,<2.0 ; extra == 'test'
+  - onnxruntime>=1.12.0,<2.0 ; extra == 'test'
+  - onnxscript>=0.1.0,<1.0 ; extra == 'test'
+  - pandas>2.0,<3.0 ; extra == 'test'
+  - psutil<8.0 ; extra == 'test'
+  - pytest-cov==7.0.0 ; extra == 'test'
+  - pytest-random-order==1.2.0 ; extra == 'test'
+  - pytest-rerunfailures==16.0.1 ; python_full_version < '3.10' and extra == 'test'
+  - pytest-rerunfailures==16.1 ; python_full_version >= '3.10' and extra == 'test'
+  - pytest-timeout==2.4.0 ; extra == 'test'
+  - pytest==9.0.2 ; extra == 'test'
+  - scikit-learn>0.22.1,<2.0 ; extra == 'test'
+  - tensorboard>=2.11,<3.0 ; extra == 'test'
+  - tensorboardx>=2.6,<3.0 ; extra == 'test'
+  - torch-tensorrt ; python_full_version >= '3.12' and sys_platform != 'darwin' and extra == 'test'
+  - uvicorn ; extra == 'test'
+  - ipython[all]>=8.0.0,<11.0 ; extra == 'examples'
+  - requests<3.0 ; extra == 'examples'
+  - torchmetrics>=0.10.0,<2.0 ; extra == 'examples'
+  - torchvision>=0.16.0,<1.0 ; extra == 'examples'
+  - litdata>=0.2.0rc0,<1.0 ; extra == 'data'
+  - bitsandbytes>=0.45.2,<1.0 ; sys_platform != 'darwin' and extra == 'all'
+  - deepspeed>=0.15.0,<0.17.0 ; sys_platform != 'darwin' and sys_platform != 'win32' and extra == 'all'
+  - hydra-core>=1.2.0,<2.0 ; extra == 'all'
+  - ipython[all]>=8.0.0,<11.0 ; extra == 'all'
+  - jsonargparse[jsonnet,signatures]>=4.39.0,<5.0 ; extra == 'all'
+  - matplotlib>3.1,<4.0 ; extra == 'all'
+  - omegaconf>=2.2.3,<3.0 ; extra == 'all'
+  - requests<3.0 ; extra == 'all'
+  - rich>=12.3.0,<15.0 ; extra == 'all'
+  - tensorboardx>=2.2,<3.0 ; extra == 'all'
+  - torchmetrics>=0.10.0,<2.0 ; extra == 'all'
+  - torchvision>=0.16.0,<1.0 ; extra == 'all'
+  - bitsandbytes>=0.45.2,<1.0 ; sys_platform != 'darwin' and extra == 'dev'
+  - click==8.1.8 ; python_full_version < '3.11' and extra == 'dev'
+  - click==8.3.1 ; python_full_version >= '3.11' and extra == 'dev'
+  - cloudpickle>=1.3,<4.0 ; extra == 'dev'
+  - coverage==7.10.7 ; python_full_version < '3.10' and extra == 'dev'
+  - coverage==7.13.1 ; python_full_version >= '3.10' and extra == 'dev'
+  - deepspeed>=0.15.0,<0.17.0 ; sys_platform != 'darwin' and sys_platform != 'win32' and extra == 'dev'
+  - fastapi ; extra == 'dev'
+  - huggingface-hub ; extra == 'dev'
+  - hydra-core>=1.2.0,<2.0 ; extra == 'dev'
+  - ipython[all]>=8.0.0,<11.0 ; extra == 'dev'
+  - jsonargparse[jsonnet,signatures]>=4.39.0,<5.0 ; extra == 'dev'
+  - matplotlib>3.1,<4.0 ; extra == 'dev'
+  - numpy>1.21.0,<2.0 ; python_full_version < '3.12' and extra == 'dev'
+  - numpy>2.1.0,<3.0 ; python_full_version >= '3.12' and extra == 'dev'
+  - omegaconf>=2.2.3,<3.0 ; extra == 'dev'
+  - onnx>1.12.0,<2.0 ; extra == 'dev'
+  - onnxruntime>=1.12.0,<2.0 ; extra == 'dev'
+  - onnxscript>=0.1.0,<1.0 ; extra == 'dev'
+  - pandas>2.0,<3.0 ; extra == 'dev'
+  - psutil<8.0 ; extra == 'dev'
+  - pytest-cov==7.0.0 ; extra == 'dev'
+  - pytest-random-order==1.2.0 ; extra == 'dev'
+  - pytest-rerunfailures==16.0.1 ; python_full_version < '3.10' and extra == 'dev'
+  - pytest-rerunfailures==16.1 ; python_full_version >= '3.10' and extra == 'dev'
+  - pytest-timeout==2.4.0 ; extra == 'dev'
+  - pytest==9.0.2 ; extra == 'dev'
+  - requests<3.0 ; extra == 'dev'
+  - rich>=12.3.0,<15.0 ; extra == 'dev'
+  - scikit-learn>0.22.1,<2.0 ; extra == 'dev'
+  - tensorboard>=2.11,<3.0 ; extra == 'dev'
+  - tensorboardx>=2.2,<3.0 ; extra == 'dev'
+  - tensorboardx>=2.6,<3.0 ; extra == 'dev'
+  - torch-tensorrt ; python_full_version >= '3.12' and sys_platform != 'darwin' and extra == 'dev'
+  - torchmetrics>=0.10.0,<2.0 ; extra == 'dev'
+  - torchvision>=0.16.0,<1.0 ; extra == 'dev'
+  - uvicorn ; extra == 'dev'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/25/f4/ead6e0e37209b07c9baa3e984ccdb0348ca370b77cea3aaea8ddbb097e00/lightning_utilities-0.15.3-py3-none-any.whl
+  name: lightning-utilities
+  version: 0.15.3
+  sha256: 6c55f1bee70084a1cbeaa41ada96e4b3a0fea5909e844dd335bd80f5a73c5f91
+  requires_dist:
+  - packaging>=22
+  - typing-extensions
+  - mypy>=1.0.0 ; extra == 'typing'
+  - types-setuptools ; extra == 'typing'
+  - requests>=2.0.0 ; extra == 'docs'
+  - jsonargparse[signatures]>=4.38.0 ; extra == 'cli'
+  - tomlkit ; extra == 'cli'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/12/b5/99cf8772fdd846c07da4fd70f07812a3c8fd17ea2409522c946bb0f2b277/llvmlite-0.46.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+  name: llvmlite
+  version: 0.46.0
+  sha256: a3df43900119803bbc52720e758c76f316a9a0f34612a886862dfe0a5591a17e
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/db/bc/83e112abc66cd466c6b83f99118035867cecd41802f8d044638aa78a106e/locket-1.0.0-py2.py3-none-any.whl
+  name: locket
+  version: 1.0.0
+  sha256: b6c819a722f7b6bd955b80781788e4a66a55628b858d347536b7e81325a3a5e3
+  requires_python: '>=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*'
+- pypi: https://files.pythonhosted.org/packages/94/54/e7d793b573f298e1c9013b8c4dade17d481164aa517d1d7148619c2cedbf/markdown_it_py-4.0.0-py3-none-any.whl
+  name: markdown-it-py
+  version: 4.0.0
+  sha256: 87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147
+  requires_dist:
+  - mdurl~=0.1
+  - psutil ; extra == 'benchmarking'
+  - pytest ; extra == 'benchmarking'
+  - pytest-benchmark ; extra == 'benchmarking'
+  - commonmark~=0.9 ; extra == 'compare'
+  - markdown~=3.4 ; extra == 'compare'
+  - mistletoe~=1.0 ; extra == 'compare'
+  - mistune~=3.0 ; extra == 'compare'
+  - panflute~=2.3 ; extra == 'compare'
+  - markdown-it-pyrs ; extra == 'compare'
+  - linkify-it-py>=1,<3 ; extra == 'linkify'
+  - mdit-py-plugins>=0.5.0 ; extra == 'plugins'
+  - gprof2dot ; extra == 'profiling'
+  - mdit-py-plugins>=0.5.0 ; extra == 'rtd'
+  - myst-parser ; extra == 'rtd'
+  - pyyaml ; extra == 'rtd'
+  - sphinx ; extra == 'rtd'
+  - sphinx-copybutton ; extra == 'rtd'
+  - sphinx-design ; extra == 'rtd'
+  - sphinx-book-theme~=1.0 ; extra == 'rtd'
+  - jupyter-sphinx ; extra == 'rtd'
+  - ipykernel ; extra == 'rtd'
+  - coverage ; extra == 'testing'
+  - pytest ; extra == 'testing'
+  - pytest-cov ; extra == 'testing'
+  - pytest-regressions ; extra == 'testing'
+  - requests ; extra == 'testing'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/30/ac/0273f6fcb5f42e314c6d8cd99effae6a5354604d461b8d392b5ec9530a54/markupsafe-3.0.3-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
+  name: markupsafe
+  version: 3.0.3
+  sha256: 0bf2a864d67e76e5c9a34dc26ec616a66b9888e25e7b9460e1c76d3293bd9dbf
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/8f/a0/7024215e95d456de5883e6732e708d8187d9753a21d32f8ddb3befc0c445/matplotlib-3.10.8-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+  name: matplotlib
+  version: 3.10.8
+  sha256: efb30e3baaea72ce5928e32bab719ab4770099079d66726a62b11b1ef7273be4
+  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'
+- pypi: https://files.pythonhosted.org/packages/b3/38/89ba8ad64ae25be8de66a6d463314cf1eb366222074cfda9ee839c56a4b4/mdurl-0.1.2-py3-none-any.whl
+  name: mdurl
+  version: 0.1.2
+  sha256: 84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8
+  requires_python: '>=3.7'
+- pypi: https://files.pythonhosted.org/packages/43/e3/7d92a15f894aa0c9c4b49b8ee9ac9850d6e63b03c9c32c0367a13ae62209/mpmath-1.3.0-py3-none-any.whl
+  name: mpmath
+  version: 1.3.0
+  sha256: a0b2b9fe80bbcd81a6647ff13108738cfb482d481d826cc0e02f5b35e5c88d2c
+  requires_dist:
+  - pytest>=4.6 ; extra == 'develop'
+  - pycodestyle ; extra == 'develop'
+  - pytest-cov ; extra == 'develop'
+  - codecov ; extra == 'develop'
+  - wheel ; extra == 'develop'
+  - sphinx ; extra == 'docs'
+  - gmpy2>=2.1.0a4 ; platform_python_implementation != 'PyPy' and extra == 'gmpy'
+  - pytest>=4.6 ; extra == 'tests'
+- pypi: https://files.pythonhosted.org/packages/da/e0/6cc2e852837cd6086fe7d8406af4294e66827a60a4cf60b86575a4a65ca8/msgpack-1.1.2-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
+  name: msgpack
+  version: 1.1.2
+  sha256: 454e29e186285d2ebe65be34629fa0e8605202c60fbc7c4c650ccd41870896ef
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/5a/56/21b27c560c13822ed93133f08aa6372c53a8e067f11fbed37b4adcdac922/multidict-6.7.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
+  name: multidict
+  version: 6.7.1
+  sha256: 439cbebd499f92e9aa6793016a8acaa161dfa749ae86d20960189f5398a19144
+  requires_dist:
+  - typing-extensions>=4.1.0 ; python_full_version < '3.11'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/ef/82/7a9d0550484a62c6da82858ee9419f3dd1ccc9aa1c26a1e43da3ecd20b0d/natsort-8.4.0-py3-none-any.whl
+  name: natsort
+  version: 8.4.0
+  sha256: 4732914fb471f56b5cce04d7bae6f164a592c7712e1c85f9ef585e197299521c
+  requires_dist:
+  - fastnumbers>=2.0.0 ; extra == 'fast'
+  - pyicu>=1.0.0 ; extra == 'icu'
+  requires_python: '>=3.7'
+- conda: https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h2d0b736_3.conda
+  sha256: 3fde293232fa3fca98635e1167de6b7c7fda83caf24b9d6c91ec9eefb4f4d586
+  md5: 47e340acb35de30501a76c7c799c41d7
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=13
+  license: X11 AND BSD-3-Clause
+  purls: []
+  size: 891641
+  timestamp: 1738195959188
+- pypi: https://files.pythonhosted.org/packages/9e/c9/b2622292ea83fbb4ec318f5b9ab867d0a28ab43c5717bb85b0a5f6b3b0a4/networkx-3.6.1-py3-none-any.whl
+  name: networkx
+  version: 3.6.1
+  sha256: d47fbf302e7d9cbbb9e2555a0d267983d2aa476bac30e90dfbe5669bd57f3762
+  requires_dist:
+  - asv ; extra == 'benchmarking'
+  - virtualenv ; extra == 'benchmarking'
+  - numpy>=1.25 ; extra == 'default'
+  - scipy>=1.11.2 ; extra == 'default'
+  - matplotlib>=3.8 ; extra == 'default'
+  - pandas>=2.0 ; extra == 'default'
+  - pre-commit>=4.1 ; extra == 'developer'
+  - mypy>=1.15 ; extra == 'developer'
+  - sphinx>=8.0 ; extra == 'doc'
+  - pydata-sphinx-theme>=0.16 ; extra == 'doc'
+  - sphinx-gallery>=0.18 ; extra == 'doc'
+  - numpydoc>=1.8.0 ; extra == 'doc'
+  - pillow>=10 ; extra == 'doc'
+  - texext>=0.6.7 ; extra == 'doc'
+  - myst-nb>=1.1 ; extra == 'doc'
+  - intersphinx-registry ; extra == 'doc'
+  - osmnx>=2.0.0 ; extra == 'example'
+  - momepy>=0.7.2 ; extra == 'example'
+  - contextily>=1.6 ; extra == 'example'
+  - seaborn>=0.13 ; extra == 'example'
+  - cairocffi>=1.7 ; extra == 'example'
+  - igraph>=0.11 ; extra == 'example'
+  - scikit-learn>=1.5 ; extra == 'example'
+  - iplotx>=0.9.0 ; extra == 'example'
+  - lxml>=4.6 ; extra == 'extra'
+  - pygraphviz>=1.14 ; extra == 'extra'
+  - pydot>=3.0.1 ; extra == 'extra'
+  - sympy>=1.10 ; extra == 'extra'
+  - build>=0.10 ; extra == 'release'
+  - twine>=4.0 ; extra == 'release'
+  - wheel>=0.40 ; extra == 'release'
+  - changelist==0.5 ; extra == 'release'
+  - pytest>=7.2 ; extra == 'test'
+  - pytest-cov>=4.0 ; extra == 'test'
+  - pytest-xdist>=3.0 ; extra == 'test'
+  - pytest-mpl ; extra == 'test-extras'
+  - pytest-randomly ; extra == 'test-extras'
+  requires_python: '>=3.11,!=3.14.1'
+- pypi: https://files.pythonhosted.org/packages/19/16/aa6e3ba3cd45435c117d1101b278b646444ed05b7c712af631b91353f573/numba-0.64.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+  name: numba
+  version: 0.64.0
+  sha256: d17071b4ffc9d39b75d8e6c101a36f0c81b646123859898c9799cb31807c8f78
+  requires_dist:
+  - llvmlite>=0.46.0.dev0,<0.47
+  - numpy>=1.22,<2.5
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/54/4b/195ac84cc8f6077b4f0f421e8daee21b7f1bd88cb7716414234379fe68ec/numcodecs-0.16.5-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
+  name: numcodecs
+  version: 0.16.5
+  sha256: c398919ef2eb0e56b8e97456f622640bfd3deed06de3acc976989cbcb22628a3
+  requires_dist:
+  - numpy>=1.24
+  - typing-extensions
+  - msgpack ; extra == 'msgpack'
+  - zfpy>=1.0.0 ; extra == 'zfpy'
+  - pcodec>=0.3,<0.4 ; extra == 'pcodec'
+  - crc32c>=2.7 ; extra == 'crc32c'
+  - google-crc32c>=1.5 ; extra == 'google-crc32c'
+  - sphinx ; extra == 'docs'
+  - sphinx-issues ; extra == 'docs'
+  - pydata-sphinx-theme ; extra == 'docs'
+  - numpydoc ; extra == 'docs'
+  - coverage ; extra == 'test'
+  - pytest ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  - pyzstd ; extra == 'test'
+  - importlib-metadata ; extra == 'test-extras'
+  - crc32c ; extra == 'test-extras'
+  requires_python: '>=3.11'
+- pypi: https://files.pythonhosted.org/packages/3a/d0/edc009c27b406c4f9cbc79274d6e46d634d139075492ad055e3d68445925/numpy-1.26.4-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+  name: numpy
+  version: 1.26.4
+  sha256: 666dbfb6ec68962c033a450943ded891bed2d54e6755e35e5835d63f4f6931d5
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/1b/46/6fa4ea94f1ddf969b2ee941290cca6f1bfac92b53c76ae5f44afe17ceb69/numpy-2.4.2-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
+  name: numpy
+  version: 2.4.2
+  sha256: c02ef4401a506fb60b411467ad501e1429a3487abca4664871d9ae0b46c8ba32
+  requires_python: '>=3.11'
+- pypi: https://pypi.nvidia.com/nvidia-cublas-cu12/nvidia_cublas_cu12-12.1.3.1-py3-none-manylinux1_x86_64.whl
+  name: nvidia-cublas-cu12
+  version: 12.1.3.1
+  sha256: ee53ccca76a6fc08fb9701aa95b6ceb242cdaab118c3bb152af4e579af792728
+  requires_python: '>=3'
+- pypi: https://pypi.nvidia.com/nvidia-cuda-cupti-cu12/nvidia_cuda_cupti_cu12-12.1.105-py3-none-manylinux1_x86_64.whl
+  name: nvidia-cuda-cupti-cu12
+  version: 12.1.105
+  sha256: e54fde3983165c624cb79254ae9818a456eb6e87a7fd4d56a2352c24ee542d7e
+  requires_python: '>=3'
+- pypi: https://pypi.nvidia.com/nvidia-cuda-nvrtc-cu12/nvidia_cuda_nvrtc_cu12-12.1.105-py3-none-manylinux1_x86_64.whl
+  name: nvidia-cuda-nvrtc-cu12
+  version: 12.1.105
+  sha256: 339b385f50c309763ca65456ec75e17bbefcbbf2893f462cb8b90584cd27a1c2
+  requires_python: '>=3'
+- pypi: https://pypi.nvidia.com/nvidia-cuda-runtime-cu12/nvidia_cuda_runtime_cu12-12.1.105-py3-none-manylinux1_x86_64.whl
+  name: nvidia-cuda-runtime-cu12
+  version: 12.1.105
+  sha256: 6e258468ddf5796e25f1dc591a31029fa317d97a0a94ed93468fc86301d61e40
+  requires_python: '>=3'
+- pypi: https://download.pytorch.org/whl/cu121/nvidia_cudnn_cu12-9.1.0.70-py3-none-manylinux2014_x86_64.whl
+  name: nvidia-cudnn-cu12
+  version: 9.1.0.70
+  sha256: 165764f44ef8c61fcdfdfdbe769d687e06374059fbb388b6c89ecb0e28793a6f
+  requires_dist:
+  - nvidia-cublas-cu12
+  requires_python: '>=3'
+- pypi: https://pypi.nvidia.com/nvidia-cufft-cu12/nvidia_cufft_cu12-11.0.2.54-py3-none-manylinux1_x86_64.whl
+  name: nvidia-cufft-cu12
+  version: 11.0.2.54
+  sha256: 794e3948a1aa71fd817c3775866943936774d1c14e7628c74f6f7417224cdf56
+  requires_python: '>=3'
+- pypi: https://pypi.nvidia.com/nvidia-curand-cu12/nvidia_curand_cu12-10.3.2.106-py3-none-manylinux1_x86_64.whl
+  name: nvidia-curand-cu12
+  version: 10.3.2.106
+  sha256: 9d264c5036dde4e64f1de8c50ae753237c12e0b1348738169cd0f8a536c0e1e0
+  requires_python: '>=3'
+- pypi: https://pypi.nvidia.com/nvidia-cusolver-cu12/nvidia_cusolver_cu12-11.4.5.107-py3-none-manylinux1_x86_64.whl
+  name: nvidia-cusolver-cu12
+  version: 11.4.5.107
+  sha256: 8a7ec542f0412294b15072fa7dab71d31334014a69f953004ea7a118206fe0dd
+  requires_dist:
+  - nvidia-cublas-cu12
+  - nvidia-nvjitlink-cu12
+  - nvidia-cusparse-cu12
+  requires_python: '>=3'
+- pypi: https://pypi.nvidia.com/nvidia-cusparse-cu12/nvidia_cusparse_cu12-12.1.0.106-py3-none-manylinux1_x86_64.whl
+  name: nvidia-cusparse-cu12
+  version: 12.1.0.106
+  sha256: f3b50f42cf363f86ab21f720998517a659a48131e8d538dc02f8768237bd884c
+  requires_dist:
+  - nvidia-nvjitlink-cu12
+  requires_python: '>=3'
+- pypi: https://pypi.nvidia.com/nvidia-nccl-cu12/nvidia_nccl_cu12-2.21.5-py3-none-manylinux2014_x86_64.whl
+  name: nvidia-nccl-cu12
+  version: 2.21.5
+  sha256: 8579076d30a8c24988834445f8d633c697d42397e92ffc3f63fa26766d25e0a0
+  requires_python: '>=3'
+- pypi: https://pypi.nvidia.com/nvidia-nvjitlink-cu12/nvidia_nvjitlink_cu12-12.9.86-py3-none-manylinux2010_x86_64.manylinux_2_12_x86_64.whl
+  name: nvidia-nvjitlink-cu12
+  version: 12.9.86
+  sha256: e3f1171dbdc83c5932a45f0f4c99180a70de9bd2718c1ab77d14104f6d7147f9
+  requires_python: '>=3'
+- pypi: https://pypi.nvidia.com/nvidia-nvtx-cu12/nvidia_nvtx_cu12-12.1.105-py3-none-manylinux1_x86_64.whl
+  name: nvidia-nvtx-cu12
+  version: 12.1.105
+  sha256: dc21cf308ca5691e7c04d962e213f8a4aa9bbfa23d95412f452254c2caeb09e5
+  requires_python: '>=3'
+- pypi: https://pypi.nvidia.com/nvtx/nvtx-0.2.14-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+  name: nvtx
+  version: 0.2.14
+  sha256: 0664aa75b24e2ad0abdd0fa52c49e9c8a120652f2194289c85dc2d93cbc6017f
+  requires_dist:
+  - pytest ; extra == 'test'
+  - cython>=3.1 ; extra == 'test'
+  - setuptools ; extra == 'test'
+  - sphinx ; extra == 'docs'
+  - nvidia-sphinx-theme ; extra == 'docs'
+- pypi: https://files.pythonhosted.org/packages/2c/8b/90eb44a40476fa0e71e05a0283947cfd74a5d36121a11d926ad6f3193cc4/opencv_python-4.11.0.86-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+  name: opencv-python
+  version: 4.11.0.86
+  sha256: 6b02611523803495003bd87362db3e1d2a0454a6a63025dc6658a9830570aa0d
+  requires_dist:
+  - numpy>=1.13.3 ; python_full_version < '3.7'
+  - numpy>=1.21.0 ; python_full_version < '3.10' and platform_machine == 'arm64' and sys_platform == 'darwin'
+  - numpy>=1.21.2 ; python_full_version >= '3.10'
+  - numpy>=1.21.4 ; python_full_version >= '3.10' and sys_platform == 'darwin'
+  - numpy>=1.23.5 ; python_full_version >= '3.11'
+  - numpy>=1.26.0 ; python_full_version >= '3.12'
+  - numpy>=1.19.3 ; python_full_version >= '3.6' and platform_machine == 'aarch64' and sys_platform == 'linux'
+  - numpy>=1.17.0 ; python_full_version >= '3.7'
+  - numpy>=1.17.3 ; python_full_version >= '3.8'
+  - numpy>=1.19.3 ; python_full_version >= '3.9'
+  requires_python: '>=3.6'
+- pypi: https://files.pythonhosted.org/packages/fd/55/b3b49a1b97aabcfbbd6c7326df9cb0b6fa0c0aefa8e89d500939e04aa229/opencv_python-4.13.0.92-cp37-abi3-manylinux_2_28_x86_64.whl
+  name: opencv-python
+  version: 4.13.0.92
+  sha256: 620d602b8f7d8b8dab5f4b99c6eb353e78d3fb8b0f53db1bd258bb1aa001c1d5
+  requires_dist:
+  - numpy<2.0 ; python_full_version < '3.9'
+  - numpy>=2 ; python_full_version >= '3.9'
+  requires_python: '>=3.6'
+- conda: https://conda.anaconda.org/conda-forge/linux-64/openssl-3.6.1-h35e630c_1.conda
+  sha256: 44c877f8af015332a5d12f5ff0fb20ca32f896526a7d0cdb30c769df1144fb5c
+  md5: f61eb8cd60ff9057122a3d338b99c00f
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - ca-certificates
+  - libgcc >=14
+  license: Apache-2.0
+  license_family: Apache
+  purls: []
+  size: 3164551
+  timestamp: 1769555830639
+- pypi: https://files.pythonhosted.org/packages/b7/b9/c538f279a4e237a006a2c98387d081e9eb060d203d8ed34467cc0f0b9b53/packaging-26.0-py3-none-any.whl
+  name: packaging
+  version: '26.0'
+  sha256: b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/fc/a5/4d82be566f069d7a9a702dcdf6f9106df0e0b042e738043c0cc7ddd7e3f6/pandas-2.2.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+  name: pandas
+  version: 2.2.2
+  sha256: 6d2123dc9ad6a814bcdea0f099885276b31b24f7edf40f6cdbc0912672e22eee
+  requires_dist:
+  - numpy>=1.22.4 ; python_full_version < '3.11'
+  - numpy>=1.23.2 ; python_full_version == '3.11.*'
+  - numpy>=1.26.0 ; python_full_version >= '3.12'
+  - python-dateutil>=2.8.2
+  - pytz>=2020.1
+  - tzdata>=2022.7
+  - hypothesis>=6.46.1 ; extra == 'test'
+  - pytest>=7.3.2 ; extra == 'test'
+  - pytest-xdist>=2.2.0 ; extra == 'test'
+  - pyarrow>=10.0.1 ; extra == 'pyarrow'
+  - bottleneck>=1.3.6 ; extra == 'performance'
+  - numba>=0.56.4 ; extra == 'performance'
+  - numexpr>=2.8.4 ; extra == 'performance'
+  - scipy>=1.10.0 ; extra == 'computation'
+  - xarray>=2022.12.0 ; extra == 'computation'
+  - fsspec>=2022.11.0 ; extra == 'fss'
+  - s3fs>=2022.11.0 ; extra == 'aws'
+  - gcsfs>=2022.11.0 ; extra == 'gcp'
+  - pandas-gbq>=0.19.0 ; extra == 'gcp'
+  - odfpy>=1.4.1 ; extra == 'excel'
+  - openpyxl>=3.1.0 ; extra == 'excel'
+  - python-calamine>=0.1.7 ; extra == 'excel'
+  - pyxlsb>=1.0.10 ; extra == 'excel'
+  - xlrd>=2.0.1 ; extra == 'excel'
+  - xlsxwriter>=3.0.5 ; extra == 'excel'
+  - pyarrow>=10.0.1 ; extra == 'parquet'
+  - pyarrow>=10.0.1 ; extra == 'feather'
+  - tables>=3.8.0 ; extra == 'hdf5'
+  - pyreadstat>=1.2.0 ; extra == 'spss'
+  - sqlalchemy>=2.0.0 ; extra == 'postgresql'
+  - psycopg2>=2.9.6 ; extra == 'postgresql'
+  - adbc-driver-postgresql>=0.8.0 ; extra == 'postgresql'
+  - sqlalchemy>=2.0.0 ; extra == 'mysql'
+  - pymysql>=1.0.2 ; extra == 'mysql'
+  - sqlalchemy>=2.0.0 ; extra == 'sql-other'
+  - adbc-driver-postgresql>=0.8.0 ; extra == 'sql-other'
+  - adbc-driver-sqlite>=0.8.0 ; extra == 'sql-other'
+  - beautifulsoup4>=4.11.2 ; extra == 'html'
+  - html5lib>=1.1 ; extra == 'html'
+  - lxml>=4.9.2 ; extra == 'html'
+  - lxml>=4.9.2 ; extra == 'xml'
+  - matplotlib>=3.6.3 ; extra == 'plot'
+  - jinja2>=3.1.2 ; extra == 'output-formatting'
+  - tabulate>=0.9.0 ; extra == 'output-formatting'
+  - pyqt5>=5.15.9 ; extra == 'clipboard'
+  - qtpy>=2.3.0 ; extra == 'clipboard'
+  - zstandard>=0.19.0 ; extra == 'compression'
+  - dataframe-api-compat>=0.1.7 ; extra == 'consortium-standard'
+  - adbc-driver-postgresql>=0.8.0 ; extra == 'all'
+  - adbc-driver-sqlite>=0.8.0 ; extra == 'all'
+  - beautifulsoup4>=4.11.2 ; extra == 'all'
+  - bottleneck>=1.3.6 ; extra == 'all'
+  - dataframe-api-compat>=0.1.7 ; extra == 'all'
+  - fastparquet>=2022.12.0 ; extra == 'all'
+  - fsspec>=2022.11.0 ; extra == 'all'
+  - gcsfs>=2022.11.0 ; extra == 'all'
+  - html5lib>=1.1 ; extra == 'all'
+  - hypothesis>=6.46.1 ; extra == 'all'
+  - jinja2>=3.1.2 ; extra == 'all'
+  - lxml>=4.9.2 ; extra == 'all'
+  - matplotlib>=3.6.3 ; extra == 'all'
+  - numba>=0.56.4 ; extra == 'all'
+  - numexpr>=2.8.4 ; extra == 'all'
+  - odfpy>=1.4.1 ; extra == 'all'
+  - openpyxl>=3.1.0 ; extra == 'all'
+  - pandas-gbq>=0.19.0 ; extra == 'all'
+  - psycopg2>=2.9.6 ; extra == 'all'
+  - pyarrow>=10.0.1 ; extra == 'all'
+  - pymysql>=1.0.2 ; extra == 'all'
+  - pyqt5>=5.15.9 ; extra == 'all'
+  - pyreadstat>=1.2.0 ; extra == 'all'
+  - pytest>=7.3.2 ; extra == 'all'
+  - pytest-xdist>=2.2.0 ; extra == 'all'
+  - python-calamine>=0.1.7 ; extra == 'all'
+  - pyxlsb>=1.0.10 ; extra == 'all'
+  - qtpy>=2.3.0 ; extra == 'all'
+  - scipy>=1.10.0 ; extra == 'all'
+  - s3fs>=2022.11.0 ; extra == 'all'
+  - sqlalchemy>=2.0.0 ; extra == 'all'
+  - tables>=3.8.0 ; extra == 'all'
+  - tabulate>=0.9.0 ; extra == 'all'
+  - xarray>=2022.12.0 ; extra == 'all'
+  - xlrd>=2.0.1 ; extra == 'all'
+  - xlsxwriter>=3.0.5 ; extra == 'all'
+  - zstandard>=0.19.0 ; extra == 'all'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/bf/c9/63f8d545568d9ab91476b1818b4741f521646cbdd151c6efebf40d6de6f7/pandas-2.3.3-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
+  name: pandas
+  version: 2.3.3
+  sha256: b98560e98cb334799c0b07ca7967ac361a47326e9b4e5a7dfb5ab2b1c9d35a1b
+  requires_dist:
+  - numpy>=1.22.4 ; python_full_version < '3.11'
+  - numpy>=1.23.2 ; python_full_version == '3.11.*'
+  - numpy>=1.26.0 ; python_full_version >= '3.12'
+  - python-dateutil>=2.8.2
+  - pytz>=2020.1
+  - tzdata>=2022.7
+  - hypothesis>=6.46.1 ; extra == 'test'
+  - pytest>=7.3.2 ; extra == 'test'
+  - pytest-xdist>=2.2.0 ; extra == 'test'
+  - pyarrow>=10.0.1 ; extra == 'pyarrow'
+  - bottleneck>=1.3.6 ; extra == 'performance'
+  - numba>=0.56.4 ; extra == 'performance'
+  - numexpr>=2.8.4 ; extra == 'performance'
+  - scipy>=1.10.0 ; extra == 'computation'
+  - xarray>=2022.12.0 ; extra == 'computation'
+  - fsspec>=2022.11.0 ; extra == 'fss'
+  - s3fs>=2022.11.0 ; extra == 'aws'
+  - gcsfs>=2022.11.0 ; extra == 'gcp'
+  - pandas-gbq>=0.19.0 ; extra == 'gcp'
+  - odfpy>=1.4.1 ; extra == 'excel'
+  - openpyxl>=3.1.0 ; extra == 'excel'
+  - python-calamine>=0.1.7 ; extra == 'excel'
+  - pyxlsb>=1.0.10 ; extra == 'excel'
+  - xlrd>=2.0.1 ; extra == 'excel'
+  - xlsxwriter>=3.0.5 ; extra == 'excel'
+  - pyarrow>=10.0.1 ; extra == 'parquet'
+  - pyarrow>=10.0.1 ; extra == 'feather'
+  - tables>=3.8.0 ; extra == 'hdf5'
+  - pyreadstat>=1.2.0 ; extra == 'spss'
+  - sqlalchemy>=2.0.0 ; extra == 'postgresql'
+  - psycopg2>=2.9.6 ; extra == 'postgresql'
+  - adbc-driver-postgresql>=0.8.0 ; extra == 'postgresql'
+  - sqlalchemy>=2.0.0 ; extra == 'mysql'
+  - pymysql>=1.0.2 ; extra == 'mysql'
+  - sqlalchemy>=2.0.0 ; extra == 'sql-other'
+  - adbc-driver-postgresql>=0.8.0 ; extra == 'sql-other'
+  - adbc-driver-sqlite>=0.8.0 ; extra == 'sql-other'
+  - beautifulsoup4>=4.11.2 ; extra == 'html'
+  - html5lib>=1.1 ; extra == 'html'
+  - lxml>=4.9.2 ; extra == 'html'
+  - lxml>=4.9.2 ; extra == 'xml'
+  - matplotlib>=3.6.3 ; extra == 'plot'
+  - jinja2>=3.1.2 ; extra == 'output-formatting'
+  - tabulate>=0.9.0 ; extra == 'output-formatting'
+  - pyqt5>=5.15.9 ; extra == 'clipboard'
+  - qtpy>=2.3.0 ; extra == 'clipboard'
+  - zstandard>=0.19.0 ; extra == 'compression'
+  - dataframe-api-compat>=0.1.7 ; extra == 'consortium-standard'
+  - adbc-driver-postgresql>=0.8.0 ; extra == 'all'
+  - adbc-driver-sqlite>=0.8.0 ; extra == 'all'
+  - beautifulsoup4>=4.11.2 ; extra == 'all'
+  - bottleneck>=1.3.6 ; extra == 'all'
+  - dataframe-api-compat>=0.1.7 ; extra == 'all'
+  - fastparquet>=2022.12.0 ; extra == 'all'
+  - fsspec>=2022.11.0 ; extra == 'all'
+  - gcsfs>=2022.11.0 ; extra == 'all'
+  - html5lib>=1.1 ; extra == 'all'
+  - hypothesis>=6.46.1 ; extra == 'all'
+  - jinja2>=3.1.2 ; extra == 'all'
+  - lxml>=4.9.2 ; extra == 'all'
+  - matplotlib>=3.6.3 ; extra == 'all'
+  - numba>=0.56.4 ; extra == 'all'
+  - numexpr>=2.8.4 ; extra == 'all'
+  - odfpy>=1.4.1 ; extra == 'all'
+  - openpyxl>=3.1.0 ; extra == 'all'
+  - pandas-gbq>=0.19.0 ; extra == 'all'
+  - psycopg2>=2.9.6 ; extra == 'all'
+  - pyarrow>=10.0.1 ; extra == 'all'
+  - pymysql>=1.0.2 ; extra == 'all'
+  - pyqt5>=5.15.9 ; extra == 'all'
+  - pyreadstat>=1.2.0 ; extra == 'all'
+  - pytest>=7.3.2 ; extra == 'all'
+  - pytest-xdist>=2.2.0 ; extra == 'all'
+  - python-calamine>=0.1.7 ; extra == 'all'
+  - pyxlsb>=1.0.10 ; extra == 'all'
+  - qtpy>=2.3.0 ; extra == 'all'
+  - scipy>=1.10.0 ; extra == 'all'
+  - s3fs>=2022.11.0 ; extra == 'all'
+  - sqlalchemy>=2.0.0 ; extra == 'all'
+  - tables>=3.8.0 ; extra == 'all'
+  - tabulate>=0.9.0 ; extra == 'all'
+  - xarray>=2022.12.0 ; extra == 'all'
+  - xlrd>=2.0.1 ; extra == 'all'
+  - xlsxwriter>=3.0.5 ; extra == 'all'
+  - zstandard>=0.19.0 ; extra == 'all'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/71/e7/40fb618334dcdf7c5a316c0e7343c5cd82d3d866edc100d98e29bc945ecd/partd-1.4.2-py3-none-any.whl
+  name: partd
+  version: 1.4.2
+  sha256: 978e4ac767ec4ba5b86c6eaa52e5a2a3bc748a2ca839e8cc798f1cc6ce6efb0f
+  requires_dist:
+  - locket
+  - toolz
+  - numpy>=1.20.0 ; extra == 'complete'
+  - pandas>=1.3 ; extra == 'complete'
+  - pyzmq ; extra == 'complete'
+  - blosc ; extra == 'complete'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/f1/70/ba4b949bdc0490ab78d545459acd7702b211dfccf7eb89bbc1060f52818d/patsy-1.0.2-py2.py3-none-any.whl
+  name: patsy
+  version: 1.0.2
+  sha256: 37bfddbc58fcf0362febb5f54f10743f8b21dd2aa73dec7e7ef59d1b02ae668a
+  requires_dist:
+  - numpy>=1.4
+  - pytest ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  - scipy ; extra == 'test'
+  requires_python: '>=3.6'
+- pypi: https://files.pythonhosted.org/packages/a2/c8/46dfeac5825e600579157eea177be43e2f7ff4a99da9d0d0a49533509ac5/pillow-12.1.1-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
+  name: pillow
+  version: 12.1.1
+  sha256: 597bd9c8419bc7c6af5604e55847789b69123bbe25d65cc6ad3012b4f3c98d8b
+  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'
+- pypi: https://files.pythonhosted.org/packages/0a/49/737c1a6273c585719858261753da0b688454d1b634438ccba8a9c4eb5aab/polars-1.38.1-py3-none-any.whl
+  name: polars
+  version: 1.38.1
+  sha256: a29479c48fed4984d88b656486d221f638cba45d3e961631a50ee5fdde38cb2c
+  requires_dist:
+  - 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'
+  - polars[pyarrow] ; extra == 'pandas'
+  - pyarrow>=7.0.0 ; extra == 'pyarrow'
+  - pydantic ; extra == 'pydantic'
+  - fastexcel>=0.9 ; extra == 'calamine'
+  - openpyxl>=3.0.0 ; extra == 'openpyxl'
+  - xlsx2csv>=0.8.0 ; extra == 'xlsx2csv'
+  - xlsxwriter ; extra == 'xlsxwriter'
+  - polars[calamine,openpyxl,xlsx2csv,xlsxwriter] ; extra == 'excel'
+  - adbc-driver-manager[dbapi] ; extra == 'adbc'
+  - adbc-driver-sqlite[dbapi] ; extra == 'adbc'
+  - connectorx>=0.3.2 ; extra == 'connectorx'
+  - sqlalchemy ; extra == 'sqlalchemy'
+  - polars[pandas] ; extra == 'sqlalchemy'
+  - polars[adbc,connectorx,sqlalchemy] ; extra == 'database'
+  - fsspec ; extra == 'fsspec'
+  - deltalake>=1.0.0 ; extra == 'deltalake'
+  - pyiceberg>=0.7.1 ; extra == 'iceberg'
+  - gevent ; extra == 'async'
+  - cloudpickle ; extra == 'cloudpickle'
+  - matplotlib ; extra == 'graph'
+  - altair>=5.4.0 ; extra == 'plot'
+  - great-tables>=0.8.0 ; extra == 'style'
+  - tzdata ; sys_platform == 'win32' and extra == 'timezone'
+  - 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/a7/f8/fad8470d9701c1b208cc24919a661efdf565373e77e7d06400642a759285/polars-1.39.0-py3-none-any.whl
+  name: polars
+  version: 1.39.0
+  sha256: 4d1198b41bc47561673d9f54d0f595125202a3f53e3502821802958d3e60efe9
+  requires_dist:
+  - polars-runtime-32==1.39.0
+  - polars-runtime-64==1.39.0 ; extra == 'rt64'
+  - polars-runtime-compat==1.39.0 ; extra == 'rtcompat'
+  - polars-cloud>=0.4.0 ; extra == 'polars-cloud'
+  - numpy>=1.16.0 ; extra == 'numpy'
+  - pandas ; extra == 'pandas'
+  - polars[pyarrow] ; extra == 'pandas'
+  - pyarrow>=7.0.0 ; extra == 'pyarrow'
+  - pydantic ; extra == 'pydantic'
+  - fastexcel>=0.9 ; extra == 'calamine'
+  - openpyxl>=3.0.0 ; extra == 'openpyxl'
+  - xlsx2csv>=0.8.0 ; extra == 'xlsx2csv'
+  - xlsxwriter ; extra == 'xlsxwriter'
+  - polars[calamine,openpyxl,xlsx2csv,xlsxwriter] ; extra == 'excel'
+  - adbc-driver-manager[dbapi] ; extra == 'adbc'
+  - adbc-driver-sqlite[dbapi] ; extra == 'adbc'
+  - connectorx>=0.3.2 ; extra == 'connectorx'
+  - sqlalchemy ; extra == 'sqlalchemy'
+  - polars[pandas] ; extra == 'sqlalchemy'
+  - polars[adbc,connectorx,sqlalchemy] ; extra == 'database'
+  - fsspec ; extra == 'fsspec'
+  - deltalake>=1.0.0 ; extra == 'deltalake'
+  - pyiceberg>=0.7.1 ; extra == 'iceberg'
+  - gevent ; extra == 'async'
+  - cloudpickle ; extra == 'cloudpickle'
+  - matplotlib ; extra == 'graph'
+  - altair>=5.4.0 ; extra == 'plot'
+  - great-tables>=0.8.0 ; extra == 'style'
+  - tzdata ; sys_platform == 'win32' and extra == 'timezone'
+  - 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/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: 1.38.1
+  sha256: e8a5f7a8125e2d50e2e060296551c929aec09be23a9edcb2b12ca923f555a5ba
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/cf/60/c0d0b6720437685223457242a79f6bba443485ca85928645786479ebed86/polars_runtime_32-1.39.0-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+  name: polars-runtime-32
+  version: 1.39.0
+  sha256: b82c872b25ef6628462f90f1b6b3950779aee36889e83b3693d0a69684d3d86a
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/52/6a/57f43e054fb3d3a56ac9fc532bc684fc6169a26c75c353e65425b3e56eef/propcache-0.4.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
+  name: propcache
+  version: 0.4.1
+  sha256: fd6f30fdcf9ae2a70abd34da54f18da086160e4d7d9251f81f3da0ff84fc5a48
+  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'
+- pypi: https://files.pythonhosted.org/packages/4c/21/9ca93b84b92ef927814cb7ba37f0774a484c849d58f0b692b16af8eebcfb/pyarrow-17.0.0-cp311-cp311-manylinux_2_28_x86_64.whl
+  name: pyarrow
+  version: 17.0.0
+  sha256: e3343cb1e88bc2ea605986d4b94948716edc7a8d14afd4e2c097232f729758b4
+  requires_dist:
+  - numpy>=1.16.6
+  - pytest ; extra == 'test'
+  - hypothesis ; extra == 'test'
+  - cffi ; extra == 'test'
+  - pytz ; extra == 'test'
+  - pandas ; extra == 'test'
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/0b/62/96459ef5b67957eac38a90f541d1c28833d1b367f014a482cb63f3b7cd2d/pyarrow-23.0.1-cp311-cp311-manylinux_2_28_x86_64.whl
+  name: pyarrow
+  version: 23.0.1
+  sha256: 26d50dee49d741ac0e82185033488d28d35be4d763ae6f321f97d1140eb7a0e9
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/c7/21/705964c7812476f378728bdf590ca4b771ec72385c533964653c68e86bdc/pygments-2.19.2-py3-none-any.whl
+  name: pygments
+  version: 2.19.2
+  sha256: 86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b
+  requires_dist:
+  - colorama>=0.4.6 ; extra == 'windows-terminal'
+  requires_python: '>=3.8'
+- pypi: https://pypi.nvidia.com/pylibcudf-cu12/pylibcudf_cu12-24.10.1-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
+  name: pylibcudf-cu12
+  version: 24.10.1
+  sha256: 7bb06522e23089ea08e03604d865dbafa34fa4a3283c05008ea41fac55d08751
+  requires_dist:
+  - cuda-python>=12.0,<13.0a0
+  - libcudf-cu12==24.10.*
+  - nvtx>=0.2.1
+  - packaging
+  - pyarrow>=14.0.0,<18.0.0a0
+  - rmm-cu12==24.10.*
+  - typing-extensions>=4.0.0
+  - fastavro>=0.22.9 ; extra == 'test'
+  - hypothesis ; extra == 'test'
+  - numpy>=1.23,<3.0a0 ; extra == 'test'
+  - pandas ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  - pytest-xdist ; extra == 'test'
+  - pytest<8 ; extra == 'test'
+  requires_python: '>=3.10'
+- pypi: https://pypi.nvidia.com/pylibcugraph-cu12/pylibcugraph_cu12-24.10.0-cp311-cp311-manylinux_2_28_x86_64.whl
+  name: pylibcugraph-cu12
+  version: 24.10.0
+  sha256: 40898241ac6f41e848354f733bc0ec3c90fde2e4a9f1a894c9f122a76c56a500
+  requires_dist:
+  - nvidia-cublas-cu12
+  - nvidia-curand-cu12
+  - nvidia-cusolver-cu12
+  - nvidia-cusparse-cu12
+  - pylibraft-cu12==24.10.*
+  - rmm-cu12==24.10.*
+  - cudf-cu12==24.10.* ; extra == 'test'
+  - numpy>=1.23,<3.0a0 ; extra == 'test'
+  - pandas ; extra == 'test'
+  - pytest ; extra == 'test'
+  - pytest-benchmark ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  - pytest-xdist ; extra == 'test'
+  - scipy ; extra == 'test'
+  requires_python: '>=3.10'
+- pypi: https://pypi.nvidia.com/pylibraft-cu12/pylibraft_cu12-24.10.0-cp311-cp311-manylinux_2_28_x86_64.whl
+  name: pylibraft-cu12
+  version: 24.10.0
+  sha256: dc7e8f6cc6d4fbf550642cd7a07fdea9c5f45df52dcc74bc79d326067434ab3e
+  requires_dist:
+  - cuda-python>=12.0,<13.0a0
+  - numpy>=1.23,<3.0a0
+  - nvidia-cublas-cu12
+  - nvidia-curand-cu12
+  - nvidia-cusolver-cu12
+  - nvidia-cusparse-cu12
+  - rmm-cu12==24.10.*
+  - cupy-cuda12x>=12.0.0 ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  - pytest==7.* ; extra == 'test'
+  - scikit-learn ; extra == 'test'
+  - scipy ; extra == 'test'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/b2/e6/94145d714402fd5ade00b5661f2d0ab981219e07f7db9bfa16786cdb9c04/pynndescent-0.6.0-py3-none-any.whl
+  name: pynndescent
+  version: 0.6.0
+  sha256: dc8c74844e4c7f5cbd1e0cd6909da86fdc789e6ff4997336e344779c3d5538ef
+  requires_dist:
+  - scikit-learn>=0.18
+  - scipy>=1.0
+  - numba>=0.55.0
+  - llvmlite>=0.38
+  - joblib>=0.11
+  - pytest ; extra == 'testing'
+- pypi: https://pypi.nvidia.com/pynvjitlink-cu12/pynvjitlink_cu12-0.7.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
+  name: pynvjitlink-cu12
+  version: 0.7.0
+  sha256: 9abbb859709de77c001360481ea3fe31e808c627aea2ffc51163280e40c36bb8
+  requires_dist:
+  - cuda-python ; extra == 'test'
+  - numba>=0.58 ; extra == 'test'
+  - psutil ; extra == 'test'
+  - pytest ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/cc/0a/47be6726fd13f1f4371fa858b506228ed12bc418c07ffcaa6c0f7ceedac0/pynvml-11.4.1-py3-none-any.whl
+  name: pynvml
+  version: 11.4.1
+  sha256: d27be542cd9d06558de18e2deffc8022ccd7355bc7382255d477038e7e424c6c
+  requires_python: '>=3.6'
+- pypi: https://files.pythonhosted.org/packages/89/a4/0aef5837b4e11840f501e48e01c31242838476c4f4aff9c05e228a083982/pyogrio-0.12.1-cp311-cp311-manylinux_2_28_x86_64.whl
+  name: pyogrio
+  version: 0.12.1
+  sha256: 5f47787251de7ce13cc06038da93a1214dc283cbccf816be6e03c080358226c8
+  requires_dist:
+  - certifi
+  - numpy
+  - packaging
+  - cython>=3.1 ; extra == 'dev'
+  - pytest ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  - pytest-benchmark ; extra == 'benchmark'
+  - geopandas ; extra == 'geopandas'
+  requires_python: '>=3.10'
+- 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'
+- pypi: https://files.pythonhosted.org/packages/ad/ab/9bdb4a6216b712a1f9aab1c0fcbee5d3726f34a366f29c3e8c08a78d6b70/pyproj-3.7.2-cp311-cp311-manylinux_2_28_x86_64.whl
+  name: pyproj
+  version: 3.7.2
+  sha256: 281cb92847814e8018010c48b4069ff858a30236638631c1a91dd7bfa68f8a8a
+  requires_dist:
+  - certifi
+  requires_python: '>=3.11'
+- conda: https://conda.anaconda.org/conda-forge/linux-64/python-3.11.14-hd63d673_3_cpython.conda
+  build_number: 3
+  sha256: 41b29c2d62f7028bb7bb05eef3ff55f81e3c1cb40e76ba95a890a058fbc2a896
+  md5: 26d8f4db8c578dedba9f2c11423e59e5
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - bzip2 >=1.0.8,<2.0a0
+  - ld_impl_linux-64 >=2.36.1
+  - libexpat >=2.7.3,<3.0a0
+  - libffi >=3.5.2,<3.6.0a0
+  - libgcc >=14
+  - liblzma >=5.8.2,<6.0a0
+  - libnsl >=2.0.1,<2.1.0a0
+  - libsqlite >=3.51.2,<4.0a0
+  - libuuid >=2.41.3,<3.0a0
+  - libxcrypt >=4.4.36
+  - libzlib >=1.3.1,<2.0a0
+  - ncurses >=6.5,<7.0a0
+  - openssl >=3.5.4,<4.0a0
+  - readline >=8.3,<9.0a0
+  - tk >=8.6.13,<8.7.0a0
+  - tzdata
+  constrains:
+  - python_abi 3.11.* *_cp311
+  license: Python-2.0
+  purls: []
+  size: 30905206
+  timestamp: 1769472446175
+- pypi: https://files.pythonhosted.org/packages/ec/57/56b9bcc3c9c6a792fcbaf139543cee77261f3651ca9da0c93f5c1221264b/python_dateutil-2.9.0.post0-py2.py3-none-any.whl
+  name: python-dateutil
+  version: 2.9.0.post0
+  sha256: a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427
+  requires_dist:
+  - six>=1.5
+  requires_python: '>=2.7,!=3.0.*,!=3.1.*,!=3.2.*'
+- pypi: https://files.pythonhosted.org/packages/0e/93/c8c361bf0a2fe50f828f32def460e8b8a14b93955d3fd302b1a9b63b19e4/pytorch_lightning-2.6.1-py3-none-any.whl
+  name: pytorch-lightning
+  version: 2.6.1
+  sha256: 1f8118567ec829e3055f16cf1aa320883a86a47c836951bfd9dcfa34ec7ffd59
+  requires_dist:
+  - torch>=2.1.0
+  - tqdm>=4.57.0
+  - pyyaml>5.4
+  - fsspec[http]>=2022.5.0
+  - torchmetrics>0.7.0
+  - packaging>=23.0
+  - typing-extensions>4.5.0
+  - lightning-utilities>=0.10.0
+  - matplotlib>3.1 ; extra == 'extra'
+  - omegaconf>=2.2.3 ; extra == 'extra'
+  - hydra-core>=1.2.0 ; extra == 'extra'
+  - jsonargparse[jsonnet,signatures]>=4.39.0 ; extra == 'extra'
+  - rich>=12.3.0 ; extra == 'extra'
+  - tensorboardx>=2.2 ; extra == 'extra'
+  - bitsandbytes>=0.45.2 ; sys_platform != 'darwin' and extra == 'extra'
+  - deepspeed>=0.15.0,<0.17.0 ; sys_platform != 'darwin' and sys_platform != 'win32' and extra == 'strategies'
+  - coverage==7.13.1 ; python_full_version >= '3.10' and extra == 'test'
+  - coverage==7.10.7 ; python_full_version < '3.10' and extra == 'test'
+  - pytest==9.0.2 ; extra == 'test'
+  - pytest-cov==7.0.0 ; extra == 'test'
+  - pytest-timeout==2.4.0 ; extra == 'test'
+  - pytest-rerunfailures==16.0.1 ; python_full_version < '3.10' and extra == 'test'
+  - pytest-rerunfailures==16.1 ; python_full_version >= '3.10' and extra == 'test'
+  - pytest-random-order==1.2.0 ; extra == 'test'
+  - cloudpickle>=1.3 ; extra == 'test'
+  - scikit-learn>0.22.1 ; extra == 'test'
+  - numpy>1.21.0 ; python_full_version < '3.12' and extra == 'test'
+  - numpy>2.1.0 ; python_full_version >= '3.12' and extra == 'test'
+  - onnx>1.12.0 ; extra == 'test'
+  - onnxruntime>=1.12.0 ; extra == 'test'
+  - onnxscript>=0.1.0 ; extra == 'test'
+  - psutil<7.3.0 ; extra == 'test'
+  - pandas>2.0 ; extra == 'test'
+  - fastapi ; extra == 'test'
+  - uvicorn ; extra == 'test'
+  - tensorboard>=2.11 ; extra == 'test'
+  - torch-tensorrt ; python_full_version >= '3.12' and sys_platform != 'darwin' and extra == 'test'
+  - huggingface-hub ; extra == 'test'
+  - requests<2.33.0 ; extra == 'examples'
+  - torchvision>=0.16.0 ; extra == 'examples'
+  - ipython[all]>=8.0.0 ; extra == 'examples'
+  - torchmetrics>=0.10.0 ; extra == 'examples'
+  - deepspeed>=0.15.0,<0.17.0 ; sys_platform != 'darwin' and sys_platform != 'win32' and extra == 'deepspeed'
+  - matplotlib>3.1 ; extra == 'all'
+  - omegaconf>=2.2.3 ; extra == 'all'
+  - hydra-core>=1.2.0 ; extra == 'all'
+  - jsonargparse[jsonnet,signatures]>=4.39.0 ; extra == 'all'
+  - rich>=12.3.0 ; extra == 'all'
+  - tensorboardx>=2.2 ; extra == 'all'
+  - bitsandbytes>=0.45.2 ; sys_platform != 'darwin' and extra == 'all'
+  - deepspeed>=0.15.0,<0.17.0 ; sys_platform != 'darwin' and sys_platform != 'win32' and extra == 'all'
+  - requests<2.33.0 ; extra == 'all'
+  - torchvision>=0.16.0 ; extra == 'all'
+  - ipython[all]>=8.0.0 ; extra == 'all'
+  - torchmetrics>=0.10.0 ; extra == 'all'
+  - matplotlib>3.1 ; extra == 'dev'
+  - omegaconf>=2.2.3 ; extra == 'dev'
+  - hydra-core>=1.2.0 ; extra == 'dev'
+  - jsonargparse[jsonnet,signatures]>=4.39.0 ; extra == 'dev'
+  - rich>=12.3.0 ; extra == 'dev'
+  - tensorboardx>=2.2 ; extra == 'dev'
+  - bitsandbytes>=0.45.2 ; sys_platform != 'darwin' and extra == 'dev'
+  - deepspeed>=0.15.0,<0.17.0 ; sys_platform != 'darwin' and sys_platform != 'win32' and extra == 'dev'
+  - requests<2.33.0 ; extra == 'dev'
+  - torchvision>=0.16.0 ; extra == 'dev'
+  - ipython[all]>=8.0.0 ; extra == 'dev'
+  - torchmetrics>=0.10.0 ; extra == 'dev'
+  - coverage==7.13.1 ; python_full_version >= '3.10' and extra == 'dev'
+  - coverage==7.10.7 ; python_full_version < '3.10' and extra == 'dev'
+  - pytest==9.0.2 ; extra == 'dev'
+  - pytest-cov==7.0.0 ; extra == 'dev'
+  - pytest-timeout==2.4.0 ; extra == 'dev'
+  - pytest-rerunfailures==16.0.1 ; python_full_version < '3.10' and extra == 'dev'
+  - pytest-rerunfailures==16.1 ; python_full_version >= '3.10' and extra == 'dev'
+  - pytest-random-order==1.2.0 ; extra == 'dev'
+  - cloudpickle>=1.3 ; extra == 'dev'
+  - scikit-learn>0.22.1 ; extra == 'dev'
+  - numpy>1.21.0 ; python_full_version < '3.12' and extra == 'dev'
+  - numpy>2.1.0 ; python_full_version >= '3.12' and extra == 'dev'
+  - onnx>1.12.0 ; extra == 'dev'
+  - onnxruntime>=1.12.0 ; extra == 'dev'
+  - onnxscript>=0.1.0 ; extra == 'dev'
+  - psutil<7.3.0 ; extra == 'dev'
+  - pandas>2.0 ; extra == 'dev'
+  - fastapi ; extra == 'dev'
+  - uvicorn ; extra == 'dev'
+  - tensorboard>=2.11 ; extra == 'dev'
+  - torch-tensorrt ; python_full_version >= '3.12' and sys_platform != 'darwin' and extra == 'dev'
+  - huggingface-hub ; extra == 'dev'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/10/99/781fe0c827be2742bcc775efefccb3b048a3a9c6ce9aec0cbf4a101677e5/pytz-2026.1.post1-py2.py3-none-any.whl
+  name: pytz
+  version: 2026.1.post1
+  sha256: f2fd16142fda348286a75e1a524be810bb05d444e5a081f37f7affc635035f7a
+- pypi: https://files.pythonhosted.org/packages/71/60/917329f640924b18ff085ab889a11c763e0b573da888e8404ff486657602/pyyaml-6.0.3-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
+  name: pyyaml
+  version: 6.0.3
+  sha256: b8bb0864c5a28024fac8a632c443c87c5aa6f215c0b126c449ae1a150412f31d
+  requires_python: '>=3.8'
+- pypi: https://pypi.nvidia.com/raft-dask-cu12/raft_dask_cu12-24.10.0-cp311-cp311-manylinux_2_28_x86_64.whl
+  name: raft-dask-cu12
+  version: 24.10.0
+  sha256: 85be9d1ac985a849814596041eebe936bdee9465722fa4ef7cbaf659758a6f58
+  requires_dist:
+  - dask-cuda==24.10.*
+  - distributed-ucxx-cu12==0.40.*
+  - joblib>=0.11
+  - numba>=0.57
+  - pylibraft-cu12==24.10.*
+  - rapids-dask-dependency==24.10.*
+  - ucx-py-cu12==0.40.*
+  - pytest-cov ; extra == 'test'
+  - pytest==7.* ; extra == 'test'
+  requires_python: '>=3.10'
+- pypi: https://pypi.nvidia.com/rapids-dask-dependency/rapids_dask_dependency-24.10.0-py3-none-any.whl
+  name: rapids-dask-dependency
+  version: 24.10.0
+  sha256: 25242e0b1264e18e97d53b3fa96256d1e75f13865b84ea989f730b54c86d9023
+  requires_dist:
+  - dask==2024.9.0
+  - distributed==2024.9.0
+  - dask-expr==1.1.14
+  - pytest ; extra == 'test'
+- conda: https://conda.anaconda.org/conda-forge/linux-64/readline-8.3-h853b02a_0.conda
+  sha256: 12ffde5a6f958e285aa22c191ca01bbd3d6e710aa852e00618fa6ddc59149002
+  md5: d7d95fc8287ea7bf33e0e7116d2b95ec
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=14
+  - ncurses >=6.5,<7.0a0
+  license: GPL-3.0-only
+  license_family: GPL
+  purls: []
+  size: 345073
+  timestamp: 1765813471974
+- pypi: https://files.pythonhosted.org/packages/1e/db/4254e3eabe8020b458f1a747140d32277ec7a271daf1d235b70dc0b4e6e3/requests-2.32.5-py3-none-any.whl
+  name: requests
+  version: 2.32.5
+  sha256: 2462f94637a34fd532264295e186976db0f5d453d1cdd31473c85a6a161affb6
+  requires_dist:
+  - charset-normalizer>=2,<4
+  - idna>=2.5,<4
+  - urllib3>=1.21.1,<3
+  - 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'
+- pypi: https://files.pythonhosted.org/packages/14/25/b208c5683343959b670dc001595f2f3737e051da617f66c31f7c4fa93abc/rich-14.3.3-py3-none-any.whl
+  name: rich
+  version: 14.3.3
+  sha256: 793431c1f8619afa7d3b52b2cdec859562b950ea0d4b6b505397612db8d5362d
+  requires_dist:
+  - ipywidgets>=7.5.1,<9 ; extra == 'jupyter'
+  - markdown-it-py>=2.2.0
+  - pygments>=2.13.0,<3.0.0
+  requires_python: '>=3.8.0'
+- pypi: https://files.pythonhosted.org/packages/13/2f/b4530fbf948867702d0a3f27de4a6aab1d156f406d72852ab902c4d04de9/rich_rst-1.3.2-py3-none-any.whl
+  name: rich-rst
+  version: 1.3.2
+  sha256: a99b4907cbe118cf9d18b0b44de272efa61f15117c61e39ebdc431baf5df722a
+  requires_dist:
+  - docutils
+  - rich>=12.0.0
+  - sphinx ; extra == 'docs'
+- pypi: https://pypi.nvidia.com/rmm-cu12/rmm_cu12-24.10.0-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
+  name: rmm-cu12
+  version: 24.10.0
+  sha256: cda715f5a2e0c0fd801720dda6529ea29df47285e70baf6c9943a1a15c8d1c9d
+  requires_dist:
+  - cuda-python>=12.0,<13.0a0
+  - numba>=0.57
+  - numpy>=1.23,<3.0a0
+  - pytest ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/32/e9/c1d43543da87cd27e8e2a74db85cf0b6c5cff2d5f04a86bd584d2fbc2bb0/scanpy-1.11.5-py3-none-any.whl
+  name: scanpy
+  version: 1.11.5
+  sha256: fcd383ddcf7acbf7c0ca232c25ad51b00aec9f8d2f7c8954b8c6ee0962257166
+  requires_dist:
+  - anndata>=0.8
+  - h5py>=3.7.0
+  - joblib
+  - legacy-api-wrap>=1.4.1
+  - matplotlib>=3.7.5
+  - natsort
+  - networkx>=2.7.1
+  - numba>=0.57.1,!=0.62.0rc1
+  - numpy>=1.24.1
+  - packaging>=21.3
+  - pandas>=1.5.3
+  - patsy!=1.0.0
+  - pynndescent>=0.5.13
+  - scikit-learn>=1.1.3
+  - scipy>=1.8.1
+  - seaborn>=0.13.2
+  - session-info2
+  - statsmodels>=0.14.5
+  - tqdm
+  - typing-extensions ; python_full_version < '3.13'
+  - umap-learn>=0.5.6
+  - bbknn ; extra == 'bbknn'
+  - anndata[dask] ; extra == 'dask'
+  - dask[array]>=2022.9.2 ; extra == 'dask'
+  - anndata[dask] ; extra == 'dask-ml'
+  - dask-ml ; extra == 'dask-ml'
+  - dask[array]>=2022.9.2 ; extra == 'dask-ml'
+  - scipy-stubs ; extra == 'dev'
+  - towncrier ; extra == 'dev'
+  - anndata[dask] ; extra == 'doc'
+  - dask-ml ; extra == 'doc'
+  - dask[array]>=2022.9.2 ; extra == 'doc'
+  - igraph ; extra == 'doc'
+  - igraph>=0.10.8 ; extra == 'doc'
+  - ipython>=7.20 ; extra == 'doc'
+  - leidenalg>=0.9.0 ; extra == 'doc'
+  - myst-nb>=1 ; extra == 'doc'
+  - myst-parser>=2 ; extra == 'doc'
+  - nbsphinx>=0.9 ; extra == 'doc'
+  - sam-algorithm ; extra == 'doc'
+  - scanpydoc>=0.15.3 ; extra == 'doc'
+  - sphinx-autodoc-typehints>=1.25.2 ; extra == 'doc'
+  - sphinx-book-theme>=1.1.0 ; extra == 'doc'
+  - sphinx-copybutton ; extra == 'doc'
+  - sphinx-design ; extra == 'doc'
+  - sphinx-issues>=5.0.1 ; extra == 'doc'
+  - sphinx-tabs ; extra == 'doc'
+  - sphinx>=8.2.3 ; extra == 'doc'
+  - sphinxcontrib-bibtex ; extra == 'doc'
+  - sphinxext-opengraph ; extra == 'doc'
+  - harmonypy ; extra == 'harmony'
+  - igraph>=0.10.8 ; extra == 'leiden'
+  - leidenalg>=0.9.0 ; extra == 'leiden'
+  - igraph ; extra == 'louvain'
+  - louvain>=0.8.2 ; extra == 'louvain'
+  - setuptools<81 ; extra == 'louvain'
+  - magic-impute>=2.0.4 ; extra == 'magic'
+  - igraph ; extra == 'paga'
+  - cudf>=0.9 ; extra == 'rapids'
+  - cugraph>=0.9 ; extra == 'rapids'
+  - cuml>=0.9 ; extra == 'rapids'
+  - scanorama ; extra == 'scanorama'
+  - scikit-image ; extra == 'scrublet'
+  - scikit-misc>=0.1.4 ; extra == 'skmisc'
+  - anndata[dask] ; extra == 'test'
+  - dask-ml ; extra == 'test'
+  - dask[array]>=2022.9.2 ; extra == 'test'
+  - igraph ; extra == 'test'
+  - igraph>=0.10.8 ; extra == 'test'
+  - leidenalg>=0.9.0 ; extra == 'test'
+  - louvain>=0.8.2 ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  - pytest-mock ; extra == 'test'
+  - pytest-randomly ; extra == 'test'
+  - pytest-rerunfailures ; extra == 'test'
+  - pytest-xdist[psutil] ; extra == 'test'
+  - pytest>=8.2.2 ; extra == 'test'
+  - scikit-image ; extra == 'test'
+  - scikit-misc>=0.1.4 ; extra == 'test'
+  - setuptools<81 ; extra == 'test'
+  - tuna ; extra == 'test'
+  - zarr<3 ; extra == 'test'
+  - pytest-cov ; extra == 'test-min'
+  - pytest-mock ; extra == 'test-min'
+  - pytest-randomly ; extra == 'test-min'
+  - pytest-rerunfailures ; extra == 'test-min'
+  - pytest-xdist[psutil] ; extra == 'test-min'
+  - pytest>=8.2.2 ; extra == 'test-min'
+  - tuna ; extra == 'test-min'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/a5/2a/e71c1a7d90e70da67b88ccc609bd6ae54798d5847369b15d3a8052232f9d/scikit_image-0.26.0-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
+  name: scikit-image
+  version: 0.26.0
+  sha256: 74aa5518ccea28121f57a95374581d3b979839adc25bb03f289b1bc9b99c58af
+  requires_dist:
+  - numpy>=1.24
+  - scipy>=1.11.4
+  - networkx>=3.0
+  - pillow>=10.1
+  - imageio>=2.33,!=2.35.0
+  - tifffile>=2022.8.12
+  - packaging>=21
+  - lazy-loader>=0.4
+  - meson-python>=0.16 ; extra == 'build'
+  - ninja>=1.11.1.1 ; extra == 'build'
+  - cython>=3.0.8,!=3.2.0b1 ; extra == 'build'
+  - pythran>=0.16 ; extra == 'build'
+  - numpy>=2.0 ; extra == 'build'
+  - spin==0.13 ; extra == 'build'
+  - build>=1.2.1 ; extra == 'build'
+  - pooch>=1.6.0 ; extra == 'data'
+  - pre-commit ; extra == 'developer'
+  - ipython ; extra == 'developer'
+  - docstub==0.3.0.post0 ; extra == 'developer'
+  - scikit-image[asv] ; extra == 'developer'
+  - asv ; sys_platform != 'emscripten' and extra == 'asv'
+  - sphinx>=8.0 ; extra == 'docs'
+  - sphinx-gallery[parallel]>=0.18 ; extra == 'docs'
+  - numpydoc>=1.7 ; extra == 'docs'
+  - sphinx-copybutton ; extra == 'docs'
+  - matplotlib>=3.7 ; extra == 'docs'
+  - dask[array]>=2023.2.0 ; extra == 'docs'
+  - pandas>=2.0 ; extra == 'docs'
+  - seaborn>=0.11 ; extra == 'docs'
+  - pooch>=1.6 ; extra == 'docs'
+  - tifffile>=2022.8.12 ; extra == 'docs'
+  - myst-parser ; extra == 'docs'
+  - intersphinx-registry>=0.2411.14 ; extra == 'docs'
+  - ipywidgets ; extra == 'docs'
+  - ipykernel ; extra == 'docs'
+  - plotly>=5.20 ; extra == 'docs'
+  - kaleido==0.2.1 ; extra == 'docs'
+  - scikit-learn>=1.2 ; extra == 'docs'
+  - sphinx-design>=0.5 ; extra == 'docs'
+  - pydata-sphinx-theme>=0.16 ; extra == 'docs'
+  - pywavelets>=1.6 ; extra == 'docs'
+  - pytest-doctestplus>=1.6.0 ; extra == 'docs'
+  - simpleitk ; sys_platform != 'emscripten' and extra == 'optional'
+  - scikit-learn>=1.2 ; extra == 'optional'
+  - pyamg>=5.2 ; python_full_version < '3.14' and sys_platform != 'emscripten' and extra == 'optional'
+  - scikit-image[optional-free-threaded] ; extra == 'optional'
+  - astropy>=6.0 ; extra == 'optional-free-threaded'
+  - dask[array]>=2023.2.0 ; extra == 'optional-free-threaded'
+  - matplotlib>=3.7 ; extra == 'optional-free-threaded'
+  - pooch>=1.6.0 ; sys_platform != 'emscripten' and extra == 'optional-free-threaded'
+  - pywavelets>=1.6 ; extra == 'optional-free-threaded'
+  - numpydoc>=1.7 ; extra == 'test'
+  - pooch>=1.6.0 ; sys_platform != 'emscripten' and extra == 'test'
+  - pytest>=8.3 ; extra == 'test'
+  - pytest-cov>=2.11.0 ; extra == 'test'
+  - pytest-pretty ; extra == 'test'
+  - pytest-localserver ; extra == 'test'
+  - pytest-faulthandler ; extra == 'test'
+  - pytest-doctestplus>=1.6.0 ; extra == 'test'
+  requires_python: '>=3.11'
+- pypi: https://files.pythonhosted.org/packages/36/4d/4a67f30778a45d542bbea5db2dbfa1e9e100bf9ba64aefe34215ba9f11f6/scikit_learn-1.8.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
+  name: scikit-learn
+  version: 1.8.0
+  sha256: ada8121bcb4dac28d930febc791a69f7cb1673c8495e5eee274190b73a4559c1
+  requires_dist:
+  - numpy>=1.24.1
+  - scipy>=1.10.0
+  - joblib>=1.3.0
+  - threadpoolctl>=3.2.0
+  - numpy>=1.24.1 ; extra == 'build'
+  - scipy>=1.10.0 ; extra == 'build'
+  - cython>=3.1.2 ; extra == 'build'
+  - meson-python>=0.17.1 ; extra == 'build'
+  - numpy>=1.24.1 ; extra == 'install'
+  - scipy>=1.10.0 ; extra == 'install'
+  - joblib>=1.3.0 ; extra == 'install'
+  - threadpoolctl>=3.2.0 ; extra == 'install'
+  - matplotlib>=3.6.1 ; extra == 'benchmark'
+  - pandas>=1.5.0 ; extra == 'benchmark'
+  - memory-profiler>=0.57.0 ; extra == 'benchmark'
+  - matplotlib>=3.6.1 ; extra == 'docs'
+  - scikit-image>=0.22.0 ; extra == 'docs'
+  - pandas>=1.5.0 ; extra == 'docs'
+  - seaborn>=0.13.0 ; extra == 'docs'
+  - memory-profiler>=0.57.0 ; extra == 'docs'
+  - sphinx>=7.3.7 ; extra == 'docs'
+  - sphinx-copybutton>=0.5.2 ; extra == 'docs'
+  - sphinx-gallery>=0.17.1 ; extra == 'docs'
+  - numpydoc>=1.2.0 ; extra == 'docs'
+  - pillow>=10.1.0 ; extra == 'docs'
+  - pooch>=1.8.0 ; extra == 'docs'
+  - sphinx-prompt>=1.4.0 ; extra == 'docs'
+  - sphinxext-opengraph>=0.9.1 ; extra == 'docs'
+  - plotly>=5.18.0 ; extra == 'docs'
+  - polars>=0.20.30 ; extra == 'docs'
+  - sphinx-design>=0.6.0 ; extra == 'docs'
+  - sphinxcontrib-sass>=0.3.4 ; extra == 'docs'
+  - pydata-sphinx-theme>=0.15.3 ; extra == 'docs'
+  - sphinx-remove-toctrees>=1.0.0.post1 ; extra == 'docs'
+  - towncrier>=24.8.0 ; extra == 'docs'
+  - matplotlib>=3.6.1 ; extra == 'examples'
+  - scikit-image>=0.22.0 ; extra == 'examples'
+  - pandas>=1.5.0 ; extra == 'examples'
+  - seaborn>=0.13.0 ; extra == 'examples'
+  - pooch>=1.8.0 ; extra == 'examples'
+  - plotly>=5.18.0 ; extra == 'examples'
+  - matplotlib>=3.6.1 ; extra == 'tests'
+  - pandas>=1.5.0 ; extra == 'tests'
+  - pytest>=7.1.2 ; extra == 'tests'
+  - pytest-cov>=2.9.0 ; extra == 'tests'
+  - ruff>=0.11.7 ; extra == 'tests'
+  - mypy>=1.15 ; extra == 'tests'
+  - pyamg>=5.0.0 ; extra == 'tests'
+  - polars>=0.20.30 ; extra == 'tests'
+  - pyarrow>=12.0.0 ; extra == 'tests'
+  - numpydoc>=1.2.0 ; extra == 'tests'
+  - pooch>=1.8.0 ; extra == 'tests'
+  - conda-lock==3.0.1 ; extra == 'maintenance'
+  requires_python: '>=3.11'
+- pypi: https://files.pythonhosted.org/packages/09/7d/af933f0f6e0767995b4e2d705a0665e454d1c19402aa7e895de3951ebb04/scipy-1.17.1-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
+  name: scipy
+  version: 1.17.1
+  sha256: 43af8d1f3bea642559019edfe64e9b11192a8978efbd1539d7bc2aaa23d92de4
+  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'
+- 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'
+- pypi: ./
+  name: segger
+  version: 0.1.0
+  sha256: 800a085c1d8e3c13b06804ff039a14bc4f9789fe51414139e12b0dfc7505ad3d
+  requires_dist:
+  - anndata
+  - cyclopts
+  - geopandas
+  - numba
+  - numpy
+  - opencv-python
+  - pandas
+  - polars
+  - pyarrow
+  - scanpy
+  - scipy
+  - shapely
+  - scikit-image
+  - scikit-learn
+  - tifffile
+  requires_python: '>=3.11'
+- pypi: https://files.pythonhosted.org/packages/44/7c/64d18f2374e19ba9bee52dee885ec81f808a1863ed0995495b83319b88bc/session_info2-0.4-py3-none-any.whl
+  name: session-info2
+  version: '0.4'
+  sha256: 1c06604853acd43d8cdcc9e815efbdf5534d728234e8374dea1eef29496bb1df
+  requires_dist:
+  - click!=8.3 ; extra == 'docs'
+  - furo ; extra == 'docs'
+  - hatch ; extra == 'docs'
+  - ipywidgets ; extra == 'docs'
+  - myst-nb ; extra == 'docs'
+  - numpy ; extra == 'docs'
+  - session-info ; extra == 'docs'
+  - sphinx ; extra == 'docs'
+  - sphinx-autodoc-typehints ; extra == 'docs'
+  - sphinx-codeautolink ; extra == 'docs'
+  - ipywidgets ; extra == 'jupyter'
+  - ipywidgets ; extra == 'notebook'
+  - numpy ; extra == 'notebook'
+  - session-info ; extra == 'notebook'
+  - coverage[toml]>=6.5 ; extra == 'test'
+  - ipykernel ; extra == 'test'
+  - jupyter-client ; extra == 'test'
+  - pytest ; extra == 'test'
+  - pytest-asyncio ; extra == 'test'
+  - pytest-md ; extra == 'test'
+  - pytest-subprocess ; extra == 'test'
+  - testing-common-database ; extra == 'test'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/13/02/58b0b8d9c17c93ab6340edd8b7308c0c5a5b81f94ce65705819b7416dba5/shapely-2.1.2-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
+  name: shapely
+  version: 2.1.2
+  sha256: 136ab87b17e733e22f0961504d05e77e7be8c9b5a8184f685b4a91a84efe3c26
+  requires_dist:
+  - numpy>=1.21
+  - pytest ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  - scipy-doctest ; extra == 'test'
+  - numpydoc==1.1.* ; extra == 'docs'
+  - matplotlib ; extra == 'docs'
+  - sphinx ; extra == 'docs'
+  - sphinx-book-theme ; extra == 'docs'
+  - sphinx-remove-toctrees ; extra == 'docs'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/b7/ce/149a00dd41f10bc29e5921b496af8b574d8413afcd5e30dfa0ed46c2cc5e/six-1.17.0-py2.py3-none-any.whl
+  name: six
+  version: 1.17.0
+  sha256: 4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274
+  requires_python: '>=2.7,!=3.0.*,!=3.1.*,!=3.2.*'
+- pypi: https://files.pythonhosted.org/packages/32/46/9cb0e58b2deb7f82b84065f37f3bffeb12413f947f9388e4cac22c4621ce/sortedcontainers-2.4.0-py2.py3-none-any.whl
+  name: sortedcontainers
+  version: 2.4.0
+  sha256: a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0
+- pypi: https://files.pythonhosted.org/packages/40/c6/9ae8e9b0721e9b6eb5f340c3a0ce8cd7cce4f66e03dd81f80d60f111987f/statsmodels-0.14.6-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
+  name: statsmodels
+  version: 0.14.6
+  sha256: a3764ba8195c9baf0925a96da0743ff218067a269f01d155ca3558deed2658ca
+  requires_dist:
+  - numpy>=1.22.3,<3
+  - scipy>=1.8,!=1.9.2
+  - pandas>=1.4,!=2.1.0
+  - patsy>=0.5.6
+  - packaging>=21.3
+  - cython>=3.0.10 ; extra == 'build'
+  - cython>=3.0.10 ; extra == 'develop'
+  - cython>=3.0.10,<4 ; extra == 'develop'
+  - setuptools-scm[toml]~=8.0 ; extra == 'develop'
+  - matplotlib>=3 ; extra == 'develop'
+  - colorama ; extra == 'develop'
+  - joblib ; extra == 'develop'
+  - jinja2 ; extra == 'develop'
+  - pytest>=7.3.0,<8 ; extra == 'develop'
+  - pytest-randomly ; extra == 'develop'
+  - pytest-xdist ; extra == 'develop'
+  - pytest-cov ; extra == 'develop'
+  - pywinpty ; os_name == 'nt' and extra == 'develop'
+  - flake8 ; extra == 'develop'
+  - isort ; extra == 'develop'
+  - sphinx ; extra == 'docs'
+  - nbconvert ; extra == 'docs'
+  - jupyter-client ; extra == 'docs'
+  - ipykernel ; extra == 'docs'
+  - matplotlib ; extra == 'docs'
+  - nbformat ; extra == 'docs'
+  - numpydoc ; extra == 'docs'
+  - pandas-datareader ; extra == 'docs'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/b2/fe/81695a1aa331a842b582453b605175f419fe8540355886031328089d840a/sympy-1.13.1-py3-none-any.whl
+  name: sympy
+  version: 1.13.1
+  sha256: db36cdc64bf61b9b24578b6f7bab1ecdd2452cf008f34faa33776680c26d66f8
+  requires_dist:
+  - mpmath>=1.1.0,<1.4
+  - pytest>=7.1.0 ; extra == 'dev'
+  - hypothesis>=6.70.0 ; extra == 'dev'
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/02/be/5d2d47b1fb58943194fb59dcf222f7c4e35122ec0ffe8c36e18b5d728f0b/tblib-3.2.2-py3-none-any.whl
+  name: tblib
+  version: 3.2.2
+  sha256: 26bdccf339bcce6a88b2b5432c988b266ebbe63a4e593f6b578b1d2e723d2b76
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/32/d5/f9a850d79b0851d1d4ef6456097579a9005b31fea68726a4ae5f2d82ddd9/threadpoolctl-3.6.0-py3-none-any.whl
+  name: threadpoolctl
+  version: 3.6.0
+  sha256: 43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/1a/e4/e804505f87627cd8cdae9c010c47c4485fd8c1ce31a7dd0ab7fcc4707377/tifffile-2026.3.3-py3-none-any.whl
+  name: tifffile
+  version: 2026.3.3
+  sha256: e8be15c94273113d31ecb7aa3a39822189dd11c4967e3cc88c178f1ad2fd1170
+  requires_dist:
+  - numpy
+  - imagecodecs>=2025.11.11 ; extra == 'codecs'
+  - defusedxml ; extra == 'xml'
+  - lxml ; extra == 'xml'
+  - zarr>=3.1.5 ; extra == 'zarr'
+  - fsspec ; extra == 'zarr'
+  - kerchunk ; extra == 'zarr'
+  - matplotlib ; extra == 'plot'
+  - imagecodecs>=2025.11.11 ; extra == 'all'
+  - matplotlib ; extra == 'all'
+  - defusedxml ; extra == 'all'
+  - lxml ; extra == 'all'
+  - zarr>=3.1.5 ; extra == 'all'
+  - fsspec ; extra == 'all'
+  - kerchunk ; extra == 'all'
+  - cmapfile ; extra == 'test'
+  - czifile ; extra == 'test'
+  - dask ; extra == 'test'
+  - defusedxml ; extra == 'test'
+  - fsspec ; extra == 'test'
+  - imagecodecs ; extra == 'test'
+  - kerchunk ; extra == 'test'
+  - lfdfiles ; extra == 'test'
+  - lxml ; extra == 'test'
+  - ndtiff ; extra == 'test'
+  - oiffile ; extra == 'test'
+  - psdtags ; extra == 'test'
+  - pytest ; extra == 'test'
+  - requests ; extra == 'test'
+  - roifile ; extra == 'test'
+  - xarray ; extra == 'test'
+  - zarr>=3.1.5 ; extra == 'test'
+  requires_python: '>=3.11'
+- conda: https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_h366c992_103.conda
+  sha256: cafeec44494f842ffeca27e9c8b0c27ed714f93ac77ddadc6aaf726b5554ebac
+  md5: cffd3bdd58090148f4cfcd831f4b26ab
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=14
+  - libzlib >=1.3.1,<2.0a0
+  constrains:
+  - xorg-libx11 >=1.8.12,<2.0a0
+  license: TCL
+  license_family: BSD
+  purls: []
+  size: 3301196
+  timestamp: 1769460227866
+- pypi: https://files.pythonhosted.org/packages/fb/12/5911ae3eeec47800503a238d971e51722ccea5feb8569b735184d5fcdbc0/toolz-1.1.0-py3-none-any.whl
+  name: toolz
+  version: 1.1.0
+  sha256: 15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8
+  requires_python: '>=3.9'
+- pypi: https://download.pytorch.org/whl/cu121/torch-2.5.1%2Bcu121-cp311-cp311-linux_x86_64.whl
+  name: torch
+  version: 2.5.1+cu121
+  sha256: c8ab8c92eab928a93c483f83ca8c63f13dafc10fc93ad90ed2dcb7c82ea50410
+  requires_dist:
+  - filelock
+  - typing-extensions>=4.8.0
+  - networkx
+  - jinja2
+  - fsspec
+  - nvidia-cuda-nvrtc-cu12==12.1.105 ; platform_machine == 'x86_64' and sys_platform == 'linux'
+  - nvidia-cuda-runtime-cu12==12.1.105 ; platform_machine == 'x86_64' and sys_platform == 'linux'
+  - nvidia-cuda-cupti-cu12==12.1.105 ; platform_machine == 'x86_64' and sys_platform == 'linux'
+  - nvidia-cudnn-cu12==9.1.0.70 ; platform_machine == 'x86_64' and sys_platform == 'linux'
+  - nvidia-cublas-cu12==12.1.3.1 ; platform_machine == 'x86_64' and sys_platform == 'linux'
+  - nvidia-cufft-cu12==11.0.2.54 ; platform_machine == 'x86_64' and sys_platform == 'linux'
+  - nvidia-curand-cu12==10.3.2.106 ; platform_machine == 'x86_64' and sys_platform == 'linux'
+  - nvidia-cusolver-cu12==11.4.5.107 ; platform_machine == 'x86_64' and sys_platform == 'linux'
+  - nvidia-cusparse-cu12==12.1.0.106 ; platform_machine == 'x86_64' and sys_platform == 'linux'
+  - nvidia-nccl-cu12==2.21.5 ; platform_machine == 'x86_64' and sys_platform == 'linux'
+  - nvidia-nvtx-cu12==12.1.105 ; platform_machine == 'x86_64' and sys_platform == 'linux'
+  - triton==3.1.0 ; python_full_version < '3.13' and platform_machine == 'x86_64' and sys_platform == 'linux'
+  - sympy==1.12.1 ; python_full_version == '3.8.*'
+  - setuptools ; python_full_version >= '3.12'
+  - sympy==1.13.1 ; python_full_version >= '3.9'
+  - opt-einsum>=3.3 ; extra == 'opt-einsum'
+  - optree>=0.12.0 ; extra == 'optree'
+  requires_python: '>=3.8.0'
+- pypi: https://files.pythonhosted.org/packages/1e/d3/4dffd7300500465e0b4a2ae917dcb2ce771de0b9a772670365799a27c024/torch_geometric-2.7.0-py3-none-any.whl
+  name: torch-geometric
+  version: 2.7.0
+  sha256: 6e0cd3ad824d484651ef5d308fc66c687bfcf5ba040d56d1e0fe0f81f365e292
+  requires_dist:
+  - aiohttp
+  - fsspec
+  - jinja2
+  - numpy
+  - psutil>=5.8.0
+  - pyparsing
+  - requests
+  - tqdm
+  - xxhash
+  - matplotlib ; extra == 'benchmark'
+  - networkx ; extra == 'benchmark'
+  - pandas ; extra == 'benchmark'
+  - protobuf<4.21 ; extra == 'benchmark'
+  - wandb ; extra == 'benchmark'
+  - ipython ; extra == 'dev'
+  - matplotlib-inline ; extra == 'dev'
+  - pre-commit ; extra == 'dev'
+  - torch-geometric[test] ; extra == 'dev'
+  - scipy ; extra == 'full'
+  - scikit-learn ; extra == 'full'
+  - ase ; extra == 'full'
+  - captum<0.7.0 ; extra == 'full'
+  - graphviz ; extra == 'full'
+  - h5py ; extra == 'full'
+  - matplotlib ; extra == 'full'
+  - networkx ; extra == 'full'
+  - numba<0.60.0 ; extra == 'full'
+  - opt-einsum ; extra == 'full'
+  - pandas ; extra == 'full'
+  - pynndescent ; extra == 'full'
+  - pytorch-memlab ; extra == 'full'
+  - rdflib ; extra == 'full'
+  - rdkit ; extra == 'full'
+  - scikit-image ; extra == 'full'
+  - statsmodels ; extra == 'full'
+  - sympy ; extra == 'full'
+  - tabulate ; extra == 'full'
+  - torch-geometric[graphgym,modelhub] ; extra == 'full'
+  - torchmetrics ; extra == 'full'
+  - trimesh ; extra == 'full'
+  - protobuf<4.21 ; extra == 'graphgym'
+  - pytorch-lightning ; extra == 'graphgym'
+  - yacs ; extra == 'graphgym'
+  - huggingface-hub ; extra == 'modelhub'
+  - pcst-fast ; extra == 'rag'
+  - datasets ; extra == 'rag'
+  - transformers ; extra == 'rag'
+  - pandas ; extra == 'rag'
+  - sentencepiece ; extra == 'rag'
+  - accelerate ; extra == 'rag'
+  - torchmetrics ; extra == 'rag'
+  - onnx ; extra == 'test'
+  - onnxruntime ; extra == 'test'
+  - onnxscript ; extra == 'test'
+  - pytest ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  requires_python: '>=3.10'
+- pypi: https://data.pyg.org/whl/torch-2.5.0%2Bcu121/torch_scatter-2.1.2%2Bpt25cu121-cp311-cp311-linux_x86_64.whl
+  name: torch-scatter
+  version: 2.1.2+pt25cu121
+  requires_dist:
+  - pytest ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  requires_python: '>=3.8'
+- pypi: https://data.pyg.org/whl/torch-2.5.0%2Bcu121/torch_sparse-0.6.18%2Bpt25cu121-cp311-cp311-linux_x86_64.whl
+  name: torch-sparse
+  version: 0.6.18+pt25cu121
+  requires_dist:
+  - scipy
+  - pytest ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/c3/a2/c7f6ebf546f8f644edf0f999aa98ece106986a77a7b922316bf6414ff825/torchmetrics-1.9.0-py3-none-any.whl
+  name: torchmetrics
+  version: 1.9.0
+  sha256: bfdcbff3dd1d96b3374bb2496eb39f23c4b28b8a845b6a18c313688e0d2d9ca1
+  requires_dist:
+  - numpy>1.20.0
+  - packaging>17.1
+  - torch>=2.0.0
+  - lightning-utilities>=0.15.3
+  - requests>=2.22.0 ; extra == 'audio'
+  - onnxruntime>=1.12.0 ; extra == 'audio'
+  - gammatone>=1.0.0 ; extra == 'audio'
+  - pesq>=0.0.4 ; extra == 'audio'
+  - pystoi>=0.4.0 ; extra == 'audio'
+  - librosa>=0.10.0 ; extra == 'audio'
+  - torchaudio>=2.0.1 ; extra == 'audio'
+  - torch-linear-assignment>=0.0.2 ; extra == 'clustering'
+  - pycocotools>2.0.0 ; extra == 'detection'
+  - torchvision>=0.15.1 ; extra == 'detection'
+  - torch-fidelity<=0.4.0 ; extra == 'image'
+  - torchvision>=0.15.1 ; extra == 'image'
+  - scipy>1.0.0 ; extra == 'image'
+  - timm>=0.9.0 ; extra == 'multimodal'
+  - transformers>=4.43.0 ; extra == 'multimodal'
+  - einops>=0.7.0 ; extra == 'multimodal'
+  - piq<=0.8.0 ; extra == 'multimodal'
+  - tqdm<4.68.0 ; extra == 'text'
+  - nltk>3.8.1 ; extra == 'text'
+  - ipadic>=1.0.0 ; extra == 'text'
+  - mecab-python3>=1.0.6 ; extra == 'text'
+  - transformers>=4.43.0 ; extra == 'text'
+  - regex>=2021.9.24 ; extra == 'text'
+  - sentencepiece>=0.2.0 ; extra == 'text'
+  - types-six ; extra == 'typing'
+  - mypy==1.17.1 ; extra == 'typing'
+  - types-requests ; extra == 'typing'
+  - types-tabulate ; extra == 'typing'
+  - types-setuptools ; extra == 'typing'
+  - types-emoji ; extra == 'typing'
+  - torch==2.8.0 ; extra == 'typing'
+  - types-pyyaml ; extra == 'typing'
+  - types-protobuf ; extra == 'typing'
+  - vmaf-torch>=1.1.0 ; extra == 'video'
+  - einops>=0.7.0 ; extra == 'video'
+  - matplotlib>=3.6.0 ; extra == 'visual'
+  - scienceplots>=2.0.0 ; extra == 'visual'
+  - requests>=2.22.0 ; extra == 'all'
+  - onnxruntime>=1.12.0 ; extra == 'all'
+  - gammatone>=1.0.0 ; extra == 'all'
+  - pesq>=0.0.4 ; extra == 'all'
+  - pystoi>=0.4.0 ; extra == 'all'
+  - librosa>=0.10.0 ; extra == 'all'
+  - torchaudio>=2.0.1 ; extra == 'all'
+  - torch-linear-assignment>=0.0.2 ; extra == 'all'
+  - pycocotools>2.0.0 ; extra == 'all'
+  - torchvision>=0.15.1 ; extra == 'all'
+  - torch-fidelity<=0.4.0 ; extra == 'all'
+  - torchvision>=0.15.1 ; extra == 'all'
+  - scipy>1.0.0 ; extra == 'all'
+  - timm>=0.9.0 ; extra == 'all'
+  - transformers>=4.43.0 ; extra == 'all'
+  - einops>=0.7.0 ; extra == 'all'
+  - piq<=0.8.0 ; extra == 'all'
+  - tqdm<4.68.0 ; extra == 'all'
+  - nltk>3.8.1 ; extra == 'all'
+  - ipadic>=1.0.0 ; extra == 'all'
+  - mecab-python3>=1.0.6 ; extra == 'all'
+  - transformers>=4.43.0 ; extra == 'all'
+  - regex>=2021.9.24 ; extra == 'all'
+  - sentencepiece>=0.2.0 ; extra == 'all'
+  - types-six ; extra == 'all'
+  - mypy==1.17.1 ; extra == 'all'
+  - types-requests ; extra == 'all'
+  - types-tabulate ; extra == 'all'
+  - types-setuptools ; extra == 'all'
+  - types-emoji ; extra == 'all'
+  - torch==2.8.0 ; extra == 'all'
+  - types-pyyaml ; extra == 'all'
+  - types-protobuf ; extra == 'all'
+  - vmaf-torch>=1.1.0 ; extra == 'all'
+  - einops>=0.7.0 ; extra == 'all'
+  - matplotlib>=3.6.0 ; extra == 'all'
+  - scienceplots>=2.0.0 ; extra == 'all'
+  - requests>=2.22.0 ; extra == 'dev'
+  - onnxruntime>=1.12.0 ; extra == 'dev'
+  - gammatone>=1.0.0 ; extra == 'dev'
+  - pesq>=0.0.4 ; extra == 'dev'
+  - pystoi>=0.4.0 ; extra == 'dev'
+  - librosa>=0.10.0 ; extra == 'dev'
+  - torchaudio>=2.0.1 ; extra == 'dev'
+  - torch-linear-assignment>=0.0.2 ; extra == 'dev'
+  - pycocotools>2.0.0 ; extra == 'dev'
+  - torchvision>=0.15.1 ; extra == 'dev'
+  - torch-fidelity<=0.4.0 ; extra == 'dev'
+  - torchvision>=0.15.1 ; extra == 'dev'
+  - scipy>1.0.0 ; extra == 'dev'
+  - timm>=0.9.0 ; extra == 'dev'
+  - transformers>=4.43.0 ; extra == 'dev'
+  - einops>=0.7.0 ; extra == 'dev'
+  - piq<=0.8.0 ; extra == 'dev'
+  - tqdm<4.68.0 ; extra == 'dev'
+  - nltk>3.8.1 ; extra == 'dev'
+  - ipadic>=1.0.0 ; extra == 'dev'
+  - mecab-python3>=1.0.6 ; extra == 'dev'
+  - transformers>=4.43.0 ; extra == 'dev'
+  - regex>=2021.9.24 ; extra == 'dev'
+  - sentencepiece>=0.2.0 ; extra == 'dev'
+  - types-six ; extra == 'dev'
+  - mypy==1.17.1 ; extra == 'dev'
+  - types-requests ; extra == 'dev'
+  - types-tabulate ; extra == 'dev'
+  - types-setuptools ; extra == 'dev'
+  - types-emoji ; extra == 'dev'
+  - torch==2.8.0 ; extra == 'dev'
+  - types-pyyaml ; extra == 'dev'
+  - types-protobuf ; extra == 'dev'
+  - vmaf-torch>=1.1.0 ; extra == 'dev'
+  - einops>=0.7.0 ; extra == 'dev'
+  - matplotlib>=3.6.0 ; extra == 'dev'
+  - scienceplots>=2.0.0 ; extra == 'dev'
+  - pytorch-msssim==1.0.0 ; extra == 'dev'
+  - sewar>=0.4.4 ; extra == 'dev'
+  - setuptools<82.0.0 ; extra == 'dev'
+  - scikit-image>=0.19.0 ; extra == 'dev'
+  - dists-pytorch==0.1 ; extra == 'dev'
+  - rouge-score>0.1.0 ; extra == 'dev'
+  - netcal>1.0.0 ; extra == 'dev'
+  - pandas>1.4.0 ; extra == 'dev'
+  - numpy<2.4.0 ; extra == 'dev'
+  - torch-complex<0.5.0 ; extra == 'dev'
+  - permetrics==2.0.0 ; extra == 'dev'
+  - jiwer>=2.3.0 ; extra == 'dev'
+  - aeon>=1.0.0 ; python_full_version >= '3.11' and extra == 'dev'
+  - mir-eval>=0.6 ; extra == 'dev'
+  - huggingface-hub<0.35 ; extra == 'dev'
+  - faster-coco-eval>=1.6.3 ; extra == 'dev'
+  - mecab-ko-dic>=1.0.0 ; python_full_version < '3.12' and extra == 'dev'
+  - monai==1.4.0 ; extra == 'dev'
+  - mecab-ko>=1.0.0,<1.1.0 ; python_full_version < '3.12' and extra == 'dev'
+  - bert-score==0.3.13 ; extra == 'dev'
+  - sacrebleu>=2.3.0 ; extra == 'dev'
+  - scipy>1.0.0 ; extra == 'dev'
+  - lpips<=0.1.4 ; extra == 'dev'
+  - dython==0.7.9 ; extra == 'dev'
+  - properscoring==0.1 ; extra == 'dev'
+  - fast-bss-eval>=0.1.0 ; extra == 'dev'
+  - pytdc==0.4.1 ; python_full_version < '3.12' and sys_platform == 'win32' and extra == 'dev'
+  - fairlearn ; extra == 'dev'
+  - kornia>=0.6.7 ; extra == 'dev'
+  - statsmodels>0.13.5 ; extra == 'dev'
+  requires_python: '>=3.10'
+- pypi: https://download.pytorch.org/whl/cu121/torchvision-0.20.1%2Bcu121-cp311-cp311-linux_x86_64.whl
+  name: torchvision
+  version: 0.20.1+cu121
+  sha256: 237609a3551c2b68f32bcd3f3875dca93836010d83922ef2f3bd3a7540caee58
+  requires_dist:
+  - numpy
+  - torch==2.5.1
+  - pillow>=5.3.0,!=8.3.*
+  - gdown>=4.7.3 ; extra == 'gdown'
+  - scipy ; extra == 'scipy'
+  requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/b2/04/7b5705d5b3c0fab088f434f9c83edac1573830ca49ccf29fb83bf7178eec/tornado-6.5.5-cp39-abi3-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
+  name: tornado
+  version: 6.5.5
+  sha256: e74c92e8e65086b338fd56333fb9a68b9f6f2fe7ad532645a290a464bcf46be5
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/16/e1/3079a9ff9b8e11b846c6ac5c8b5bfb7ff225eee721825310c91b3b50304f/tqdm-4.67.3-py3-none-any.whl
+  name: tqdm
+  version: 4.67.3
+  sha256: ee1e4c0e59148062281c49d80b25b67771a127c85fc9676d3be5f243206826bf
+  requires_dist:
+  - colorama ; sys_platform == 'win32'
+  - importlib-metadata ; python_full_version < '3.8'
+  - pytest>=6 ; extra == 'dev'
+  - pytest-cov ; extra == 'dev'
+  - pytest-timeout ; extra == 'dev'
+  - pytest-asyncio>=0.24 ; extra == 'dev'
+  - nbval ; extra == 'dev'
+  - requests ; extra == 'discord'
+  - slack-sdk ; extra == 'slack'
+  - requests ; extra == 'telegram'
+  - ipywidgets>=6 ; extra == 'notebook'
+  requires_python: '>=3.7'
+- pypi: https://files.pythonhosted.org/packages/42/0e/c9aecfed527ef6bff91ea51036cfcf4b6f6218bc6f507cdf4dff0bb2c81f/treelite-4.3.0-py3-none-manylinux2014_x86_64.whl
+  name: treelite
+  version: 4.3.0
+  sha256: 32e6c09796d11f0107adc35897d85f25c74ad2e53e0666df7fbbf57f1d545b1f
+  requires_dist:
+  - numpy
+  - packaging
+  - scipy
+  - scikit-learn ; extra == 'scikit-learn'
+  - hypothesis ; extra == 'testing'
+  - pandas ; extra == 'testing'
+  - pytest ; extra == 'testing'
+  - scikit-learn ; extra == 'testing'
+  requires_python: '>=3.8'
+- pypi: https://download.pytorch.org/whl/triton-3.1.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+  name: triton
+  version: 3.1.0
+  sha256: 0f34f6e7885d1bf0eaaf7ba875a5f0ce6f3c13ba98f9503651c1e6dc6757ed5c
+  requires_dist:
+  - filelock
+  - cmake>=3.20 ; extra == 'build'
+  - lit ; extra == 'build'
+  - autopep8 ; extra == 'tests'
+  - flake8 ; extra == 'tests'
+  - isort ; extra == 'tests'
+  - numpy ; extra == 'tests'
+  - pytest ; extra == 'tests'
+  - scipy>=1.7.1 ; extra == 'tests'
+  - llnl-hatchet ; extra == 'tests'
+  - matplotlib ; extra == 'tutorials'
+  - pandas ; extra == 'tutorials'
+  - tabulate ; extra == 'tutorials'
+- pypi: https://download.pytorch.org/whl/typing_extensions-4.15.0-py3-none-any.whl
+  name: typing-extensions
+  version: 4.15.0
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/18/67/36e9267722cc04a6b9f15c7f3441c2363321a3ea07da7ae0c0707beb2a9c/typing_extensions-4.15.0-py3-none-any.whl
+  name: typing-extensions
+  version: 4.15.0
+  sha256: f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/c7/b0/003792df09decd6849a5e39c28b513c06e84436a54440380862b5aeff25d/tzdata-2025.3-py2.py3-none-any.whl
+  name: tzdata
+  version: '2025.3'
+  sha256: 06a47e5700f3081aab02b2e513160914ff0694bce9947d6b76ebd6bf57cfc5d1
+  requires_python: '>=2'
+- conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2025c-hc9c84f9_1.conda
+  sha256: 1d30098909076af33a35017eed6f2953af1c769e273a0626a04722ac4acaba3c
+  md5: ad659d0a2b3e47e38d829aa8cad2d610
+  license: LicenseRef-Public-Domain
+  purls: []
+  size: 119135
+  timestamp: 1767016325805
+- pypi: https://pypi.nvidia.com/ucx-py-cu12/ucx_py_cu12-0.40.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl
+  name: ucx-py-cu12
+  version: 0.40.0
+  sha256: 869127d18eeafea6ea2c040163b135b933e250a29323620d1ac3a10fcec3cd18
+  requires_dist:
+  - libucx-cu12>=1.15.0,<1.18
+  - numpy>=1.23,<3.0a0
+  - pynvml>=11.4.1
+  - cloudpickle ; extra == 'test'
+  - cudf-cu12==24.10.* ; extra == 'test'
+  - cupy-cuda12x>=12.0.0 ; extra == 'test'
+  - dask ; extra == 'test'
+  - distributed ; extra == 'test'
+  - numba>=0.57 ; extra == 'test'
+  - pytest-asyncio ; extra == 'test'
+  - pytest-rerunfailures ; extra == 'test'
+  - pytest==7.* ; extra == 'test'
+  requires_python: '>=3.10'
+- pypi: https://pypi.nvidia.com/ucxx-cu12/ucxx_cu12-0.40.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
+  name: ucxx-cu12
+  version: 0.40.0
+  sha256: 39e8965fb06d608e5cb5c3b7b8f24601c27622fb532d56fb776058e0f7be9885
+  requires_dist:
+  - libucxx-cu12==0.40.*
+  - numpy>=1.23,<3.0a0
+  - pynvml>=11.4.1
+  - rmm-cu12==24.10.*
+  - cloudpickle ; extra == 'test'
+  - cudf-cu12==24.10.* ; extra == 'test'
+  - cupy-cuda12x>=12.0.0 ; extra == 'test'
+  - numba>=0.57.1 ; extra == 'test'
+  - pytest-asyncio ; extra == 'test'
+  - pytest-rerunfailures ; extra == 'test'
+  - pytest==7.* ; extra == 'test'
+  - rapids-dask-dependency==24.10.* ; extra == 'test'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/43/d2/fcf7192dd1cd8c090b6cfd53fa223c4fb2887a17c47e06bc356d44f40dfb/umap_learn-0.5.11-py3-none-any.whl
+  name: umap-learn
+  version: 0.5.11
+  sha256: cb17adbde9d544ba79481b3ab4d81ac222e940f3d9219307bea6044f869af3cc
+  requires_dist:
+  - numpy>=1.23
+  - scipy>=1.3.1
+  - scikit-learn>=1.6
+  - numba>=0.51.2
+  - pynndescent>=0.5
+  - tqdm
+  - pandas ; extra == 'plot'
+  - matplotlib ; extra == 'plot'
+  - datashader ; extra == 'plot'
+  - bokeh ; extra == 'plot'
+  - holoviews ; extra == 'plot'
+  - colorcet ; extra == 'plot'
+  - seaborn ; extra == 'plot'
+  - scikit-image ; extra == 'plot'
+  - dask ; extra == 'plot'
+  - tensorflow>=2.1 ; extra == 'parametric-umap'
+  - tbb>=2019.0 ; extra == 'tbb'
+  - pytest ; extra == 'test'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/39/08/aaaad47bc4e9dc8c725e68f9d04865dbcb2052843ff09c97b08904852d84/urllib3-2.6.3-py3-none-any.whl
+  name: urllib3
+  version: 2.6.3
+  sha256: bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
+  requires_dist:
+  - brotli>=1.2.0 ; platform_python_implementation == 'CPython' and extra == 'brotli'
+  - brotlicffi>=1.2.0.0 ; platform_python_implementation != 'CPython' and extra == 'brotli'
+  - h2>=4,<5 ; extra == 'h2'
+  - 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'
+- pypi: https://files.pythonhosted.org/packages/a5/86/cf2c0321dc3940a7aa73076f4fd677a0fb3e405cb297ead7d864fd90847e/xxhash-3.6.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
+  name: xxhash
+  version: 3.6.0
+  sha256: 297b7fbf86c82c550e12e8fb71968b3f033d27b874276ba3624ea868c11165a8
+  requires_python: '>=3.7'
+- pypi: https://files.pythonhosted.org/packages/9a/64/c53487d9f4968045b8afa51aed7ca44f58b2589e772f32745f3744476c82/yarl-1.23.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
+  name: yarl
+  version: 1.23.0
+  sha256: 99c8a9ed30f4164bc4c14b37a90208836cbf50d4ce2a57c71d0f52c7fb4f7598
+  requires_dist:
+  - idna>=2.0
+  - multidict>=4.0
+  - propcache>=0.2.1
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/44/15/bb13b4913ef95ad5448490821eee4671d0e67673342e4d4070854e5fe081/zarr-3.1.5-py3-none-any.whl
+  name: zarr
+  version: 3.1.5
+  sha256: 29cd905afb6235b94c09decda4258c888fcb79bb6c862ef7c0b8fe009b5c8563
+  requires_dist:
+  - donfig>=0.8
+  - google-crc32c>=1.5
+  - numcodecs>=0.14
+  - numpy>=1.26
+  - packaging>=22.0
+  - typing-extensions>=4.9
+  - typer ; extra == 'cli'
+  - astroid<4 ; extra == 'docs'
+  - griffe-inherited-docstrings ; extra == 'docs'
+  - markdown-exec[ansi] ; extra == 'docs'
+  - mike>=2.1.3 ; extra == 'docs'
+  - mkdocs-material[imaging]>=9.6.14 ; extra == 'docs'
+  - mkdocs-redirects>=1.2.0 ; extra == 'docs'
+  - mkdocs>=1.6.1 ; extra == 'docs'
+  - mkdocstrings-python>=1.16.10 ; extra == 'docs'
+  - mkdocstrings>=0.29.1 ; extra == 'docs'
+  - numcodecs[msgpack] ; extra == 'docs'
+  - pytest ; extra == 'docs'
+  - rich ; extra == 'docs'
+  - ruff ; extra == 'docs'
+  - s3fs>=2023.10.0 ; extra == 'docs'
+  - towncrier ; extra == 'docs'
+  - cupy-cuda12x ; extra == 'gpu'
+  - rich ; extra == 'optional'
+  - universal-pathlib ; extra == 'optional'
+  - fsspec>=2023.10.0 ; extra == 'remote'
+  - obstore>=0.5.1 ; extra == 'remote'
+  - botocore ; extra == 'remote-tests'
+  - fsspec>=2023.10.0 ; extra == 'remote-tests'
+  - moto[s3,server] ; extra == 'remote-tests'
+  - obstore>=0.5.1 ; extra == 'remote-tests'
+  - requests ; extra == 'remote-tests'
+  - s3fs>=2023.10.0 ; extra == 'remote-tests'
+  - coverage>=7.10 ; extra == 'test'
+  - hypothesis ; extra == 'test'
+  - mypy ; extra == 'test'
+  - numpydoc ; extra == 'test'
+  - packaging ; extra == 'test'
+  - pytest-accept ; extra == 'test'
+  - pytest-asyncio ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  - pytest-xdist ; extra == 'test'
+  - pytest<8.4 ; extra == 'test'
+  - rich ; extra == 'test'
+  - tomlkit ; extra == 'test'
+  - uv ; extra == 'test'
+  requires_python: '>=3.11'
+- pypi: https://files.pythonhosted.org/packages/80/ab/11a76c1e2126084fde2639514f24e6111b789b0bfa4fc6264a8975c7e1f1/zict-3.0.0-py2.py3-none-any.whl
+  name: zict
+  version: 3.0.0
+  sha256: 5796e36bd0e0cc8cf0fbc1ace6a68912611c1dbd74750a3f3026b9b9d6a327ae
+  requires_python: '>=3.8'
+- 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'
+- conda: https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.7-hb78ec9c_6.conda
+  sha256: 68f0206ca6e98fea941e5717cec780ed2873ffabc0e1ed34428c061e2c6268c7
+  md5: 4a13eeac0b5c8e5b8ab496e6c4ddd829
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libzlib >=1.3.1,<2.0a0
+  license: BSD-3-Clause
+  license_family: BSD
+  purls: []
+  size: 601375
+  timestamp: 1764777111296
diff --git a/pixi.toml b/pixi.toml
new file mode 100644
index 0000000..b27ccad
--- /dev/null
+++ b/pixi.toml
@@ -0,0 +1,45 @@
+[workspace]
+channels = ["pytorch", "nvidia", "rapidsai", "conda-forge"]
+platforms = ["linux-64"]
+
+[dependencies]
+python = ">=3.11"
+
+[pypi-dependencies]
+segger = { path = ".", editable = true }
+
+[feature.cuda121.dependencies]
+python = ">=3.11,<3.12"
+
+[feature.cuda121.system-requirements]
+cuda = "12"
+
+[feature.cuda121.pypi-options]
+index-strategy = "unsafe-best-match"
+index-url = "https://pypi.org/simple"
+extra-index-urls = [
+    "https://pypi.nvidia.com",
+    "https://download.pytorch.org/whl/cu121"
+]
+find-links = [
+    { url = "https://data.pyg.org/whl/torch-2.5.0+cu121.html" }
+]
+
+[feature.cuda121.pypi-dependencies]
+torch = "==2.5.*"
+torchvision = "==0.20.*"
+lightning = "*"
+torch_geometric = "*"
+torch-scatter = "*"
+torch-sparse = "*"
+cuspatial-cu12 = "==24.10.*"
+cudf-cu12 = "==24.10.*"
+cuml-cu12 = "==24.10.*"
+cugraph-cu12 = "==24.10.*"
+cupy-cuda12x = ">=12.2,<13.0"
+
+[tool.uv.extra-build-dependencies]
+torch-scatter = ["torch"]
+
+[environments]
+cuda121 = ["cuda121"]
\ No newline at end of file
diff --git a/pyproject.toml b/pyproject.toml
index 097a80e..4b16011 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -15,7 +15,6 @@ dependencies = [
     "anndata",
     "cyclopts",
     "geopandas",
-    "lightning",
     "numba",
     "numpy",
     "opencv-python",
@@ -27,8 +26,7 @@ dependencies = [
     "shapely",
     "scikit-image",
     "scikit-learn",
-    "tifffile",
-    "torch_geometric",
+    "tifffile"
 ]
 
 [build-system]
diff --git a/src/segger/cli/main.py b/src/segger/cli/main.py
index 6772b9b..9764208 100644
--- a/src/segger/cli/main.py
+++ b/src/segger/cli/main.py
@@ -10,4 +10,3 @@
 
 # Debugging utilities
 app.command(debug)
-