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Dependencies
- boto3 >=1.40.10
- build >=1.2.2.post1
- h5py >=3.10.0
- huggingface-hub >=0.36.0
- lancedb >=0.29.0
- lance-namespace-urllib3-client >=0.5.0
- loguru >=0.7.0
- modal >=1.3.1
- numpy >=1.26.0
- pandas <3,>=2.1.0
- polars >=1.36.0
- pyarrow >=18.0.0
- pylance >=2.0.0
- requests >=2.32.4
- rich >=13.0.0
- s3fs >=2025.9.0
- scanpy >=1.11.2
- scipy <1.17,>=1.15.0
- smart-open >=7.4.1
- tqdm >=4.67.0
- typer >=0.9.0
43 optional dependencies
- bionemo-scdl[dev]
- build[dev]
- coverage[test]
- datasets[dev]
- h5py[test]
- igraph[advanced]
- leidenalg[advanced]
- marimo[dev]
- matplotlib[dev]
- mkdocs[docs]
- mkdocs-autorefs[docs]
- mkdocs-awesome-pages-plugin[docs]
- mkdocs-git-authors-plugin[docs]
- mkdocs-git-revision-date-localized-plugin[docs]
- mkdocs-literate-nav[docs]
- mkdocs-macros-plugin[docs]
- mkdocs-material[docs]
- mkdocs-minify-plugin[docs]
- mkdocs-redirects[docs]
- mkdocs-section-index[docs]
- mkdocstrings[docs]
- modal[dev]
- mypy[dev]
- psutil[test]
- psutil[dev]
- pytest[dev]
- pytest[test]
- pytest-cov[test]
- ray[dev]
- rclone-python[dev]
- ruff[dev]
- scanpy[test]
- scdataset[dev]
- scvi-tools[dev]
- seaborn[dev]
- slafdb[full]
- tiledb[ml]
- tiledbsoma[test]
- tiledbsoma[ml]
- torch[test]
- torch[ml]
- twine[dev]
- vortex-data[dev]