Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
No reported malware or high/critical advisories · Details
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
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Dependencies
- anndata >=0.12.2
- iohub ==0.3a2
- jsonargparse >=4.20.1
- kornia
- lightning >=2.3
- matplotlib >=3.9
- monai >=1.4
- numpy
- pytorch-metric-learning >2
- scikit-image
- tensorboard >=2.13
- timm >=0.9.5
- torch >=2.4.1
- wandb
- xarray <=2025.9
31 optional dependencies
-
captum>=0.7[metrics]extra == "metrics"
-
cellpose>=3.0.10[metrics]extra == "metrics"
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cmap[visual]extra == "visual"
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dash[visual]extra == "visual"
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gradio>=5.49.1[visual]extra == "visual"
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graphviz[visual]extra == "visual"
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hypothesis[dev]extra == "dev"
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imbalanced-learn>=0.12[metrics]extra == "metrics"
-
ipykernel[visual]extra == "visual"
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joblib[metrics]extra == "metrics"
-
jupyter[examples]extra == "examples"
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jupytext[examples]extra == "examples"
-
mahotas[metrics]extra == "metrics"
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napari[examples]extra == "examples"
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nbformat[visual]extra == "visual"
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onnxruntime[dev]extra == "dev"
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phate[phate]extra == "phate"
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plotly[visual]extra == "visual"
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pre-commit[dev]extra == "dev"
-
ptflops>=0.7[metrics]extra == "metrics"
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pydantic>=2[metrics]extra == "metrics"
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pytest[dev]extra == "dev"
-
pytest-cov[dev]extra == "dev"
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ruff[dev]extra == "dev"
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scikit-learn>=1.1.3[metrics]extra == "metrics"
-
seaborn[visual]extra == "visual"
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torchmetrics>=1.6.3[metrics]extra == "metrics"
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torchview[visual]extra == "visual"
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transformers>=4.51.3[examples]extra == "examples"
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umap-learn[metrics]extra == "metrics"
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viscy[dev]extra == "dev"