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depscope/pypi/cyto-dl

cyto-dl

pypiv0.6.2

Collection of representation learning models, techniques, callbacks, utils, used to create latent variable models of cell shape, morphology and intracellular organization.

22 versions62 deps287 weekly dl
AllenCellModeling/cyto-dl
60
/ 100
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use with caution

[email protected] low health (60/100) — consider alternatives

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Health breakdown0 – 100
20/25
maintenance
3/20
popularity
25/25
security
12/15
maturity
0/15
community
Vulnerabilities
0
none known

Health History

Dependency Tree

License Audit

Dependencies (62)
PyYAMLanndataastropybioio-basebioio-czibioio-ome-tiffbioio-ome-zarrbioio-tifffilebioioboto3edteinopsfirehydra-colorloghydra-core~hydra-optuna-sweeperlightningmatplotlibmlflowmonainumpyome-zarromegaconfonline-statsopencv-pythonpandaspositional-encodingspyarrowpyrootutilsrichscikit-learntifffiletimmtorch~tqdmuniversal-pathlibcyto-dl[equiv,pcloud,s3,spharm,torchserve];cyto-dl;furom2r2sphinxlie_learnescnn~py3nje3nn~pyntcloudaicsshparamtorch-geometricpoint-cloud-utilsgeomlossNinjatorchioboto3s3fs~vtk~aicscytoparam~pyshtoolscyto-dl;pytest~pytest-cov[toml]~
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Last updated · 2025-11-24T19:44:21.716040Z

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