Factual package intelligence from PyPI

ggml-ot 0.9.93 package intelligence

Supervised OT with Global Ground Metric Learning

pip install ggml-ot

Current version
0.9.93
Python requirement
>=3.10
License
Not declared
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
324.8 KiB
Release history
9 releases with files
Median release cadence
40 days

ggml-ot dependencies

PyPI declares 19 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. anndata <0.12.0,>=0.10.0
  2. decoupler <3,>=2.1
  3. gprofiler-official <2.0.0,>=1.0.0
  4. igraph <1.0.0,>=0.11.0
  5. ipython <10.0.0,>=7.34.0
  6. matplotlib <4.0.0,>=3.8.0
  7. numpy <3.0.0,>=1.26.0
  8. pandas <3.0.0,>=2.0.0
  9. pot <1.0.0,>=0.9.5
  10. pydiffmap <1.0.0,>=0.2.0
  11. requests <3.0.0,>=2.31.0
  12. scanpy <2.0.0,>=1.10.0
  13. scikit-learn <2.0.0,>=1.4.0
  14. scipy <2.0.0,>=1.11.0
  15. seaborn <1.0.0,>=0.13.0
  16. tbb >=2021.6
  17. torch <3.0.0,>=2.0.0
  18. tqdm <5.0.0,>=4.67.1

The compact report shows 18 of 19 declarations. The interactive dependency graph loads the complete metadata.

Compatibility and release files

ggml-ot publishes 1 wheel and 1 source archive for version 0.9.93. Wheel platform tags: any.

Declared Python classifiers: 3.10, 3.11, 3.12, 3.13.

Metadata completeness

PyPI does not currently declare: license. PyDeps marks these fields as unknown instead of guessing values.

Release activity and sources

PyPI lists 9 releases with files. The first dated release is ; 4 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .