Factual package intelligence from PyPI

gpbench 1.2.2 package intelligence

A benchmarking toolkit for genomic prediction with multiple methods and LLM-powered analysis

pip install gpbench

Current version
1.2.2
Python requirement
>=3.8
License
MIT
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
458.2 KiB
Release history
6 releases with files
Median release cadence
0 days

gpbench dependencies

PyPI declares 114 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. numpy ==1.26.4
  2. pandas <2.2.3,>=2.0
  3. scipy ==1.13.1
  4. matplotlib ==3.9.4
  5. seaborn ==0.13.2
  6. scikit-learn ==1.6.1
  7. torch ==2.8.0
  8. torchvision ==0.23.0
  9. torchmetrics ==1.8.2
  10. pytorch-lightning ==2.5.6
  11. lightning ==2.5.6
  12. lightning-utilities ==0.15.2
  13. tensorflow ==2.20.0
  14. keras ==3.10.0
  15. tensorboard ==2.20.0
  16. tensorboard-data-server ==0.7.2
  17. xgboost ==2.1.4
  18. lightgbm ==4.6.0
  19. optuna ==2.10.0
  20. umap-learn ==0.5.9.post2
  21. pynndescent ==0.5.13
  22. langchain-core ==0.3.82
  23. langchain-openai ==0.3.35
  24. langgraph ==0.6.11
  25. langgraph-checkpoint ==2.1.2

The compact report shows 25 of 114 declarations. The interactive dependency graph loads the complete metadata.

Compatibility and release files

gpbench publishes 1 wheel and 1 source archive for version 1.2.2. Wheel platform tags: any.

Declared Python classifiers: 3.10, 3.11, 3.8, 3.9.

Metadata completeness

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

Release activity and sources

PyPI lists 6 releases with files. The first dated release is ; 6 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .

5 historical releases are fully yanked in PyPI metadata.

The project does not publish external project URLs in its PyPI metadata.