Factual package intelligence from PyPI

surfacia 3.0.3 package intelligence

A comprehensive Python package for molecular structure-activity relationship (QSAR/QSPR) studies with interactive SHAP visualization and AI-powered analysis

pip install surfacia

Current version
3.0.3
Python requirement
>=3.9
License
MIT
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
566.4 KiB
Release history
3 releases with files
Median release cadence
21 days

surfacia dependencies

PyPI declares 35 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. numpy >=1.21.0
  2. pandas >=1.3.0
  3. scipy >=1.7.0
  4. openbabel-wheel >=3.1.1
  5. scikit-learn >=1.0.0
  6. xgboost <3.0.0,>=2.1.4
  7. shap <0.49.0,>=0.48.0
  8. matplotlib >=3.5.0
  9. seaborn >=0.11.0
  10. plotly >=5.0.0
  11. zhipuai >=2.0.0
  12. dash >=2.0.0
  13. cclib >=1.7.2
  14. click >=8.0.0
  15. pyyaml >=6.0
  16. toml >=0.10.2
  17. tqdm >=4.64.0
  18. pathlib2 >=2.3.7
  19. joblib >=1.1.0

The compact report shows 25 of 35 declarations. The interactive dependency graph loads the complete metadata.

Compatibility and release files

surfacia publishes 1 wheel and 1 source archive for version 3.0.3. Wheel platform tags: any.

Declared Python classifiers: 3.10, 3.11, 3.9.

Release activity and sources

PyPI lists 3 releases with files. The first dated release is ; 3 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .