Metadata-Version: 2.1
Name: boruta-shap-min
Version: 0.1.2
Summary: Minimal version of BorutaShap
Author: Eoghan Keany
Requires-Python: >=3.11,<4.0
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.11
Requires-Dist: lightgbm (>=4.5.0,<5.0.0)
Requires-Dist: llvmlite (>=0.43.0,<0.44.0)
Requires-Dist: matplotlib (>=3.10.0,<4.0.0)
Requires-Dist: numba (>=0.60.0,<0.61.0)
Requires-Dist: scipy (>=1.14.1,<2.0.0)
Requires-Dist: seaborn (>=0.13.2,<0.14.0)
Requires-Dist: shap (>=0.46.0,<0.47.0)
Requires-Dist: statsmodels (>=0.14.4,<0.15.0)
Requires-Dist: xgboost (>=2.1.3,<3.0.0)
Description-Content-Type: text/markdown

This project is derived from Eoghan Keany's Boruta-Shap project:
   
Eoghan Keany. (2020). BorutaShap : A wrapper feature selection method which combines the Boruta feature selection algorithm with Shapley values. (1.1). Zenodo. https://doi.org/10.5281/zenodo.4247618

The original project can be found at

   https://github.com/Ekeany/Boruta-Shap


This version
  - Removes the examples and notebooks to reduce dependencies
  - Adds a Poetry file for dependency management
  - Makes numerous PEP8 changes
  - Rearranges the directory structure
  - Removed catboost to allow more recent numpy
  - Adds some additional tests

The original project was released under the MIT license. This project is also released under the MIT license.

In the unlikely event you have issues with this package, please contact me at the email address
in the poetry file.


