Metadata-Version: 2.4
Name: tree-praxis
Version: 0.0.15
Summary: Rashomon set tools via PRAXIS, including approximation, exact calculation, and variable importance utilities.
Author: Zakk Heile, Hayden McTavish, Varun Babbar, Margo Seltzer, Cynthia Rudin
License: MIT
Project-URL: Homepage, https://github.com/zakk-h/LicketyRESPLIT
Project-URL: Repository, https://github.com/zakk-h/LicketyRESPLIT
Project-URL: Issues, https://github.com/zakk-h/LicketyRESPLIT/issues
Keywords: interpretable machine learning,decision trees,rashomon set,optimization,variable importance
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Science/Research
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Programming Language :: C++
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Requires-Python: >=3.9
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: numpy>=1.23
Requires-Dist: matplotlib>=3.6
Requires-Dist: scikit-learn>=1.1
Requires-Dist: pandas>=1.5
Dynamic: license-file
