InterpretML

interpret-community Public
Interpret Community extends Interpret repository with additional interpretability techniques and utility functions to handle real-world datasets and workflows.

Python 340 MIT 74 21 3 Updated May 13, 2022
interpret Public
Fit interpretable models. Explain blackbox machine learning.

C++ 4,722 MIT 596 92 (1 issue needs help) 6 Updated May 13, 2022
DiCE Public
Generate Diverse Counterfactual Explanations for any machine learning model.

Python 828 MIT 120 47 7 Updated May 11, 2022
interpret-text Public
A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.

Python 318 MIT 57 33 (1 issue needs help) 36 Updated Apr 29, 2022
gam-changer Public
Edit machine learning models to reflect human knowledge and values

JavaScript 42 MIT 4 0 0 Updated Feb 10, 2022
governance Public

0 0 0 0 Updated Dec 7, 2021
ebm2onnx Public
A tool to convert EBM models to ONNX

Python 7 MIT 1 1 0 Updated Oct 19, 2021
docs Public
Hosts static files specific to documentation.

HTML 0 0 0 0 Updated Sep 23, 2021
slicer Public
Unified slicing for all Python data structures.

Python 23 MIT 1 2 0 Updated Aug 6, 2021
interpretml.github.io Public
webpage for InterpretML

HTML 2 MIT 0 0 0 Updated Jul 15, 2021

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