InterpretML

If a tree fell in your random forest, would anyone notice?

Pinned

interpret Public

Fit interpretable models. Explain blackbox machine learning.

C++ 4.4k 556
DiCE Public

Generate Diverse Counterfactual Explanations for any machine learning model.

Python 741 104
ebm2onnx Public

A tool to convert EBM models to ONNX

Python 7 1
gam-changer Public

Interactive Visualization to empower domain experts to align ML model behaviors with their knowledge.

JavaScript 9 2

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

Python 308 MIT 70 20 4 Updated Jan 6, 2022
DiCE Public
Generate Diverse Counterfactual Explanations for any machine learning model.

Python 741 MIT 104 40 6 Updated Jan 3, 2022
interpret Public
Fit interpretable models. Explain blackbox machine learning.

C++ 4,388 MIT 556 84 (1 issue needs help) 6 Updated Jan 1, 2022
gam-changer Public
Interactive Visualization to empower domain experts to align ML model behaviors with their knowledge.

JavaScript 9 MIT 2 0 0 Updated Dec 14, 2021
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 291 MIT 53 32 (1 issue needs help) 26 Updated Dec 7, 2021
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 21 MIT 0 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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