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interpret interpret Public

Fit interpretable models. Explain blackbox machine learning.

C++ 7k 801
DiCE DiCE Public

Generate Diverse Counterfactual Explanations for any machine learning model.

Python 1.5k 235
ebm2onnx ebm2onnx Public

A tool to convert EBM models to ONNX

Python 23 7
gam-changer gam-changer Public

Editing machine learning models to reflect human knowledge and values

JavaScript 131 12

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interpret Public
Fit interpretable models. Explain blackbox machine learning.

interpretml/interpret's past year of commit activity

C++ 6,979 MIT 801 36 (2 issues need help) 11 Updated Nov 9, 2026
interpret-community Public
Interpret Community extends Interpret repository with additional interpretability techniques and utility functions to handle real-world datasets and workflows.

interpretml/interpret-community's past year of commit activity

Python 445 MIT 86 21 3 Updated Nov 6, 2026
docs Public
Hosts static files specific to documentation.

interpretml/docs's past year of commit activity

HTML 1 0 0 0 Updated Mar 17, 2026
ebm2onnx Public
A tool to convert EBM models to ONNX

interpretml/ebm2onnx's past year of commit activity

Python 23 MIT 7 2 3 Updated Dec 18, 2025
slicer Public
Unified slicing for all Python data structures.

interpretml/slicer's past year of commit activity

Python 38 MIT 4 3 0 Updated Aug 5, 2025
DiCE Public
Generate Diverse Counterfactual Explanations for any machine learning model.

interpretml/DiCE's past year of commit activity

Python 1,533 MIT 235 82 24 Updated Jul 13, 2025
LLM-Tabular-Memorization-Checker Public
Testing Language Models for Memorization of Tabular Datasets.

interpretml/LLM-Tabular-Memorization-Checker's past year of commit activity

Jupyter Notebook 40 MIT 5 0 0 Updated Feb 10, 2025
FasterRisk Public
Create sparse and accurate risk scoring systems!

interpretml/FasterRisk's past year of commit activity

Python 49 BSD-3-Clause 11 2 3 Updated Aug 3, 2024
TalkToEBM Public
A Natural Language Interface to Explainable Boosting Machines

interpretml/TalkToEBM's past year of commit activity

Jupyter Notebook 72 MIT 12 1 0 Updated Jul 5, 2024
interpretml.github.io Public
webpage for InterpretML

interpretml/interpretml.github.io's past year of commit activity

HTML 6 MIT 0 0 0 Updated Mar 19, 2024

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machine-learning python explainable-ai explainable-ml interpretability