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  1. Fit interpretable models. Explain blackbox machine learning.

    C++ 6.9k 784

  2. Generate Diverse Counterfactual Explanations for any machine learning model.

    Python 1.5k 235

  3. A tool to convert EBM models to ONNX

    Python 24 7

  4. Editing machine learning models to reflect human knowledge and values

    JavaScript 130 12

Repositories

Showing 10 of 15 repositories

  • interpret Public

    Fit interpretable models. Explain blackbox machine learning.

    interpretml/interpret's past year of commit activity

  • 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

    24

    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

    37

    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

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

    Jupyter Notebook

    40

    MIT

    5 0 0

    Updated Feb 10, 2025

  • 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

    444

    MIT

    86 23 3

    Updated Feb 7, 2025

  • FasterRisk Public

    Create sparse and accurate risk scoring systems!

    interpretml/FasterRisk's past year of commit activity

    Python

    48

    BSD-3-Clause

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

    HTML

    6

    MIT

    0 0 0

    Updated Mar 19, 2024

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Read the original on github.com ↗