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@interpretml

InterpretML

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

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  1. interpretinterpretPublic

    Fit interpretable models. Explain blackbox machine learning.

    C++ 6.4k 742

  2. DiCEDiCEPublic

    Generate Diverse Counterfactual Explanations for any machine learning model.

    Python 1.4k 196

  3. ebm2onnxebm2onnxPublic

    A tool to convert EBM models to ONNX

    Python 22 5

  4. gam-changergam-changerPublic

    Editing machine learning models to reflect human knowledge and values

    JavaScript 124 11

Repositories

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Showing 10 of 15 repositories
  • interpret Public

    Fit interpretable models. Explain blackbox machine learning.

    interpretml/interpret’s past year of commit activity
    C++ 6,427MIT 742 104(2 issues need help) 3 UpdatedMar 16, 2025
  • slicer Public

    Unified slicing for all Python data structures.

    interpretml/slicer’s past year of commit activity
    Python 35MIT 4 3 0 UpdatedFeb 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 33MIT 5 0 0 UpdatedFeb 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 426MIT 85 23 3 UpdatedFeb 7, 2025
  • docs Public

    Hosts static files specific to documentation.

    interpretml/docs’s past year of commit activity
    HTML 10 0 0 UpdatedJan 6, 2025
  • DiCE Public

    Generate Diverse Counterfactual Explanations for any machine learning model.

    interpretml/DiCE’s past year of commit activity
    Python 1,388MIT 196 78 16 UpdatedNov 22, 2024
  • ebm2onnx Public

    A tool to convert EBM models to ONNX

    interpretml/ebm2onnx’s past year of commit activity
    Python 22MIT 5 0 0 UpdatedNov 5, 2024
  • FasterRisk Public

    Create sparse and accurate risk scoring systems!

    interpretml/FasterRisk’s past year of commit activity
    Python 35BSD-3-Clause 7 3 2 UpdatedAug 3, 2024
  • TalkToEBM Public

    A Natural Language Interface to Explainable Boosting Machines

    interpretml/TalkToEBM’s past year of commit activity
    Jupyter Notebook 65MIT 12 0 0 UpdatedJul 5, 2024
  • interpretml.github.io Public

    webpage for InterpretML

    interpretml/interpretml.github.io’s past year of commit activity
    HTML 5MIT0 0 0 UpdatedMar 19, 2024

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