InterpretML

Repositories

• interpret-community

  The Interpret Community extends Interpret repo with additional interpretability techniques and utility functions to handle real-world datasets and workflows.

  explainer interpretable-models mimic-explainer tabular-explainer explanationdashboard
  Python MIT 28 117 13 6 Updated May 22, 2020

• interpret

  Fit interpretable machine learning models. Explain blackbox machine learning.

  machine-learning ai scikit-learn artificial-intelligence transparency blackbox bias
  C++ MIT 328 2,638 40 3 Updated May 21, 2020

• interpret-text

  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 nlp npm text-classification jupyter-notebook azure-sdk data-scientists
  Python MIT 9 56 17 (1 issue needs help) 0 Updated May 21, 2020

• DiCE

  Generate Diverse Counterfactual Explanations for any machine learning model.

  machine-learning deep-learning explainable-ai explainable-ml xai interpretable-machine-learning counterfactual-explanations
  Python MIT 39 279 1 2 Updated May 19, 2020

• assets

  Files so big, we had to place them in another repo.
  0 0 0 0 Updated May 19, 2020

• interpretml.github.io

  webpage for InterpretML
  HTML 0 1 0 0 Updated May 18, 2020