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XAI

101 items from altamiracorp/awesome-xai ★198

all kinds
  1. 0
    shap github.com
    tool category #python-data-science link ↗

    A unified approach to explain the output of any machine learning model.

  2. 0
    Shapash github.com
    tool category #machine-learning link ↗
  3. 0
    EthicalML/xai github.com
    tool category #xai link ↗
  4. 0
    PAIR-code/what-if-tool github.com
    tool category #xai link ↗
  5. 0
    Naive Bayes en.wikipedia.org
    site category #datascience link ↗
  6. 0
    Logistic Regression en.wikipedia.org
    site category #datascience link ↗
  7. 0
    IOFP arxiv.org
    site category #xai link ↗

    (FATML Workshop) Performs feature ranking to analyse black-box models

  8. 0
    Linear Regression en.wikipedia.org
    site category #datascience link ↗
  9. 0
    k-nearest neighbor en.wikipedia.org
    site category #datascience link ↗
  10. 0
    Decision Trees en.wikipedia.org
    site category #datascience link ↗
  11. 0
    Explainable Boosting Machine youtube.com
    video category #xai link ↗
  12. 0
    Debate: Interpretability is necessary for ML youtube.com
    video category #xai link ↗
  13. 0
    Tim Miller twitter.com
    site category #xai link ↗
  14. 0
    ICE tandfonline.com
    site category #xai link ↗
  15. 0
    DTD sciencedirect.com
    site category #xai link ↗
  16. 0
    Conj Rules sciencedirect.com
    site category #xai link ↗
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    NID sciencedirect.com
    site category #xai link ↗
  18. 0
    Krishnan, et. al. sciencedirect.com
    site category #xai link ↗
  19. 0
    ALE rss.onlinelibrary.wiley.com
    site category #xai link ↗
  20. 0
    Tree Metrics researchgate.net
    site category #xai link ↗
  21. 0
    PDP projecteuclid.org
    site category #xai link ↗
  22. 0
    IG proceedings.mlr.press
    site category #xai link ↗
  23. 0
    Xu, et. al. proceedings.mlr.press
    site category #xai link ↗
  24. 0
    TCAV openreview.net
    site category #xai link ↗
  25. 0
    GradCAM openaccess.thecvf.com
    site category #xai link ↗
  26. 0
    Fong, et. al. openaccess.thecvf.com
    site category #xai link ↗
  27. 0
    Anchors ojs.aaai.org
    site category #xai link ↗
  28. 0
    Gibbons, et. al. ncbi.nlm.nih.gov
    site category #xai link ↗
  29. 0
    Stop Explaining Black Box Machine Learning Models for High States Decisions and Use Interpretable Models Instead nature.com
    site category #xai link ↗
  30. 0
    Rich Caruana microsoft.com
    site category #xai link ↗
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