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Introduction

  • Topical overviews
    • An introduction to explainable AI with Shapley values
    • Be careful when interpreting predictive models in search of causal insights
    • Explaining quantitative measures of fairness

Examples

  • Tabular examples
  • Text examples
  • Image examples
  • Genomic examples

Reference

  • API reference
  • API examples
  • Benchmarks

Development

  • Release notes
  • Contributing guide
SHAP
  • Topical Overviews
  • View page source

Topical Overviews

These overviews are generated from Jupyter notebooks that are available on GitHub

  • An introduction to explainable AI with Shapley values
  • Be careful when interpreting predictive models in search of causal insights
  • Explaining quantitative measures of fairness
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© Copyright 2018, Scott Lundberg.

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