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PAIR code

Code repositories for projects from the People+AI Research (PAIR) Initiative

Popular repositories

  1. facets facets Public

    Visualizations for machine learning datasets

    Jupyter Notebook 7.3k 889

  2. lit lit Public

    The Learning Interpretability Tool: Interactively analyze ML models to understand their behavior in an extensible and framework agnostic interface.

    TypeScript 3.4k 343

  3. saliency saliency Public

    Framework-agnostic implementation for state-of-the-art saliency methods (XRAI, BlurIG, SmoothGrad, and more).

    Jupyter Notebook 934 190

  4. what-if-tool what-if-tool Public

    Source code/webpage/demos for the What-If Tool

    HTML 888 162

  5. umap-js umap-js Public

    JavaScript implementation of UMAP

    JavaScript 356 29

  6. knowyourdata knowyourdata Public archive

    A tool to help researchers and product teams understand datasets with the goal of improving data quality, and mitigating fairness and bias issues.

    CSS 277 23

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