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Data Science for Social Good

Open source ML/AI/Data Science Tools, Tutorials, and Project Repositories related to the Data Science for Social Good Programs (initially at University of Chicago, now at Carnegie Mellon University)

Tools

  • Triage: ML Pipeline toolkit for public policy and social good projects
  • Aequitas: Bias and Fairness Audit Toolkit

Tutorials and Training Content

Classes

Useful Utilities

  • Ohio: useful I/O utility to deal with CSVs, postgres, and python

Projects

Pinned

  1. The Hitchhiker's Guide to Data Science for Social Good

    Jupyter Notebook 891 267

  2. triage Public

    General Purpose Risk Modeling and Prediction Toolkit for Policy and Social Good Problems

    Jupyter Notebook 155 57

  3. aequitas Public

    Bias and Fairness Audit Toolkit

    Python 498 91

  4. police-eis Public

    DSaPP police early intervention system: using machine learning to predict adverse incidents

    Python 48 18

  5. Repository for ML in Practice Course at CMU (10-718)

    Jupyter Notebook 35 6

  6. Repo for ML for Public Policy Lab course at CMU

    Jupyter Notebook 81 33

Repositories

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