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@dssg Data Science for Social Good

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    149 repositories

    • mlforpublicpolicylab

      Public
      Repo for ML for Public Policy Lab course at CMU
      machine-learningaipublic-policysocial-good
      Jupyter Notebook
      •
      MIT License
      •37•114•0•0•Updated Sep 20, 2025Sep 20, 2025

    • MLinPractice

      Public
      Repository for ML in Practice Course at CMU (10-718)
      Jupyter Notebook
      •
      MIT License
      •19•65•0•0•Updated Sep 18, 2025Sep 18, 2025

    • triage

      Public
      General Purpose Risk Modeling and Prediction Toolkit for Policy and Social Good Problems
      machine-learningtoolartificial-intelligencetriageearly-warning-systemsdssginspection-prioritizationpython
      Jupyter Notebook
      •
      Other
      •60•194•209•7•Updated Sep 18, 2025Sep 18, 2025

    • donors-choose

      Public
      Jupyter Notebook
      •
      Other
      •2•3•0•1•Updated Aug 18, 2025Aug 18, 2025

    • aequitas

      Public
      Bias Auditing & Fair ML Toolkit
      biasfairnessmachine-biasfairness-testing
      Python
      •
      MIT License
      •122•729•43•10•Updated May 13, 2025May 13, 2025

    • lorax

      Public
      Speaks for the trees by providing individual feature importances from random forests.
      Python
      •
      Other
      •2•3•6•1•Updated Apr 1, 2025Apr 1, 2025

    • masld_prediction

      Public
      Python
      •
      MIT License
      •0•0•0•0•Updated Feb 26, 2025Feb 26, 2025

    • ai4med

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Jul 22, 2024Jul 22, 2024

    • usal_echo_public

      Public
      Automate process for view classification of the Apical 4 chamber, Apical 2 chamber and Parasternal long axis. Segmentation of the Apical 4 chamber and Apical 2 chamber. Calculate measurements of the Ejection Fraction of the heart to classify it as normal, abnoral or grayzone.
      Python
      •
      Other
      •14•24•0•2•Updated Jun 17, 2024Jun 17, 2024

    • barefoot-winnie-public

      Public
      Recommending responses to law related queries - Built during DSSG in collaboration with Barefoot Law
      Python
      •
      MIT License
      •4•4•0•3•Updated Jun 17, 2024Jun 17, 2024

    • 411-on-311

      Public
      Exploratory analysis and predictive models of how Chicago's neighborhoods interact with the City's 311 service requests.
      Python
      •41•43•5•0•Updated Jun 3, 2024Jun 3, 2024

    • .github

      Public
      0•0•0•0•Updated May 20, 2024May 20, 2024

    • argcmdr

      Public
      Thin argparse wrapper for quick, clear and easy declaration of hierarchical console command interfaces
      shellprogramming-utility
      Python
      •
      MIT License
      •0•14•12•0•Updated Feb 29, 2024Feb 29, 2024

    • baltimore_roofs_public

      Public
      Public Repository for DSSG 2022 Baltimore Roofs Project
      Python
      •
      MIT License
      •3•2•0•1•Updated Dec 13, 2023Dec 13, 2023

    • fairness_tree_workshop

      Public
      MIT License
      •0•1•0•0•Updated Nov 10, 2023Nov 10, 2023

    • fairness_tutorial

      Public
      Hands-on tutorial on ML Fairness
      Jupyter Notebook
      •
      MIT License
      •31•72•0•1•Updated Aug 7, 2023Aug 7, 2023

    • slack-report

      Public
      report output of command to slack channel
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •1•0•0•1•Updated May 22, 2023May 22, 2023

    • hitchhikers-guide

      Public
      The Hitchhiker's Guide to Data Science for Social Good
      trainingtutorial-exercisesdssgdata-sciencemachine-learning
      Jupyter Notebook
      •285•1k•36•18•Updated May 1, 2023May 1, 2023

    • ckdwarning

      Public
      Python
      •0•0•0•0•Updated Apr 29, 2023Apr 29, 2023

    • peeps-chili

      Public
      Ethics with a side of chili. And peeps.
      Jupyter Notebook
      •
      Other
      •1•7•1•15•Updated Apr 21, 2023Apr 21, 2023

    • dickens

      Public
      Common Python descriptors
      programming-utility
      Python
      •1•1•1•0•Updated Apr 19, 2023Apr 19, 2023

    • feedzai-analysis

      Public
      Shared repo for analyzing feedzai explainability experiments
      Jupyter Notebook
      •0•0•0•0•Updated Feb 16, 2023Feb 16, 2023

    • ohio

      Public
      Python I/O extras
      programming-utility
      Python
      •
      Other
      •0•18•4•3•Updated Dec 26, 2022Dec 26, 2022

    • pgdedupe

      Public
      A simple command line interface to the datamade/dedupe library.
      pythondatabasededuperecord-linkagepostgresqldata-cleaningdeduplication
      Jupyter Notebook
      •
      Other
      •5•42•15•6•Updated Dec 26, 2022Dec 26, 2022

    • collate

      Public
      Aggregation SQL Query Builder
      triage
      Python
      •
      Other
      •3•1•0•8•Updated Dec 26, 2022Dec 26, 2022

    • jakarta_smart_city_traffic_safety_public

      Public
      Identifying traffic-safety issues in CCTV footage
      Jupyter Notebook
      •
      Other
      •11•20•0•23•Updated Dec 8, 2022Dec 8, 2022

    • marketplace

      Public
      Code for the Solve for Good platform run by the DSSG Foundation
      Python
      •
      MIT License
      •2•3•9•2•Updated Nov 22, 2022Nov 22, 2022

    • dojo_mh_public

      Public
      Public Repository for DSSG 2022 Douglas and Johnson Counties, KS Mental Health Project
      Jupyter Notebook
      •
      MIT License
      •4•2•0•0•Updated Oct 4, 2022Oct 4, 2022

    • vibrant_routing_public

      Public
      Public Repository for the DSSG 2022 Vibrant National Suicide Prevention Lifeline Call Routing Project
      Python
      •
      MIT License
      •2•1•0•0•Updated Oct 4, 2022Oct 4, 2022

    • kcmo_mc_public

      Public
      Public Repository for DSSG 2022 for Kansas City, MO Municipal Courts Project
      Jupyter Notebook
      •
      MIT License
      •1•2•0•0•Updated Oct 4, 2022Oct 4, 2022