Data Science for Social Good

All

150 repositories

triage
Public
General Purpose Risk Modeling and Prediction Toolkit for Policy and Social Good Problems
python machine-learning tool artificial-intelligence triage early-warning-systems dssg inspection-prioritization
Jupyter Notebook
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Other
•61•198•210•6•Updated Feb 9, 2026Feb 9, 2026
aequitas
Public
Bias Auditing & Fair ML Toolkit
bias fairness machine-bias fairness-testing
Python
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MIT License
•124•748•43•12•Updated Feb 3, 2026Feb 3, 2026
aiassurance
Public
MIT License
•0•0•0•0•Updated Feb 2, 2026Feb 2, 2026
mlforpublicpolicylab
Public
Repo for ML for Public Policy Lab course at CMU
machine-learning ai public-policy social-good
Jupyter Notebook
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MIT License
•37•120•0•0•Updated Dec 15, 2025Dec 15, 2025
MLinPractice
Public
Repository for ML in Practice Course at CMU (10-718)
Jupyter Notebook
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MIT License
•19•71•0•0•Updated Dec 6, 2025Dec 6, 2025
acdhs_housing_public
Public
Python
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MIT License
•0•3•0•0•Updated Oct 7, 2025Oct 7, 2025
fairness_tree_workshop
Public
MIT License
•0•1•0•0•Updated Sep 25, 2025Sep 25, 2025
donors-choose
Public
Jupyter Notebook
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Other
•2•3•0•1•Updated Aug 18, 2025Aug 18, 2025
lorax
Public
Speaks for the trees by providing individual feature importances from random forests.
Python
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Other
•2•4•6•1•Updated Apr 1, 2025Apr 1, 2025
masld_prediction
Public
Python
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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 …
Python
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Other
•14•25•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
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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
•40•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
shell programming-utility
Python
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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
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MIT License
•3•2•0•1•Updated Dec 13, 2023Dec 13, 2023
fairness_tutorial
Public
Hands-on tutorial on ML Fairness
Jupyter Notebook
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MIT License
•32•74•0•1•Updated Aug 7, 2023Aug 7, 2023
slack-report
Public
report output of command to slack channel
Python
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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
training data-science machine-learning tutorial-exercises dssg
Jupyter Notebook
•283•1k•36•17•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
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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
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Other
•0•18•4•3•Updated Dec 26, 2022Dec 26, 2022
pgdedupe
Public
A simple command line interface to the datamade/dedupe library.
python database dedupe record-linkage postgresql data-cleaning deduplication
Jupyter Notebook
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Other
•5•43•15•6•Updated Dec 26, 2022Dec 26, 2022
collate
Public
Aggregation SQL Query Builder
triage
Python
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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
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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
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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
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MIT License
•4•2•0•0•Updated Oct 4, 2022Oct 4, 2022