Data Science for Social Good

hitchhikers-guide

The Hitchhiker's Guide to Data Science for Social Good

aequitas

Bias Auditing & Fair ML Toolkit

triage

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

mlforpublicpolicylab

Repo for ML for Public Policy Lab course at CMU

fairness_tutorial

Hands-on tutorial on ML Fairness

MLinPractice

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

411-on-311

Exploratory analysis and predictive models of how Chicago's neighborhoods interact with the City's 311 service requests.

pgdedupe

A simple command line interface to the datamade/dedupe library.

usal_echo_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.

jakarta_smart_city_traffic_safety_public

Identifying traffic-safety issues in CCTV footage

ohio

Python I/O extras

argcmdr

Thin argparse wrapper for quick, clear and easy declaration of hierarchical console command interfaces

peeps-chili

Ethics with a side of chili. And peeps.

barefoot-winnie-public

Recommending responses to law related queries - Built during DSSG in collaboration with Barefoot Law

donors-choose

lorax

Speaks for the trees by providing individual feature importances from random forests.

marketplace

Code for the Solve for Good platform run by the DSSG Foundation

baltimore_roofs_public

Public Repository for DSSG 2022 Baltimore Roofs Project

dojo_mh_public

Public Repository for DSSG 2022 Douglas and Johnson Counties, KS Mental Health Project

kcmo_mc_public

Public Repository for DSSG 2022 for Kansas City, MO Municipal Courts Project

collate

Aggregation SQL Query Builder

dickens

Common Python descriptors

fairness_tree_workshop

vibrant_routing_public

Public Repository for the DSSG 2022 Vibrant National Suicide Prevention Lifeline Call Routing Project

.github

ai4med

ckdwarning

feedzai-analysis

Shared repo for analyzing feedzai explainability experiments

masld_prediction

slack-report

report output of command to slack channel