Data Science for Social Good

Repositories

• triage

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

  machine-learning triage early-warning-systems inspection-prioritization
  Jupyter Notebook 44 116 177 7 Updated Jan 24, 2021

• fairness_tutorial

  Hands-on tutorial on ML Fairness
  Jupyter Notebook MIT 12 24 0 0 Updated Jan 24, 2021

• marketplace

  Code for the Solve for Good platform run by the DSSG Foundation
  Python MIT 2 3 11 0 Updated Jan 21, 2021

• timeline-plotter

  Displaying (event) Series as Pretty Points
  0 0 2 1 Updated Jan 16, 2021

• aequitas

  Bias and Fairness Audit Toolkit

  bias fairness machine-bias fairness-testing
  Python MIT 65 340 32 3 Updated Jan 15, 2021

• mlforpublicpolicylab

  Repo for ML for Public Policy Lab course at CMU

  machine-learning public-policy
  Jupyter Notebook MIT 19 49 0 0 Updated Dec 11, 2020

• jakarta_smart_city_traffic_safety_public

  Identifying traffic-safety issues in CCTV footage
  Jupyter Notebook 8 9 0 5 Updated Nov 18, 2020

• pgdedupe

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

  python database dedupe record-linkage postgresql data-cleaning deduplication
  Jupyter Notebook 6 36 15 3 Updated Oct 27, 2020

• collate

  Aggregation SQL Query Builder

  triage
  Python 3 1 0 4 Updated Oct 27, 2020

• voter-protection
  Jupyter Notebook MIT 2 1 0 0 Updated Oct 8, 2020

• peeps-chili

  Ethics with a side of chili. And peeps.
  Jupyter Notebook 0 2 0 0 Updated Sep 21, 2020

• hitchhikers-guide

  The Hitchhiker's Guide to Data Science for Social Good

  data-science tutorial-exercises
  Jupyter Notebook 237 716 30 7 Updated Sep 18, 2020

• infonavit-public
  Jupyter Notebook 0 1 0 0 Updated Sep 17, 2020

• appy-reviews

  A "smart" Web application for reviewing DSSG program application submissions
  Python MIT 0 2 31 0 Updated Sep 10, 2020

• argcmdr

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

  shell programming-utility
  Python MIT 0 7 10 0 Updated Sep 3, 2020

• 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.
  Python MIT 8 7 0 1 Updated May 26, 2020

• air_pollution_estimation
  Jupyter Notebook MIT 1 7 0 3 Updated Mar 24, 2020

• lorax

  Speaks for the trees by providing individual feature importances from random forests.
  Python 2 3 6 1 Updated Feb 27, 2020

• slack-report

  report output of command to slack channel
  Python BSD-3-Clause 1 0 0 0 Updated Feb 23, 2020

• randomize_your_data

  Randomize the order of each column to help check for leakage
  Jupyter Notebook 1 0 2 0 Updated Jan 26, 2020

• barefoot-winnie-public

  Recommending responses to law related queries - Built during DSSG in collaboration with Barefoot Law
  Python MIT 3 2 0 1 Updated Oct 30, 2019

• IEFP-RecSys_public

  Recommendation system for interventions of unemployed people in Portugal. DSSG 2019 Imperial College London project
  Python MIT 1 0 0 0 Updated Oct 26, 2019

• ohio

  Python I/O extras

  programming-utility
  Python 0 11 3 1 Updated Oct 6, 2019

• install-cli

  Bash library for guided installation & bootstrapping

  shell bash programming-utility
  Shell MIT 0 2 2 1 Updated Sep 12, 2019

• matching-tool

  Integrating HMIS and criminal-justice data
  Python 4 6 22 1 Updated Aug 25, 2019

• MLforPublicPolicy

  Class resources for CAPP 30254 (Machine Learning for Public Policy)

  data-science machine-learning public-policy
  Jupyter Notebook 82 91 0 0 Updated Jun 26, 2019

• hiv-retention-public
  Jupyter Notebook 1 1 0 0 Updated Jun 14, 2019

• data-science-101

  Methods, tools, tips, and tricks for anyone interested in getting started doing data science for the social good.
  Jupyter Notebook 33 89 1 1 Updated May 25, 2019

• el-salvador-mined-public

  Reducing Early School Dropout Rates in El Salvador
  Jupyter Notebook 2 0 1 0 Updated May 17, 2019

• check-for-secrets

  Discovering Secrets analysts Possibly Pushed
  Shell 0 1 2 1 Updated May 13, 2019