Data Science for Social Good
- Pittsburgh, PA
- http://dssgfellowship.org
- info@datascienceforsocialgood.org
Pinned repositories
Repositories
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triage
General Purpose Risk Modeling and Prediction Toolkit for Policy and Social Good Problems
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fairness_tutorial
Hands-on tutorial on ML Fairness
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marketplace
Code for the Solve for Good platform run by the DSSG Foundation
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timeline-plotter
Displaying (event) Series as Pretty Points
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jakarta_smart_city_traffic_safety_public
Identifying traffic-safety issues in CCTV footage
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pgdedupe
A simple command line interface to the datamade/dedupe library.
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peeps-chili
Ethics with a side of chili. And peeps.
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hitchhikers-guide
The Hitchhiker's Guide to Data Science for Social Good
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appy-reviews
A "smart" Web application for reviewing DSSG program application submissions
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argcmdr
Thin argparse wrapper for quick, clear and easy declaration of hierarchical console command interfaces
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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.
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lorax
Speaks for the trees by providing individual feature importances from random forests.
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slack-report
report output of command to slack channel
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randomize_your_data
Randomize the order of each column to help check for leakage
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barefoot-winnie-public
Recommending responses to law related queries - Built during DSSG in collaboration with Barefoot Law
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IEFP-RecSys_public
Recommendation system for interventions of unemployed people in Portugal. DSSG 2019 Imperial College London project
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matching-tool
Integrating HMIS and criminal-justice data
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MLforPublicPolicy
Class resources for CAPP 30254 (Machine Learning for Public Policy)
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data-science-101
Methods, tools, tips, and tricks for anyone interested in getting started doing data science for the social good.
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el-salvador-mined-public
Reducing Early School Dropout Rates in El Salvador
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check-for-secrets
Discovering Secrets analysts Possibly Pushed