Pinned Repositories
CIFRank
The repo for causal intersectionality for fair ranking.
courses
This is repo of all Data Responsibly related courses.
dataResponsiblyUI
A Django project for the Web UIs of the Data, Resposibly.
DataSynthesizer
FairPrep
FairPrep is a design and evaluation framework for fairness-enhancing interventions that treats data as a first-class citizen.
FairRank
hiring-stability-audit
External stability audit to test the validity of personality predictions made by AI hiring systems
MirrorDataGenerator
MirrorDataGenerator is a python tool that generates synthetic data based on user-specified causal relations among features in the data. It focuses on how features relate with demographic attributes (e.g. gender, race, disability status, etc), which are considered as sensitive information for certain domains (e.g. employment, housing, etc).
RankingFacts
This is the repository of source codes for RankingFacts demo.
Virny
An in-depth performance profiling library for machine learning models
Data, Responsibly's Repositories
DataResponsibly/DataSynthesizer
DataResponsibly/MirrorDataGenerator
MirrorDataGenerator is a python tool that generates synthetic data based on user-specified causal relations among features in the data. It focuses on how features relate with demographic attributes (e.g. gender, race, disability status, etc), which are considered as sensitive information for certain domains (e.g. employment, housing, etc).
DataResponsibly/Virny
An in-depth performance profiling library for machine learning models
DataResponsibly/FairPrep
FairPrep is a design and evaluation framework for fairness-enhancing interventions that treats data as a first-class citizen.
DataResponsibly/FairRank
DataResponsibly/CIFRank
The repo for causal intersectionality for fair ranking.
DataResponsibly/dataResponsiblyUI
A Django project for the Web UIs of the Data, Resposibly.
DataResponsibly/hiring-stability-audit
External stability audit to test the validity of personality predictions made by AI hiring systems
DataResponsibly/courses
This is repo of all Data Responsibly related courses.
DataResponsibly/RankingFacts
This is the repository of source codes for RankingFacts demo.
DataResponsibly/DataResponsibly
The repository for all the datasets and projects related with data responsibly.
DataResponsibly/Datasets
This is the repository for all the public datasets that have been used in DataResponsibly projects.
DataResponsibly/ShaRP
Implementation of the algorithm proposed in the paper "ShaRP: Explaining Rankings with Shapley Values", by Pliatsika et al.
DataResponsibly/accuracy-explainability-tradeoff
DataResponsibly/algorithmic-transparency-playbook
DataResponsibly/DataResponsibly.github.io
Data, Responsibly
DataResponsibly/fairDAGs
This is the repository of code for fairDAGs.
DataResponsibly/MLcF
A controlled environment to play around with various data errors and stages in the ML lifecycle and measure their impact on model fairness and stability.
DataResponsibly/SynRD
Synthetic Research Datasets Feasibility Study
DataResponsibly/the-possibility-of-fairness
DataResponsibly/we-are-ai
DataResponsibly/RAI_Site.github.io
DataResponsibly/rds23
Course website for the Spring 2023 offering of Responsible Data Science (DS-UA 202 and DS-GA 1017) at New York University.
DataResponsibly/fairness-in-ranking
This repository is for metrics of fairness in rankings. TBD.
DataResponsibly/mew-supplementals
Supplemental materials for the paper of Most-Expected-Winner.
DataResponsibly/rds
A repository that redirects to the current version of the RDS course website.
DataResponsibly/rds21
Website for the Responsible Data Science courses DS-UA 202 and DS-GA 1017
DataResponsibly/rds22
DataResponsibly/rds24
DataResponsibly/smartnoise-sdk
Tools and service for differentially private processing of tabular and relational data