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    33 repositories

    • Virny

      Public
      An in-depth performance profiling library for machine learning models
      pythonmachine-learninguncertainty-analysisrobustnessresponsible-aifair-ml
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •3•14•0•0•Updated Dec 15, 2024Dec 15, 2024

    • RAI_Site.github.io

      Public
      JavaScript
      •
      MIT License
      •0•0•0•0•Updated Dec 13, 2024Dec 13, 2024

    • ShaRP

      Public
      Implementation of the algorithm proposed in the paper "ShaRP: Explaining Rankings with Shapley Values", by Pliatsika et al.
      Python
      •
      MIT License
      •3•3•3•1•Updated Nov 26, 2024Nov 26, 2024

    • we-are-ai

      Public
      SCSS
      •
      MIT License
      •1•1•0•0•Updated Nov 18, 2024Nov 18, 2024

    • CIFRank

      Public
      The repo for causal intersectionality for fair ranking.
      Python
      •2•8•0•2•Updated Jun 17, 2024Jun 17, 2024

    • rds24

      Public
      SCSS
      •
      MIT License
      •0•0•0•0•Updated Apr 22, 2024Apr 22, 2024

    • DataSynthesizer

      Public
      HTML
      •
      MIT License
      •85•261•13•0•Updated Apr 3, 2024Apr 3, 2024

    • courses

      Public
      This is repo of all Data Responsibly related courses.
      Jupyter Notebook
      •
      MIT License
      •8•5•0•12•Updated Feb 9, 2024Feb 9, 2024

    • rds

      Public
      A repository that redirects to the current version of the RDS course website.
      HTML
      •0•0•0•0•Updated Jan 16, 2024Jan 16, 2024

    • SynRD

      Public
      Synthetic Research Datasets Feasibility Study
      Jupyter Notebook
      •1•1•0•3•Updated Dec 15, 2023Dec 15, 2023

    • algorithmic-transparency-playbook

      Public
      SCSS
      •
      MIT License
      •499•1•0•0•Updated Sep 18, 2023Sep 18, 2023

    • DataResponsibly.github.io

      Public
      Data, Responsibly
      SCSS
      •1•1•0•1•Updated Jul 20, 2023Jul 20, 2023

    • mew-supplementals

      Public
      Supplemental materials for the paper of Most-Expected-Winner.
      Python
      •0•0•0•0•Updated Jul 7, 2023Jul 7, 2023

    • rds23

      Public
      Course website for the Spring 2023 offering of Responsible Data Science (DS-UA 202 and DS-GA 1017) at New York University.
      SCSS
      •
      MIT License
      •0•0•0•0•Updated May 22, 2023May 22, 2023

    • MLcF

      Public
      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.
      fairnessresponsible-aifair-mlml-lifecyclestability-ai
      Jupyter Notebook
      •
      BSD 3-Clause "New" or "Revised" License
      •0•1•0•0•Updated May 20, 2023May 20, 2023

    • the-possibility-of-fairness

      Public
      Jupyter Notebook
      •
      MIT License
      •1•1•0•0•Updated May 9, 2023May 9, 2023

    • FairPrep

      Public
      FairPrep is a design and evaluation framework for fairness-enhancing interventions that treats data as a first-class citizen.
      Python
      •
      Apache License 2.0
      •5•11•1•4•Updated Mar 24, 2023Mar 24, 2023

    • Datasets

      Public
      This is the repository for all the public datasets that have been used in DataResponsibly projects.
      HTML
      •0•3•0•0•Updated Mar 2, 2023Mar 2, 2023

    • smartnoise-sdk

      Public
      Tools and service for differentially private processing of tabular and relational data
      Python
      •
      MIT License
      •71•0•0•0•Updated Feb 16, 2023Feb 16, 2023

    • FairRank

      Public
      Python
      •
      MIT License
      •8•11•1•0•Updated Oct 13, 2022Oct 13, 2022

    • MirrorDataGenerator

      Public
      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).
      Jupyter Notebook
      •1•19•0•1•Updated Jun 22, 2022Jun 22, 2022

    • RankingFacts

      Public
      This is the repository of source codes for RankingFacts demo.
      HTML
      •0•4•0•1•Updated Jun 22, 2022Jun 22, 2022

    • hiring-stability-audit

      Public
      External stability audit to test the validity of personality predictions made by AI hiring systems
      Jupyter Notebook
      •0•6•0•0•Updated May 16, 2022May 16, 2022

    • accuracy-explainability-tradeoff

      Public
      Jupyter Notebook
      •0•1•0•0•Updated May 8, 2022May 8, 2022

    • rds22

      Public
      SCSS
      •
      MIT License
      •0•0•0•0•Updated May 8, 2022May 8, 2022

    • dataResponsiblyUI

      Public
      A Django project for the Web UIs of the Data, Resposibly.
      HTML
      •1•7•0•0•Updated Nov 14, 2021Nov 14, 2021

    • fairness-in-ranking

      Public
      This repository is for metrics of fairness in rankings. TBD.
      MIT License
      •0•0•0•0•Updated Aug 12, 2021Aug 12, 2021

    • fairDAGs

      Public
      This is the repository of code for fairDAGs.
      Jupyter Notebook
      •
      MIT License
      •1•1•0•0•Updated Jul 22, 2021Jul 22, 2021

    • rds21

      Public
      Website for the Responsible Data Science courses DS-UA 202 and DS-GA 1017
      CSS
      •
      MIT License
      •1•0•0•0•Updated Jul 4, 2021Jul 4, 2021

    • DataResponsibly

      Public
      The repository for all the datasets and projects related with data responsibly.
      HTML
      •
      MIT License
      •0•3•0•0•Updated Mar 7, 2019Mar 7, 2019