Data, Responsibly

Popular repositories Loading

1. DataSynthesizer DataSynthesizer Public

   HTML 277 89

2. MirrorDataGenerator 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…

   Jupyter Notebook 25 1

3. Virny Virny Public

   An in-depth performance profiling library for machine learning models

   Python 17 3

4. FairRank FairRank Public

   Python 11 8

5. FairPrep FairPrep Public

   FairPrep is a design and evaluation framework for fairness-enhancing interventions that treats data as a first-class citizen.

   Python 11 5

6. CIFRank CIFRank Public

   The repo for causal intersectionality for fair ranking.

   Python 7 2