rcrupiISP / ISParity
Repository of experiments in fairness Machine Learning.
☆9Updated 8 months ago
Alternatives and similar repositories for ISParity:
Users that are interested in ISParity are comparing it to the libraries listed below
- ☆53Updated 5 years ago
- Code for "Counterfactual Fairness" (NIPS2017)☆52Updated 6 years ago
- python tools to check recourse in linear classification☆75Updated 4 years ago
- ☆9Updated 4 years ago
- Hands-on tutorial on ML Fairness☆70Updated last year
- Datasets derived from US census data☆251Updated 9 months ago
- Comparing fairness-aware machine learning techniques.☆160Updated 2 years ago
- Code to reproduce our paper on probabilistic algorithmic recourse: https://arxiv.org/abs/2006.06831☆36Updated 2 years ago
- A simulator for recommender systems☆43Updated 2 months ago
- Tensorflow 2 implementation of Causal-BERT☆70Updated last year
- Package for computing causal effects of text (as treatment)☆70Updated 2 years ago
- Proposal Documents for Fairlearn☆9Updated 4 years ago
- Code for reproducing results in Delayed Impact of Fair Machine Learning (Liu et al 2018)☆14Updated 2 years ago
- Text-Based Ideal Points☆43Updated last year
- Fairness toolkit for pytorch, scikit learn and autogluon☆31Updated 2 months ago
- Code accompanying the paper "Understanding Bias in Word Embeddings"☆22Updated 2 years ago
- Python code for training fair logistic regression classifiers.☆189Updated 3 years ago
- ☆39Updated 3 years ago
- Code and data for the experiments in "On Fairness and Calibration"☆50Updated 2 years ago
- Multi-Objective Counterfactuals☆41Updated 2 years ago
- Replication files for Chernozhukov, Newey, Quintas-Martínez and Syrgkanis (2021) "RieszNet and ForestRiesz: Automatic Debiased Machine Le…☆13Updated 2 years ago
- A Python Package providing two algorithms, DAME and FLAME, for fast and interpretable treatment-control matches of categorical data☆56Updated 8 months ago
- Evaluate uncertainty, calibration, accuracy, and fairness of LLMs on real-world survey data!☆19Updated last week
- ☆31Updated last year
- difference-in-differences in Python☆99Updated last year
- Repo for ML for Public Policy Lab course at CMU☆109Updated last year
- Packages of Example Data for The Effect☆135Updated 3 months ago
- A collection of implementations of fair ML algorithms☆12Updated 7 years ago
- Replication code "The Limits of Human Predictions of Recidivism" by Lin et al. (2020)☆10Updated 4 years ago
- ☆22Updated 4 years ago