rcrupiISP / ISParityLinks
Repository of experiments in fairness Machine Learning.
☆10Updated 3 weeks ago
Alternatives and similar repositories for ISParity
Users that are interested in ISParity are comparing it to the libraries listed below
Sorting:
- ☆53Updated 5 years ago
- Datasets derived from US census data☆268Updated last year
- python tools to check recourse in linear classification☆77Updated 4 years ago
- Code for "Counterfactual Fairness" (NIPS2017)☆54Updated 7 years ago
- Tensorflow 2 implementation of Causal-BERT☆71Updated last year
- Package for computing causal effects of text (as treatment)☆70Updated 3 years ago
- Pytorch implementation of "Adapting Text Embeddings for Causal Inference"☆92Updated 3 years ago
- Comparing fairness-aware machine learning techniques.☆159Updated 2 years ago
- Source code for the paper "Causal Modeling of Twitter Activity during COVID-19". Computation, 2020.☆10Updated 2 years ago
- The cause2e package provides tools for performing an end-to-end causal analysis of your data. Developed by Daniel Grünbaum (@dg46).☆60Updated 3 months ago
- Multi-Objective Counterfactuals☆42Updated 3 years ago
- Design of Simulations using WGAN☆52Updated 2 years ago
- Hands-on tutorial on ML Fairness☆72Updated 2 years ago
- Code to reproduce our paper on probabilistic algorithmic recourse: https://arxiv.org/abs/2006.06831☆36Updated 2 years ago
- Short tutorials on the use of machine learning methods for causal inference☆48Updated 2 years ago
- Model Agnostic Counterfactual Explanations☆87Updated 2 years ago
- A Python Package providing two algorithms, DAME and FLAME, for fast and interpretable treatment-control matches of categorical data☆61Updated 2 weeks ago
- Resources related to causality☆265Updated last year
- Data and Model-based approaches for Mitigating Bias in Machine Learning Applications☆22Updated 5 years ago
- Demo data and code for "Sense and Sensitivity Analysis: Simple Post-Hoc Analysis of Bias Due to Unobserved Confounding".☆26Updated 3 years ago
- difference-in-differences in Python☆103Updated last year
- Notebooks for Applied Causal Inference Powered by ML and AI☆128Updated 4 months ago
- Repo for ML for Public Policy Lab course at CMU☆114Updated last year
- causal-falsify: A Python library with algorithms for falsifying unconfoundedness assumption in a composite dataset from multiple sources.☆32Updated last month
- 💊 Comparing causality methods in a fair and just way.☆139Updated 5 years ago
- Code for reproducing results in Delayed Impact of Fair Machine Learning (Liu et al 2018)☆14Updated 3 years ago
- ☆9Updated 4 years ago
- Fairness toolkit for pytorch, scikit learn and autogluon☆32Updated 8 months ago
- Schedule and Syllabus for Human-Centered Machine learning.☆185Updated 2 years ago
- Code for Blodgett et al. 2016, Demographic dialectal variation in social media☆25Updated 5 years ago