megantosh / fairness_measures_code
☆38Updated 10 months ago
Alternatives and similar repositories for fairness_measures_code:
Users that are interested in fairness_measures_code are comparing it to the libraries listed below
- ☆58Updated 3 years ago
- Accompanying source code for "Runaway Feedback Loops in Predictive Policing"☆16Updated 7 years ago
- Comparing fairness-aware machine learning techniques.☆160Updated 2 years ago
- Research code for auditing and exploring black box machine-learning models.☆130Updated last year
- python tools to check recourse in linear classification☆74Updated 4 years ago
- ☆9Updated 4 years ago
- An open source package that evaluate the fairness of a Neural Network using a fairness metric called p% rule.☆18Updated 6 years ago
- ☆362Updated 3 years ago
- A library that implements fairness-aware machine learning algorithms☆125Updated 4 years ago
- This repository contains the full code for the "Towards fairness in machine learning with adversarial networks" blog post.☆117Updated 3 years ago
- ☆31Updated last year
- Themis™ is a software fairness tester.☆103Updated 4 years ago
- Repo for GIAN fairness course☆54Updated 8 years ago
- Code for reproducing results in Delayed Impact of Fair Machine Learning (Liu et al 2018)☆14Updated 2 years ago
- Code and data for the experiments in "On Fairness and Calibration"☆50Updated 2 years ago
- Implementation of provably Rawlsian fair ML algorithms for contextual bandits.☆14Updated 7 years ago
- Python code for training fair logistic regression classifiers.☆188Updated 3 years ago
- Preprint/draft article/blog on some explainable machine learning misconceptions. WIP!☆28Updated 5 years ago
- A python library to discover and mitigate biases in machine learning models and datasets☆20Updated last year
- ☆132Updated 5 years ago
- A visual analytic system for fair data-driven decision making☆25Updated 2 years ago
- Notebook demonstrating use of LIME to interpret a model of long-term relationship success☆24Updated 7 years ago
- Python implementation of R package breakDown☆42Updated last year
- Learning Certifiably Optimal Rule Lists☆172Updated 3 years ago
- Proposal Documents for Fairlearn☆9Updated 4 years ago
- Supervised Local Modeling for Interpretability☆28Updated 6 years ago
- simple customizable risk scores in python☆136Updated last year
- ☆313Updated last year
- Hands-on tutorial on ML Fairness☆70Updated last year
- A collection of implementations of fair ML algorithms☆12Updated 7 years ago