yoshavit / fairml-farmLinks
A collection of implementations of fair ML algorithms
☆12Updated 7 years ago
Alternatives and similar repositories for fairml-farm
Users that are interested in fairml-farm are comparing it to the libraries listed below
Sorting:
- Comparing fairness-aware machine learning techniques.☆159Updated 2 years ago
- Code/figures in Right for the Right Reasons☆57Updated 4 years ago
- PyTorch package to train and audit ML models for Individual Fairness☆66Updated 3 weeks ago
- A lightweight implementation of removal-based explanations for ML models.☆58Updated 4 years ago
- ☆17Updated 5 years ago
- python tools to check recourse in linear classification☆78Updated 4 years ago
- (ICML 2021) Mandoline: Model Evaluation under Distribution Shift☆30Updated 4 years ago
- Code and data for the experiments in "On Fairness and Calibration"☆51Updated 3 years ago
- FairVis: Visual Analytics for Discovering Intersectional Bias in Machine Learning☆38Updated last year
- This repository contains the full code for the "Towards fairness in machine learning with adversarial networks" blog post.☆118Updated 4 years ago
- Evaluate uncertainty, calibration, accuracy, and fairness of LLMs on real-world survey data!☆25Updated 6 months ago
- Adversarial Attacks on Post Hoc Explanation Techniques (LIME/SHAP)☆84Updated 2 years ago
- Model Agnostic Counterfactual Explanations☆88Updated 3 years ago
- Code repository for our paper "Failing Loudly: An Empirical Study of Methods for Detecting Dataset Shift": https://arxiv.org/abs/1810.119…☆107Updated last year
- ☆134Updated 6 years ago
- Modular Python Toolbox for Fairness, Accountability and Transparency Forensics☆77Updated 2 years ago
- Reading history for Fair ML Reading Group in Melbourne☆36Updated 4 years ago
- ☆20Updated 4 years ago
- Codes for reproducing the contrastive explanation in “Explanations based on the Missing: Towards Contrastive Explanations with Pertinent…☆54Updated 7 years ago
- A Python package for unwrapping ReLU DNNs☆70Updated last year
- Fairness toolkit for pytorch, scikit learn and autogluon☆32Updated 10 months ago
- A visual analytic system for fair data-driven decision making☆26Updated 2 years ago
- ☆53Updated 5 years ago
- Supervised Local Modeling for Interpretability☆29Updated 6 years ago
- Official implementation of the paper "Interventions, Where and How? Experimental Design for Causal Models at Scale", NeurIPS 2022.☆20Updated 2 years ago
- A python library to discover and mitigate biases in machine learning models and datasets☆20Updated 2 years ago
- Code and webpages for our study on teaching humans to defer to an AI☆11Updated last year
- Practical ideas on securing machine learning models☆36Updated 4 years ago
- this repo might get accepted☆28Updated 4 years ago
- Multi-Objective Counterfactuals☆42Updated 3 years ago