IBM / inFairnessLinks
PyTorch package to train and audit ML models for Individual Fairness
☆66Updated 3 months ago
Alternatives and similar repositories for inFairness
Users that are interested in inFairness are comparing it to the libraries listed below
Sorting:
- AI Assistant for Building Reliable, High-performing and Fair Multilingual NLP Systems☆47Updated 3 years ago
- Uncertainty Quantification 360 (UQ360) is an extensible open-source toolkit that can help you estimate, communicate and use uncertainty i…☆265Updated 3 months ago
- The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).☆220Updated 2 years ago
- A collection of implementations of fair ML algorithms☆12Updated 7 years ago
- TalkToModel gives anyone with the powers of XAI through natural language conversations 💬!☆121Updated 2 years ago
- A lightweight implementation of removal-based explanations for ML models.☆58Updated 4 years ago
- A Natural Language Interface to Explainable Boosting Machines☆68Updated last year
- Reading list for "The Shapley Value in Machine Learning" (JCAI 2022)☆153Updated 3 years ago
- Extending Conformal Prediction to LLMs☆67Updated last year
- Code repository for our paper "Failing Loudly: An Empirical Study of Methods for Detecting Dataset Shift": https://arxiv.org/abs/1810.119…☆105Updated last year
- Find and fix bugs in natural language machine learning models using adaptive testing.☆184Updated last year
- Details for the Science4Cast competition☆62Updated 2 years ago
- Bayesian Bandits☆68Updated last year
- This repository contains a Jax implementation of conformal training corresponding to the ICLR'22 paper "learning optimal conformal classi…☆129Updated 3 years ago
- Code repository for the NAACL 2022 paper "ExSum: From Local Explanations to Model Understanding"☆64Updated 3 years ago
- Cross-field empirical trends analysis of XAI literature☆21Updated last year
- A toolbox for differentially private data generation☆132Updated 2 years ago
- CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms☆292Updated last year
- Official repository for the paper "Can You Learn an Algorithm? Generalizing from Easy to Hard Problems with Recurrent Networks"☆59Updated 3 years ago
- Measuring data importance over ML pipelines using the Shapley value.☆43Updated 3 months ago
- Model Agnostic Counterfactual Explanations☆87Updated 2 years ago
- Interpretable and efficient predictors using pre-trained language models. Scikit-learn compatible.☆43Updated 5 months ago
- ☆316Updated 2 years ago
- Adversarial Attacks on Post Hoc Explanation Techniques (LIME/SHAP)☆83Updated 2 years ago
- ☆37Updated 4 years ago
- python tools to check recourse in linear classification☆78Updated 4 years ago
- The Recognizing, Exploring, and Articulating Limitations in Machine Learning research tool (REAL ML) is a set of guided activities to hel…☆51Updated 3 years ago
- Library that contains implementations of machine learning components in the hyperbolic space☆141Updated last year
- This repository holds code and other relevant files for the NeurIPS 2022 tutorial: Foundational Robustness of Foundation Models.☆72Updated 2 years ago
- Responsible AI knowledge base☆105Updated 2 years ago