IBM / inFairnessLinks
PyTorch package to train and audit ML models for Individual Fairness
☆66Updated 3 weeks ago
Alternatives and similar repositories for inFairness
Users that are interested in inFairness are comparing it to the libraries listed below
Sorting:
- A collection of implementations of fair ML algorithms☆12Updated 7 years ago
- Reading list for "The Shapley Value in Machine Learning" (JCAI 2022)☆153Updated 3 years ago
- Interpretable and efficient predictors using pre-trained language models. Scikit-learn compatible.☆44Updated 7 months ago
- AI Assistant for Building Reliable, High-performing and Fair Multilingual NLP Systems☆48Updated 3 years ago
- A lightweight implementation of removal-based explanations for ML models.☆58Updated 4 years ago
- This repository contains a Jax implementation of conformal training corresponding to the ICLR'22 paper "learning optimal conformal classi…☆129Updated 3 years ago
- The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).☆220Updated 2 years ago
- Code repository for the NAACL 2022 paper "ExSum: From Local Explanations to Model Understanding"☆64Updated 3 years ago
- Measuring data importance over ML pipelines using the Shapley value.☆43Updated last month
- A Natural Language Interface to Explainable Boosting Machines☆68Updated last year
- Details for the Science4Cast competition☆62Updated 2 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
- Uncertainty Quantification 360 (UQ360) is an extensible open-source toolkit that can help you estimate, communicate and use uncertainty i…☆266Updated 3 weeks ago
- Official implementation of the paper "Interventions, Where and How? Experimental Design for Causal Models at Scale", NeurIPS 2022.☆20Updated 2 years ago
- TalkToModel gives anyone with the powers of XAI through natural language conversations 💬!☆124Updated 2 years ago
- ModelDiff: A Framework for Comparing Learning Algorithms☆59Updated 2 years ago
- This is the demo code associated with the paper: W. Gong , S. Tschiatschek, S. Nowozin, R.E. Turner, J.M. Hernández-Lobato, C.Zhang Icebr…☆43Updated 5 years ago
- Responsible AI knowledge base☆107Updated 2 years ago
- Modular Python Toolbox for Fairness, Accountability and Transparency Forensics☆77Updated 2 years ago
- SPEAR: Programmatically label and build training data quickly.☆108Updated last year
- Extending Conformal Prediction to LLMs☆67Updated last year
- 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
- Experiments on GPT-3's ability to fit numerical models in-context.☆14Updated 3 years ago
- Find and fix bugs in natural language machine learning models using adaptive testing.☆186Updated last year
- Official repository for CMU Machine Learning Department's 10721: "Philosophical Foundations of Machine Intelligence".☆262Updated 2 years ago
- ☆32Updated 3 years ago
- This repository holds code and other relevant files for the NeurIPS 2022 tutorial: Foundational Robustness of Foundation Models.☆72Updated 2 years ago
- Testing Language Models for Memorization of Tabular Datasets.☆35Updated 8 months ago
- Model Agnostic Counterfactual Explanations☆88Updated 3 years ago
- Official repository for the paper "Can You Learn an Algorithm? Generalizing from Easy to Hard Problems with Recurrent Networks"☆59Updated 3 years ago