Popular GitHub Repositories for Fair

Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.

An open and fair framework for everyone to build AI agents equipped with powerful skills. Launch your agent, improve the world, your wallet, or both!

A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

[PVLDB 2024 Best Paper Nomination] TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods

FAIR Sequence Modeling Toolkit 2

[EMNLP 2024: Demo Oral] RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation

A library for preparing data for machine translation research (monolingual preprocessing, bitext mining, etc.) built by the FAIR NLLB team.

Fair Resource Allocation in Federated Learning (ICLR '20)

PyTorch implementation of a deep metric learning technique called "Magnet Loss" from Facebook AI Research (FAIR) in ICLR 2016.

Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search

Paper List for Fair Graph Learning (FairGL).

Conversational Toolkit. An Open-Source Toolkit for Fast Development and Fair Evaluation of Text Generation

Train Gradient Boosting models that are both high-performance *and* Fair!

A standardized, fair, and reproducible benchmark for evaluating event extraction approaches

Model Detects Fake Instagram Profiles using Deep Learning Approach of Artificial Neural Networks (ANN) for the fair use of social media

R package for computing and visualizing fair ML metrics

[UbiComp/IMWUT '23] Hierarchical Clustering-based Personalized Federated Learning for Robust and Fair Human Activity Recognition

[KDD2021] Federated Adversarial Debiasing for Fair and Transferable Representations: Optimize an adversarial domain-adaptation objective without adversarial or source data.

[IJCAI 2024] Redefining Contributions: Shapley-Driven Federated Learning

Fair quantitative comparison of NLP embeddings from GloVe to RoBERTa with Sequential Bayesian Optimization fine-tuning using Flair and SentEval. Extension of HyperOpt library to log_b priors.