SMILELab-FL

FedLab

A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.

FedLab-benchmarks

Standard federated learning implementations in FedLab and FL benchmarks.

Dive-into-Federated-Learning

Tutorials and paper lists for federated learning

FedPETuning

FedNoisy

Benchmark for federated noisy label learning

FedLegal

The first real-world FL benchmark for legal NLP

FedLab-NLP

FedLab-NLP: A Fast and highly Customizable Framework for Federated Learning in Natural Language Processing

FedLab-Graph

A Federated Learning Framework for Graph Learning that is built on FedLab and refers to FederatedScope's graph implementation.

FedAttack

Dataset for "Revisiting Data Reconstruction Attacks on Real-world Dataset for Federated Natural Language Understanding".

FedCVD

The First Real-World Federated Learning Benchmark on Cardiovascular Disease Data

FedVocab

Code for paper "Federated Model Decomposition with Private Vocabulary for Text Classification"