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.

FedVocab

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

FedAttack

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