SMILELab-FL

Dive-into-Federated-Learning

Tutorials and paper lists for federated learning

FedCVD

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

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.

FedLab-Graph

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

FedLab-NLP

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

FedLegal

The first real-world FL benchmark for legal NLP

FedNoisy

Benchmark for federated noisy label learning

FedPETuning

FedVocab

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

SMILELab-FL/FedLab

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

SMILELab-FL/FedLab-benchmarks

Standard federated learning implementations in FedLab and FL benchmarks.

SMILELab-FL/Dive-into-Federated-Learning

Tutorials and paper lists for federated learning

SMILELab-FL/FedPETuning

SMILELab-FL/FedNoisy

Benchmark for federated noisy label learning

SMILELab-FL/FedLegal

The first real-world FL benchmark for legal NLP

SMILELab-FL/FedLab-NLP

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

SMILELab-FL/FedLab-Graph

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

SMILELab-FL/FedCVD

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

SMILELab-FL/FedAttack

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

SMILELab-FL/FedVocab

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