Projects in Awesome Lists by SMILELab-FL
A curated list of projects in awesome lists by SMILELab-FL .
https://github.com/smilelab-fl/fedlab
A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
deep-learning federated-learning federated-learning-framework fedlab machine-learning pytorch pytorch-federated-learning
Last synced: 15 May 2025
https://github.com/SMILELab-FL/FedLab
A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
deep-learning federated-learning federated-learning-framework fedlab machine-learning pytorch pytorch-federated-learning
Last synced: 02 May 2025
https://github.com/smilelab-fl/fedlab-benchmarks
Standard federated learning implementations in FedLab and FL benchmarks.
deep-learning federated-learning fedlab pytorch-implementation
Last synced: 09 Apr 2025
https://github.com/smilelab-fl/dive-into-federated-learning
Tutorials and paper lists for federated learning
Last synced: 09 Apr 2025
https://github.com/smilelab-fl/fednoisy
Benchmark for federated noisy label learning
Last synced: 09 Apr 2025
https://github.com/smilelab-fl/fedlegal
The first real-world FL benchmark for legal NLP
Last synced: 09 Apr 2025
https://github.com/smilelab-fl/fedlab-nlp
FedLab-NLP: A Fast and highly Customizable Framework for Federated Learning in Natural Language Processing
Last synced: 09 Apr 2025
https://github.com/smilelab-fl/fedlab-graph
A Federated Learning Framework for Graph Learning that is built on FedLab and refers to FederatedScope's graph implementation.
Last synced: 09 Apr 2025
https://github.com/smilelab-fl/fedcvd
The First Real-World Federated Learning Benchmark on Cardiovascular Disease Data
Last synced: 09 Apr 2025
https://github.com/smilelab-fl/fedvocab
Code for paper "Federated Model Decomposition with Private Vocabulary for Text Classification"
Last synced: 09 Apr 2025
https://github.com/smilelab-fl/fedattack
Dataset for "Revisiting Data Reconstruction Attacks on Real-world Dataset for Federated Natural Language Understanding".
Last synced: 09 Apr 2025