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A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
Jupyter Notebook 828 141
Standard federated learning implementations in FedLab and FL benchmarks.
Jupyter Notebook 154 43
Benchmark for federated noisy label learning
Python 29 6
Python 71 17
The first real-world FL benchmark for legal NLP
Python 14 1
Code for paper "Federated Model Decomposition with Private Vocabulary for Text Classification"
Python 2 1
Official implementation of "Simple Yet Effective: Extracting Private Data Across Clients in Federated Fine-Tuning of Large Language Models"
Tutorials and paper lists for federated learning
The First Real-World Federated Learning Benchmark on Cardiovascular Disease Data
Dataset for "Revisiting Data Reconstruction Attacks on Real-world Dataset for Federated Natural Language Understanding".
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