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@SMILELab-FL

SMILELab-FL

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  1. FedLab FedLab Public

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

    Jupyter Notebook 822 141

  2. FedLab-benchmarks FedLab-benchmarks Public

    Standard federated learning implementations in FedLab and FL benchmarks.

    Jupyter Notebook 153 44

  3. FedNoisy FedNoisy Public

    Benchmark for federated noisy label learning

    Python 25 6

  4. FedPETuning FedPETuning Public

    Python 66 17

  5. FedLegal FedLegal Public

    The first real-world FL benchmark for legal NLP

    Python 13 1

  6. FedVocab FedVocab Public

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

    Python 2 1

Repositories

Showing 10 of 12 repositories
  • FedPII Public

    Official implementation of "Simple Yet Effective: Extracting Private Data Across Clients in Federated Fine-Tuning of Large Language Models"

    SMILELab-FL/FedPII’s past year of commit activity
    0 Apache-2.0 0 0 0 Updated Nov 5, 2025
  • FedLab Public

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

    SMILELab-FL/FedLab’s past year of commit activity
    Jupyter Notebook 822 Apache-2.0 141 8 0 Updated Oct 20, 2025
  • Dive-into-Federated-Learning Public

    Tutorials and paper lists for federated learning

    SMILELab-FL/Dive-into-Federated-Learning’s past year of commit activity
    71 Apache-2.0 5 0 0 Updated Oct 18, 2025
  • FedCVD Public

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

    SMILELab-FL/FedCVD’s past year of commit activity
    Python 8 2 0 0 Updated Oct 14, 2025
  • FedNoisy Public

    Benchmark for federated noisy label learning

    SMILELab-FL/FedNoisy’s past year of commit activity
    Python 25 Apache-2.0 6 0 0 Updated Aug 31, 2024
  • FedAttack Public

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

    SMILELab-FL/FedAttack’s past year of commit activity
    2 Apache-2.0 0 1 0 Updated Mar 11, 2024
  • FedLab-benchmarks Public

    Standard federated learning implementations in FedLab and FL benchmarks.

    SMILELab-FL/FedLab-benchmarks’s past year of commit activity
    Jupyter Notebook 153 Apache-2.0 44 0 3 Updated Jan 29, 2024
  • FedLegal Public

    The first real-world FL benchmark for legal NLP

    SMILELab-FL/FedLegal’s past year of commit activity
    Python 13 1 1 0 Updated Nov 29, 2023
  • FedPETuning Public
    SMILELab-FL/FedPETuning’s past year of commit activity
    Python 66 17 4 0 Updated Jun 2, 2023
  • FedVocab Public

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

    SMILELab-FL/FedVocab’s past year of commit activity
    Python 2 Apache-2.0 1 0 0 Updated Dec 11, 2022