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@SMILELab-FL

SMILELab-FL

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  1. FedLab Public

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

    Jupyter Notebook 755 129

  2. FedLab-benchmarks Public

    Standard federated learning implementations in FedLab and FL benchmarks.

    Jupyter Notebook 155 43

  3. FedNoisy Public

    Benchmark for federated noisy label learning

    Python 23 6

  4. FedPETuning Public

    Python 62 17

  5. FedLegal Public

    The first real-world FL benchmark for legal NLP

    Python 11 1

  6. FedVocab Public

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

    Python 2 1

Repositories

Showing 10 of 11 repositories
  • FedCVD Public

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

    Python 5 0 0 0 Updated Feb 20, 2025
  • FedNoisy Public

    Benchmark for federated noisy label learning

    Python 23 Apache-2.0 6 0 0 Updated Aug 31, 2024
  • FedLab Public

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

    Jupyter Notebook 755 Apache-2.0 129 7 0 Updated Aug 12, 2024
  • FedAttack Public

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

    2 Apache-2.0 0 0 0 Updated Mar 11, 2024
  • FedLab-benchmarks Public

    Standard federated learning implementations in FedLab and FL benchmarks.

    Jupyter Notebook 155 Apache-2.0 43 0 2 Updated Jan 29, 2024
  • FedLegal Public

    The first real-world FL benchmark for legal NLP

    Python 11 1 1 0 Updated Nov 29, 2023
  • FedPETuning Public
    Python 62 17 5 0 Updated Jun 2, 2023
  • FedVocab Public

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

    Python 2 Apache-2.0 1 0 0 Updated Dec 11, 2022
  • FedLab-NLP Public

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

    Python 9 Apache-2.0 1 0 0 Updated Aug 19, 2022
  • FedLab-Graph Public

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

    Python 7 Apache-2.0 0 0 0 Updated Jul 29, 2022

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