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@FedML-AI

FedML Inc.

FedML - Fundamental Ecosystem Design for Machine Learning: Social, Secure, Scalable, and Efficient

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  1. FedML Public

    FedML - The federated and distributed machine learning library enabling machine learning anywhere at any scale. It's backed by FedML, Inc (https://FedML.ai). Supporting large-scale geo-distributed …

    Python 1.2k 357

  2. FedNLP Public

    FedNLP: A Research Platform for Federated Learning in Natural Language Processing. Accepted to NAACL 2022

    Python 206 41

  3. FedGraphNN Public

    A Research-oriented Federated Learning Library and Benchmark Platform for Graph Neural Networks. Accepted to ICLR'2021 - DPML and MLSys'21 - GNNSys workshops.

    Python 158 38

  4. FedCV Public

    FedCV: A Federated Learning Framework for Diverse Computer Vision Tasks

    Python 55 19

  5. FedIoT Public

    Federated Learning for Internet of Things: A Federated Learning Framework for On-device Anomaly Data Detection

    Python 30 9

  6. FedML-IoT Public

    FedML-IoT: Federated Learning on IoT Devices (supported by FedML framework)

    Python 31 20

Repositories

  • FedML Public

    FedML - The federated and distributed machine learning library enabling machine learning anywhere at any scale. It's backed by FedML, Inc (https://FedML.ai). Supporting large-scale geo-distributed training, cross-device federated learning on smartphones/IoTs, cross-silo federated learning on data silos, and research simulation. Best Paper Award …

    Python 1,175 Apache-2.0 357 95 (1 issue needs help) 2 Updated May 11, 2022
  • FedML-Server Public

    FedML-Server: Federated Learning Server for FedML-IoT and FedML-Mobile

    Python 7 15 3 2 Updated Apr 27, 2022
  • FedML-IoT Public

    FedML-IoT: Federated Learning on IoT Devices (supported by FedML framework)

    Python 31 20 2 1 Updated Apr 27, 2022
  • fedml_edge_deployment Public
    Shell 2 0 0 0 Updated Apr 21, 2022
  • FedGraphNN Public

    A Research-oriented Federated Learning Library and Benchmark Platform for Graph Neural Networks. Accepted to ICLR'2021 - DPML and MLSys'21 - GNNSys workshops.

    Python 158 38 5 0 Updated Apr 18, 2022
  • FedCV Public

    FedCV: A Federated Learning Framework for Diverse Computer Vision Tasks

    Python 55 19 5 1 Updated Apr 17, 2022
  • fedml-ai.github.io Public

    Homepage of FedML: http://fedml.ai

    HTML 4 1 0 0 Updated Mar 20, 2022
  • doc Public template

    Template for the Read the Docs tutorial

    Python 0 421 0 0 Updated Mar 19, 2022
  • FedNLP Public

    FedNLP: A Research Platform for Federated Learning in Natural Language Processing. Accepted to NAACL 2022

    Python 206 41 11 1 Updated Feb 17, 2022
  • SpreadGNN Public

    SpreadGNN: Serverless Multi-Task Learning Framework for Graph Neural Networks. Accepted to AAAI22.

    Python 15 2 0 1 Updated Dec 9, 2021
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