federated-learning-framework

Open-source projects categorized as federated-learning-framework
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Language: + Python + Jupyter Notebook
Topics: Machine Learning federated-learning Deep Learning Python federated-analytics
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Top 3 federated-learning-framework Open-Source Projects

  • flower

    Flower: A Friendly Federated Learning Framework (by adap)

    • Project mention: Pyenv – lets you easily switch between multiple versions of Python | news.ycombinator.com | 2024-03-25

    We use Pyenv successfully for developing the Flower open-source project. We use a few simple Bash scripts to manage virtual environments with different Python versions via pyenv and the pyenv-virtualenv plugin.

    The main scripts are `venv-create.sh`, `venv-delete.sh` and `bootstrap.sh`. `venv-reset.sh` pulls these three scripts together to make reinstalling your venv a single command.

    Here's the link if anyone is interested: https://github.com/adap/flower/tree/main/dev

  • openfl

    An open framework for Federated Learning. (by securefederatedai)

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  • pfl-research

    Simulation framework for accelerating research in Private Federated Learning

    • Project mention: Pfl: Python framework for Private Federated Learning simulations | news.ycombinator.com | 2024-03-05
NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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Index

What are some of the best open-source federated-learning-framework projects? This list will help you:

Project Stars
1 flower 4,307
2 openfl 666
3 pfl-research 200

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