federated-analytics

Open-source projects categorized as federated-analytics

Top 4 federated-analytic Open-Source Projects

federated-analytics
  • 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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  • MetisFL

    The first open Federated Learning framework implemented in C++ and Python.

  • Project mention: Share Your Startup - July 2023 - Upvote for Maximum Visibility | /r/startups | 2023-07-06

    Startup Name/ URL: Nevron.AI https://github.com/NevronAI/metisfl / https://nevron.ai/

  • GreyNSights

    Privacy-Preserving Data Analysis using Pandas

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).

Index

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

Project Stars
1 flower 4,331
2 openfl 668
3 MetisFL 533
4 GreyNSights 21

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