Python federated-learning-framework

Open-source Python projects categorized as federated-learning-framework

Python federated-learning-framework 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

  • 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
  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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). The latest post mention was on 2024-03-25.

Python federated-learning-framework related posts

Index

Project Stars
1 flower 4,005
2 pfl-research 147
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