Top 3 Python federated-analytic Projects

flower

27 4,222 9.9 Python

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

MetisFL

43 531 9.3 Python

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/

InfluxDB

www.influxdata.com featured

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.
GreyNSights

1 21 0.0 Python

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).