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Distributed Learning Python Packages

Python packages with the GitHub topic distributed-learning. Sorted by monthly downloads, with stars and forks.
team-decent
decent-bench

A benchmarking framework for decentralized optimization

527 6 5
varnio
fedsim

A generic Federated Learning simulator!

523 7 0
IKNL
vantage

Docker CLI package for the vantage6 infrastructure

316 23 5
LabeliaLabs
mplc

Simulate collaborative ML scenarios, experiment multi-partner learning approaches and measure respective contributions of different datasets to model performance.

142 57 12
IKNL
ppdli

Docker CLI package for the vantage6 infrastructure

97 23 5
FederalLab
openfed

A Comprehensive and Versatile Open-Source Federated Learning Framework

53 34 3
    • Original data from PyPI, GitHub, and OSV; downloads served through ClickHouse
    • Sources & methodology