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Distributed Learning Python Packages

Python packages with the GitHub topic distributed-learning. Sorted by relevance, with stars and monthly downloads.
varnio
fedsim

Generic Federated Learning Simulator with PyTorch

734 7 0
team-decent
decent-bench

A benchmarking framework for decentralized optimization

238 6 5
LabeliaLabs
mplc

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

224 57 12
IKNL
vantage

Package and utilities for distributed learning

212 23 6
IKNL
ppdli

Docker CLI package for the vantage6 infrastructure

182 23 6
FederalLab
openfed

A Comprehensive and Versatile Open-Source Federated Learning Framework

93 33 3
    • Data from PyPI, GitHub, ClickHouse, and BigQuery