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Distributed Machine Learning Python Packages

Python packages with the GitHub topic distributed-machine-learning. Sorted by relevance, with stars and monthly downloads.
beiyuouo
fedhf

🔨 A Flexible Federated Learning Simulator for Heterogeneous and Asynchronous.

420 23 1
mrtan-ys
roleml-ai

A role-oriented programming model for distributed ML

187 2 3
anupamkliv
federa

FedERA is a modular and fully customizable open-source FL framework, aiming to address these issues by offering comprehensive support for heterogeneous edge devices and incorporating both standalone and distributed computing. It includes new software modules to enhance usability and promote environ- mental sustainability.

180 139 61
Collaborative-AI
colda

Collaborative Data Analysis for All

128 19 4
makgyver
gossipy-dfl

Python module for simulating gossip learning and decentralized federated learning.

74 41 17
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