Distributed Machine Learning Python Packages

vertimosaic

VertiMosaic is an open-source framework for cross-industry vertical federated learning on tabular data, enabling organizations with complementary features to collaboratively train models while keeping raw data local.

fedhf

🔨 A Flexible Federated Learning Simulator for Heterogeneous and Asynchronous.

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.

roleml-ai

Role-oriented programming model for distributed ML

colda

Collaborative Data Analysis for All

gossipy-dfl

Python module for simulating gossip learning.