fedn

A curated list of references for MLOps

Perform data science on data that remains in someone else's server

FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.

Olares: An Open-Source Sovereign Cloud OS for Local AI

Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond

[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment

Master Federated Learning in 2 Hours—Run It on Your PC!

Deep learning gateway on Raspberry Pi and other edge devices

An easy-to-use federated learning platform

Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data