federated-knowledge-alignment

A curated list of references for MLOps

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

A collection of AWESOME things about domian adaptation

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.

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

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

Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)

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

An easy-to-use federated learning platform

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