Dec-SSL

A curated list of references for MLOps

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

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

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.

A python library for self-supervised learning on images.

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

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

SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]

An easy-to-use federated learning platform

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