fl-ml

A curated list of references for MLOps

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

Automated Machine Learning with scikit-learn

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 PyTorch Library for Meta-learning Research

Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning

A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch

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

FSL-Mate: A collection of resources for few-shot learning (FSL).

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