Stars
FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.
Distributed and decentralized training framework for PyTorch over graph
A collection of Google research projects related to Federated Learning and Federated Analytics.
A repository in preparation for open-sourcing lottery ticket hypothesis code.
A beautiful, simple, clean, and responsive Jekyll theme for academics
Implementation of (overlap) local SGD in Pytorch
Stochastic Gradient Push for Distributed Deep Learning
An open-source framework for machine learning and other computations on decentralized data.
A minimalist and modern Beamer theme
A drop-in replacement for CIFAR-10.
implement distributed machine learning with Pytorch + OpenMPI
PyTorch parameter server with MPI
papers on scalable and efficient machine learning systems
An all-in-one Docker image for deep learning. Contains all the popular DL frameworks (TensorFlow, Theano, Torch, Caffe, etc.)
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
Source code examples from the Parallel Forall Blog