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awesome-federated-learning

FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai

awesome-privacy-engineering

A curated list of resources related to privacy engineering

bipartite-graph-learning

bipartite-graph-learning

building-programming-skills-for-data-scientists

Building the Programming Skill for Data Engineers or Scientists

chaoyanghe

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

docusaurus

Easy to maintain open source documentation websites.

easyfl

An easy-to-use federated learning platform

fedml-1

FedML - The federated learning and analytics library enabling secure and collaborative machine learning on decentralized data anywhere at any scale. Supporting large-scale cross-silo federated learning, cross-device federated learning on smartphones/IoTs, and research simulation. MLOps and App Marketplace are also enabled (https://open.fedml.ai).

fednas

FedNAS: Federated Deep Learning via Neural Architecture Search

fl4nlp.github.io

fl4nlp.github.io

milenas

MiLeNAS: Efficient Neural Architecture Search via Mixed-Level Reformulation. Published in CVPR 2020

mnn

MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba

n_baiot

openmlsys-zh

《Machine Learning Systems: Design and Implementation》- Chinese Version

prefs

Store and manage user preferences easily with PREFS.

pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

pytorch_bug_reproduce

ray

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

taichi

Productive & portable high-performance programming in Python.

uscthesis

LaTeX template in accordance with the University of Southern California Theses and Dissertations Formatting Guidelines.