AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
联邦学习系统，包括常用算法和通用训练推理系统框架 | Fedlearn Main System, Including Algorithms and Frameworks for Training / Inference.
(PyTorch > 1.0) A Research-Oriented Federated Learning Library. Supporting distributed computing, mobile/IoT on-device training, and standalone simulation
A tree-based federated learning system
Sample code and build environments for MPC frameworks
MACE is a deep learning inference framework optimized for mobile heterogeneous computing platforms.
《Machine Learning Systems: Design and Implementation》- Chinese Version
Federated Deep Learning in PaddlePaddle
survey of ppml
A library for encrypted, privacy preserving machine learning
A portable simplest oblivious transfer library.
SPU (Secure Processing Unit) aims to be a provable, measurable secure computation device, which provides computation ability while keep your private data protected.
YASL (Yet Another Simple library) is a C++ library contains modules and utilities which other Secretflow code depends on.