Tom pei (peiji1981)

peiji1981

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Tom pei's repositories

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human-learning-optimization

HLO:human learning optimization

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openfl

An open framework for Federated Learning.

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tf-encrypted

A Framework for Machine Learning on Encrypted Data

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AI-System

System for AI Education Resource.

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AiLearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

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aio

An IO library used in secretflow.

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differential-privacy

Google's differential privacy libraries.

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FATE

An Industrial Grade Federated Learning Framework

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federated

A framework for implementing federated learning

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FederatedScope

An easy-to-use federated learning platform

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fedlearn

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.

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fedlearner

A multi-party collaborative machine learning framework

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FedML

(PyTorch > 1.0) A Research-Oriented Federated Learning Library. Supporting distributed computing, mobile/IoT on-device training, and standalone simulation

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FedTree

A tree-based federated learning system

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flower

Flower - A Friendly Federated Learning Framework

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frameworks

Sample code and build environments for MPC frameworks

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heu

A homomorphic encryption processing unit.

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mace

MACE is a deep learning inference framework optimized for mobile heterogeneous computing platforms.

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openmlsys-zh

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

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PaddleFL

Federated Deep Learning in PaddlePaddle

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PySyft

A library for encrypted, privacy preserving machine learning

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secretflow

A unified framework for privacy-preserving data analysis and machine learning

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simplest-ot

A portable simplest oblivious transfer library.

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spu

SPU (Secure Processing Unit) aims to be a provable, measurable secure computation device, which provides computation ability while keep your private data protected.

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yasl

YASL (Yet Another Simple library) is a C++ library contains modules and utilities which other Secretflow code depends on.

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