federated-learning · GitHub Topics

awesome-mlops

@visenger

#计算机科学#A curated list of references for MLOps

翻译 - 精选的MLOps参考列表

机器学习 mlops 数据科学 engineering federated-learning DevOps Software Engineering 人工智能

12.69 k

1 个月前

PySyft

OpenMined@OpenMined

#计算机科学#Perform data science on data that remains in someone else's server

翻译 - 一个用于加密的隐私保护机器学习的库

深度学习 secure-computation PyTorch Privacy Cryptography Python syft federated-learning Hacktoberfest

Python9.32 k

6 个月前

FATE

@FederatedAI

#算法刷题#An Industrial Grade Federated Learning Framework

翻译 - 工业级联合学习框架

fate 机器学习 federated-learning privacy-preserving 算法

Python5.76 k

1 个月前

flower

@adap

#计算机科学#Flower: A Friendly Federated AI Framework

翻译 - Flower - 一个友好的联邦学习框架

flower federated-learning federated-learning-framework federated-analytics fleet-learning fleet-intelligence 深度学习机器学习 PyTorch scikit-learn

Python5.24 k

2 天前

FedML

@FedML-AI

#区块链#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 a...

federated-learning 深度学习 distributed-training 区块链 edge-ai 机器学习 on-device-training inference-engine marketplace mlops

Python4.21 k

3 天前

secretflow

@secretflow

#计算机科学#A unified framework for privacy-preserving data analysis and machine learning

differential-privacy homomorphic-encryption 机器学习 privacy-preserving private-set-intersection secure-multiparty-computation trusted-execution-environment 数据分析 federated-learning split-learning

Python2.37 k

3 天前

primihub

@primihub

Privacy-Preserving Computing Platform 由密码学专家团队打造的开源隐私计算平台，支持多方安全计算、联邦学习、隐私求交、匿踪查询等。

federated-learning private-information-retrieval private-set-intersection pir psi Hacktoberfest mpc fl privacy-preserving multi-party-computation

C++1.29 k

3 个月前

OpenHuFu

@BUAA-BDA

OpenHuFu is an open-sourced data federation system to support collaborative queries over multi databases with security guarantee.

data-federation federated-learning differential-privacy mpc multiparty-computation secure-computation spatial-analysis spatial-queries privacy-preserving spatial-data-analysis

Java722

2 个月前

pfl-research

苹果公司@apple

#计算机科学#Simulation framework for accelerating research in Private Federated Learning

differential-privacy federated-learning federated-learning-framework 机器学习 Privacy

Jupyter Notebook307

8 天前

easyFL

@WwZzz

#计算机科学#An experimental platform to quickly realize and compare with popular centralized federated learning algorithms. A realization of federated learning algorithm on fairness (FedFV, Federated Learning wit...

PyTorch federated-learning distributed-computing 深度学习 fairness 机器学习

Python188

3 年前