davidwwzhu Goto Github PK

asu_mpsi

crypten

A framework for Privacy Preserving Machine Learning

cryptotools

A repo to hold common tools used by my crypto projects

cufhe

CUDA-accelerated Fully Homomorphic Encryption Library

davidwwzhu

Config files for my GitHub profile.

fate

An Industrial Grade Federated Learning Framework

flyte

Kubernetes-native workflow automation platform for complex, mission-critical data and ML processes at scale. It has been battle-tested at Lyft, Spotify, Freenome, and others and is truly open-source.

fully-homomorphic-encryption

Libraries and tools to perform fully homomorphic encryption operations on an encrypted data set.

hehub

HEhub is a library for homomorphic encryption and its applications, and is part of the PrimiHub project.

libote

A fast, portable, and easy to use Oblivious Transfer Library

libsodium

A modern, portable, easy to use crypto library.

mlmodeldb

Open Source ML Model Versioning, Metadata, and Experiment Management

mlops

MLOps examples

mlopspython

MLOps using Azure ML Services and Azure DevOps

mlreef

The collaboration workspace for Machine Learning

mp-spdz

open-mlops

致力于MLOps生产可用的Python简易框架

private-id

A collection of algorithms that can do join between two parties while preserving the privacy of keys on which the join happens

seal

Microsoft SEAL is an easy-to-use and powerful homomorphic encryption library.

seceumfl

SeceumFL v3.2

secretflow

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

seldon-core

An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models

spdz-2

(Inactive, see readme) Multiparty computation with SPDZ, MASCOT, and Overdrive offline phases

tfhe

TFHE: Fast Fully Homomorphic Encryption Library over the Torus

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

unionml

UnionML: the easiest way to build and deploy machine learning microservices

volepsi

Efficient Private Set Intersection base on VOLE