Privacy Preserving

Awesome Production Machine Learning

A curated list of awesome open-source libraries for deploying, monitoring, versioning, and scaling production machine learning systems.

privacy-preserving ML

A curated list of awesome open-source libraries for deploying, monitoring, versioning, and scaling production machine learning systems.

ydata-syntheticJupyter Notebook

A Python package for generating synthetic tabular and time-series data using state-of-the-art generative models like GANs and Gaussian Mixtures.

Project OakRust

A platform for building distributed systems with hardware-backed remote attestation and encrypted communication using Trusted Execution Environments.

qrcode-angularCircom

An identity wallet that generates privacy-preserving proofs from government-issued IDs using zk-SNARKs.

phala-blockchainRust

Phala Network is a decentralized offchain computing protocol that powers the execution layer for AI agents.

SPUC++

A provable, measurable secure computation device that enables privacy-preserving tensor operations using multi-party computation (MPC).

PASS: An An ImageNet replacement for self-supervised pretraining without humansPython

A large-scale image dataset for self-supervised pretraining without humans, designed to reduce privacy concerns.

crdt-mergePython

A CRDT-based merge library that guarantees mathematical convergence for DataFrames, JSON, ML models, and distributed agents.