Top 3 Python fhe Projects

concrete-ml

8 758 9.6 Python

Concrete ML: Privacy Preserving ML framework built on top of Concrete, with bindings to traditional ML frameworks.

Project mention: Show HN: Logistic Regression Training on Encrypted Data with FHE | news.ycombinator.com | 2024-02-06

concrete-numpy

4 226 4.7 Python

Concrete-Numpy: A library to turn programs into their homomorphic equivalent.
WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
liberate-fhe

1 93 8.0 Python

A Fully Homomorphic Encryption (FHE) library for bridging the gap between theory and practice with a focus on performance and accuracy.

Project mention: A multi-GPU FHE library build with PyTorch | news.ycombinator.com | 2023-12-03

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2024-02-06.