zama-ai / concrete-ml

Concrete ML: Privacy Preserving ML framework using Fully Homomorphic Encryption (FHE), built on top of Concrete, with bindings to traditional ML frameworks.

Date Created 2022-03-23 (2 years ago)

Commits 1,950 (last one a day ago)

Stargazers 1,048 (4 this week)

Watchers 21 (0 this week)

Forks 149

License other

Ranking

RepositoryStats indexes 595,890 repositories, of these zama-ai/concrete-ml is ranked #49,229 (92nd percentile) for total stargazers, and #105,895 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #7,708/119,419.

zama-ai/concrete-ml is also tagged with popular topics, for these it's ranked: python (#2,780/22322), machine-learning (#1,282/8062), data-science (#386/2137), privacy (#207/1043), scikit-learn (#87/353)

Other Information

zama-ai/concrete-ml has 9 open pull requests on Github, 674 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 22 open issues and 78 closed issues.

There have been 30 releases, the latest one was published on 2024-09-30 (2 months ago) with the name v1.7.0.

All Topics

fhe ppml tfhe torch python privacy data-science scikit-learn machine-learning homomorphic-encryption fully-homomorphic-encryption

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Recent Commit History

1,949 commits on the default branch (main) since jan '22

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Languages

The primary language is Python but there's also others...

updated: 2024-12-21 @ 03:44pm, id: 473188634 / R_kgDOHDRJGg