Zama
DEVELOPER
RESOURCES
Documentations and tutorials for building homomorphic applications with Zama products.
Machine Learning
For developers
Concrete
ML
Automatically turn Machine Learning models into their FHE equivalents.
Concrete
Numpy
Automatically turn Numpy functions into their FHE equivalent.
Concrete Framework
For cryptographers
Concrete
Lib
The open-source homomorphic encryption library that is simple, fast, and secure.
Concrete
Core
The library embedding all cryptographic operators to perform hardware accelerations.
Community
Explore more ways to participate in the Zama community.
.svg){kind=small}
.svg){kind=small}
.svg){kind=icon}
We’re building
products to make
FHE programming
fast and easy
Explore more content about the Concrete Numpy library
.png)
Titanic Competition with Privacy Preserving Machine Learning
A Privacy-Preserving Machine Learning (PPML) solution to the famous ML Titanic challenge using concrete-ml
Read Article
Announcing Concrete ML v0.2
We are announcing the release of Concrete ML as a public alpha. The package is built on top of Concrete Numpy.
Read Article.png)
Privacy-preserving insurance quotes
A tutorial on how to build an FHE-enabled insurance incident predictor.
Read ArticleExplore more content about the Hummingbird library
Titanic Competition with Privacy Preserving Machine Learning
A Privacy-Preserving Machine Learning (PPML) solution to the famous ML Titanic challenge using concrete-ml
Read ArticleAnnouncing Concrete ML v0.2
We are announcing the release of Concrete ML as a public alpha. The package is built on top of Concrete Numpy.
Read ArticlePrivacy-preserving insurance quotes
A tutorial on how to build an FHE-enabled insurance incident predictor.
Read Article