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.

We’re building
products to make
FHE programming
fast and easy

Concrete Numpy

Concrete Numpy is an open-source set of tools which aims to simplify the use of fully homomorphic encryption (FHE) for data scientists.

RESOURCES

Explore more content about the Concrete Numpy library

Titanic Competition with Privacy Preserving Machine Learning

A Privacy-Preserving Machine Learning (PPML) solution to the famous ML Titanic challenge using concrete-ml

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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

Privacy-preserving insurance quotes

A tutorial on how to build an FHE-enabled insurance incident predictor.

Read Article

Hummingbird

Concrete Numpy is an open-source set of tools which aims to simplify the use of fully homomorphic encryption (FHE) for data scientists.

RESOURCES

Explore 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 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

Privacy-preserving insurance quotes

A tutorial on how to build an FHE-enabled insurance incident predictor.

Read Article