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Add Concrete compiler to 'Users of MLIR'
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bcm-at-zama committed Jul 24, 2024
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Expand Up @@ -46,6 +46,22 @@ constantly evolving, aiming to deliver execution on heterogenous architectures w
The CIRCT project is an (experimental!) effort looking to apply MLIR and the LLVM
development methodology to the domain of hardware design tools.

## [Concrete](https://github.com/zama-ai/concrete): TFHE Compiler that converts python programs into FHE equivalent

Concrete is an open-source framework that simplifies the use of
[Fully Homomorphic Encryption](https://fhe.org) (FHE) and makes writing FHE
programs easy for developers

FHE is a powerful technology that enables computations on encrypted data without
needing to decrypt it. This capability ensures user privacy and provides robust
protection against data breaches.

Concrete enables developers to efficiently develop privacy-preserving
applications for various use cases. For instance,
[Concrete ML](https://github.com/zama-ai/concrete-ml) is built on top of
Concrete to integrate privacy-preserving features of FHE into machine learning
use cases.

## [Enzyme](https://enzyme.mit.edu): General Automatic Differentiation of MLIR
Enzyme (specifically EnzymeMLIR) is a first-class automatic differentiation
sytem for MLIR. Operations and types implement or inheret general interfaces
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