ncnn is a high-performance neural network inference framework optimized for the mobile platform

A retargetable MLIR-based machine learning compiler and runtime toolkit.

Circuit IR Compilers and Tools

The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.

Concrete: TFHE Compiler that converts python programs into FHE equivalent

BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.

MLIR For Beginners tutorial

MegCC是一个运行时超轻量，高效，移植简单的深度学习模型编译器

VAST is an experimental compiler pipeline designed for program analysis of C and C++. It provides a tower of IRs as MLIR dialects to choose the best fit representations for a program analysis or further program abstraction.

Highly optimized inference engine for Binarized Neural Networks

A compiler for homomorphic encryption

LingoDB: A new analytical database system that blurs the lines between databases and compilers.

An optimizing ahead-of-time Python Compiler

LLVM (Low Level Virtual Machine) Guide. Learn all about the compiler infrastructure, which is designed for compile-time, link-time, run-time, and "idle-time" optimization of programs. Originally implemented for C/C++ , though, has a variety of front-ends, including Java, Python, etc.

Conversions to MLIR EmitC

Bridging polyhedral analysis tools to the MLIR framework

C++ compiler for heterogeneous quantum-classical computing built on Clang and XACC

An experimental Racket implementation using LLVM/MLIR

An MLIR based compiler dynamic circuit compiler for real-time control systems supporting OpenQASM 3

Data-Centric MLIR dialect