Optimize Julia Functions With MLIR and XLA for High-Performance Execution on CPU, GPU, TPU and more.

Inference Llama 2 in one file of pure C

Custom Bindings for Enzyme Automatic Differentiation Tool and Interfacing with JAX.

A rust fork to work towards Enzyme integration

Online demo without installing at - https://buildit.so/tryit

High-performance automatic differentiation of LLVM and MLIR.

Julia bindings for the Enzyme automatic differentiator

A repo just containing everything to build a working enzyme/rustc/llvm/clang stack.

Enzyme integration into Rust. Experimental, do not use.

Experimental compiler infrastructure for KernelAbstractions

Bridging polyhedral analysis tools to the MLIR framework

A Graph-based Program Representation for Data Flow Analysis and Compiler Optimizations

NUBIA (NeUral Based Interchangeability Assessor) is a new SoTA evaluation metric for text generation

A common suite of test functions for stressing the robustness of differentiation tools.

Code for problem at http://math.stackexchange.com/questions/833541/making-friends-around-a-circular-table

Extended version of Tensorflow MNIST tutorial (https://www.tensorflow.org/versions/r0.11/tutorials/index.html) with visualization of results.

Verification of vulnerability of neural network to adversarial examples.

Automatic transformation of implications and complementarity into mixed-integer models in Julia

Evaluating Robustness of Neural Networks with Mixed Integer Programming

A domain specific language to express machine learning workloads.

A transparent bridge between Git and Dropbox - use a Dropbox (shared) folder as a Git remote! 🎁

Scripts for building the 32 and 64-bit MinGW-W64 compilers for Windows