The Enzyme project is a tool which takes arbitrary existing code as LLVM and MLIR, and computes its derivative. This allows developers to use Enzyme to automatically create gradients of their source code without much additional work. By working at the LLVM level Enzyme is able to differentiate programs in a variety of languages (C, C++, Swift, Julia, Rust, Fortran, Python, etc.) in a single tool utilizing LLVM's highly developed optimization pipeline. We are always looking to help developers to get started with Enzyme, and help them integrate gradients into their applications.
📣 Join the Enzyme AD discussion list to get news about weekly meetings, events, and other ongoing discussions.
💬 Join the Weekly Meeting to keep up with the most recent developments, for questions regarding the usage of Enzyme, and ongoing design and development discussions.
🚀 Have a look at the Installation Guide, and Using Enzyme as well as further documentation on the website.
🤖 Try out Enzyme interactively in its very own Compiler Explorer instance!