IITH-Compilers/IR2Vec

Generates distributed vector representations of programs directly from LLVM IR using an unsupervised approach, enabling machine learning applications on code without manual feature engineering. Supports both symbolic and flow-aware embedding modes at program or function granularity, with configurable vector dimensions (75, 100, 300). Available as a Python package, C++ library, or standalone binary that integrates seamlessly with LLVM's compilation pipeline across versions 8.0.1 through 20.1.0.

101 stars.