TACO: The Tensor Algebra Compiler
Summary
TACO: The Tensor Algebra Compiler is a fast, compiler-based library for sparse linear and tensor algebra. It supports multiple storage formats (CSR, COO, CSF) and can generate optimized kernels, with C++ and Python APIs, plus a browser-based code generator and online tools. The project emphasizes versatility and performance, with use cases in data analytics, scientific computing, and machine learning, and is hosted as an open-source project with community contributions.