About

pyGinkgo is a lightweight, Pythonic interface to the Ginkgo library, bringing high-performance sparse linear algebra to Python on CUDA, HIP, and OpenMP backends with a NumPy- and PyTorch-compatible interface.

Publications

pyGinkgo: A Sparse Linear Algebra Operator Framework for Python

K. Tuteja, G. Olenik, R. Mishchuk, Y. Tsai, M. Götz, A. Streit, H. Anzt, C. Debus Proceedings of the 54th International Conference on Parallel Processing, 2025
DOI arXiv BibTeX