Skip to content

v1.8.0

Compare
Choose a tag to compare
@jchristopherson jchristopherson released this 28 Feb 18:41
· 11 commits to master since this release
500d73f

This release adds support for sparse matrices. Specifically, sparse matrices stored in compressed-sparse-row (CSR) form. As part of the release, the following additions were made.

  • Overloading matmul to accommodate sparse matrix multiplication
  • Overloading size to query the dimensional information of a sparse matrix
  • Overloading transpose to transpose a sparse matrix
  • Overloading operators to support interaction with sparse matrices
  • Addition of an LU factorization and solver routine for sparse matrices
  • Addition of a preconditioned GMRES solver for sparse matrices
  • Conversion routines for dense, diagonal, and banded matrices to sparse format
  • Conversion routines from sparse format to dense format
  • Overload assignment operator to perform conversions between sparse to dense and dense to sparse formats in a comfortable manner