Comparison of linear algebra libraries

The following tables provide a comparison of linear algebra software libraries, either specialized or general purpose libraries with significant linear algebra coverage.

Matrix types and operations
Matrix types (special types like bidiagonal/tridiagonal are not listed):
 * Real – general (nonsymmetric) real
 * Complex – general (nonsymmetric) complex
 * SPD – symmetric positive definite (real)
 * HPD – Hermitian positive definite (complex)
 * SY – symmetric (real)
 * HE – Hermitian (complex)
 * BND – band

Operations:
 * TF – triangular factorizations (LU, Cholesky)
 * OF – orthogonal factorizations (QR, QL, generalized factorizations)
 * EVP – eigenvalue problems
 * SVD – singular value decomposition
 * GEVP – generalized EVP
 * GSVD – generalized SVD