- Source: 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.
Dense linear algebra
= General information
== 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
References
External links
scipy on GitHub
armadillo on GitHub
mathnet-numerics on GitHub
Kata Kunci Pencarian:
- Comparison of linear algebra libraries
- List of numerical libraries
- Algebra
- List of computer algebra systems
- System of linear equations
- INTLAB
- Outline of software
- Jblas: Linear Algebra for Java
- Automatically Tuned Linear Algebra Software
- List of optimization software
