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Clojure Numerics, Part 1 - Use Matrices Efficiently
It's time to step back from theory and look a bit more into implementation details of all that matrix stuff. In this post, I give an overview of data structu...
clojure  matrix 
yesterday by ianweatherhogg
Dragan Djuric and his writings
blogs  clojure  numerical  math  matrix  bayes  cuda  gpu 
yesterday by ianweatherhogg
LAPACK — Linear Algebra PACKage
LAPACK is written in Fortran 90 and provides routines for solving systems of simultaneous linear equations, least-squares solutions of linear systems of equations, eigenvalue problems, and singular value problems. The associated matrix factorizations (LU, Cholesky, QR, SVD, Schur, generalized Schur) are also provided, as are related computations such as reordering of the Schur factorizations and estimating condition numbers. Dense and banded matrices are handled, but not general sparse matrices. In all areas, similar functionality is provided for real and complex matrices, in both single and double precision.
library  HPC  matrix 
5 days ago by lxp121
Magma Computational Algebra System
Magma is a large, well-supported software package designed for computations in algebra, number theory, algebraic geometry and algebraic combinatorics. It provides a mathematically rigorous environment for defining and working with structures such as groups, rings, fields, modules, algebras, schemes, curves, graphs, designs, codes and many others. Magma also supports a number of databases designed to aid computational research in those areas of mathematics which are algebraic in nature. The overview provides a summary of Magma's main features.
HPC  GPU  matrix  library 
5 days ago by lxp121
Eigen is a C++ template library for linear algebra: matrices, vectors, numerical solvers, and related algorithms.
HPC  library  matrix 
5 days ago by lxp121
Introduction To Finite Element Methods (ASEN 5007) Course Material
Appendix A Index. Linear Algebra: Vectors.
Appendix B Index. Linear Algebra: Matrices.
Appendix C Index. Linear Algebra: Matrix Calculus.
Appendix E Index. Linear Algebra: Eigenproblems.
6 days ago by hustwj
The Matrix Cookbook
[ ]
Kaare Brandt Petersen
Michael Syskind Pedersen
Version: November 15, 2012
6 days ago by hustwj
Matrix Differentiation
CS5240 Theoretical Foundations in Multimedia
Leow Wee Kheng
Department of Computer Science
School of Computing
National University of Singapore
6 days ago by hustwj
Notes on Matrix Calculus
Paul L. Fackler∗
North Carolina State University
September 27, 2005
6 days ago by hustwj

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