matrix-decomposition

This library allows to approximate Hermitian (dense and sparse) matrices by positive definite matrices. Furthermore it allows to decompose (factorize) positive definite matrices and solve associated systems of linear equations.


Keywords
approximation, Hermitian, dense, sparse, matrix, matrices, positive, definite, decompose, factorize, decomposition, factorization, linear, equation, equations, Cholesky, mathematics
License
Other
Install
pip install matrix-decomposition==1.2

Documentation

MATRIX-DECOMPOSITION

This is matrix-decomposition, a library to approximate Hermitian (dense and sparse) matrices by positive definite matrices. Furthermore it allows to decompose (factorize) positive definite matrices and solve associated systems of linear equations.

Release info

There are several ways to obtain and install this package.

Conda

Conda version Conda last updated Conda platforms Conda licence

To install this package with conda run:

conda install -c jore matrix-decomposition

https://anaconda.org/jore/matrix-decomposition

pip

PyPI version PyPI format PyPI licence

To install this package with pip run:

pip install 'matrix-decomposition'

https://pypi.python.org/pypi/matrix-decomposition

GitHub

GitHub last tag GitHub license

To clone this package with git run:

git clone https://github.com/jor-/matrix-decomposition.git

To install this package after that with python run:

cd matrix-decomposition; python setup.py install

https://github.com/jor-/matrix-decomposition

Zenodo

Zenodo doi 10.5281/zenodo.1295505

Documentation

Documentation Status

https://matrix-decomposition.readthedocs.io

Test status

Build Status Code Coverage

Copyright

Copyright (C) 2017-2019 Joscha Reimer jor@informatik.uni-kiel.de

This program is free software: you can redistribute it and/or modify it under the terms of the GNU Affero General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.

This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Affero General Public License for more details.

You should have received a copy of the GNU Affero General Public License along with this program. If not, see <http://www.gnu.org/licenses/>.