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CySparse

A fast sparse matrix library for Python/Cython.

Build Status

Only Python 2.7 is supported for now. We plan to support Python 3.3 later.

Dependencies

Python version

For the Python version:

If you intend to generate the documention:

To run the tests:

To run the performance tests:

[TODO]

Cython version

For the Cython version, include everything needed for Python and add:

Installation

Python version

  1. Clone repository (git clone https://github.com/PythonOptimizers/cysparse.git) or copy source code.
  2. Install Python dependencies.
  3. Copy cysparse_template.cfg to cysparse.cfg and adapt it to your needs.
  4. Invoke python setup.py install.

Cython version

[TODO]

Run tests

Invoke:

python run_tests.py

Try the -h switch to see what options are available. Note that you need to install the library to run the tests.

Run performance tests

[TODO]

Want to follow the implementation of CySparse?

See the Wiki for details!

Release history

  • Version 0.7.3 released on Apr 18, 2016

    Minor bugs fixes. Added tests for the find() method. Now at 14195 tests.

  • Version 0.7.2 released on Apr 15, 2016

    Conversion from CSC and CSR to LL with to_ll() added. Now at 14027 tests.

  • Version 0.7.1b released on Feb 17, 2016

    Added some tests for the operator proxies. Only for linear combinations of matrix-like objects. Now at 13859 tests.

  • Version 0.7.1 released on Feb 16, 2016

    Linear combinations of Matrices/matrix-like objects are now possible.

  • Version 0.7.0 released on Jan 20, 2016

    Introduction of Travis. create_conjugate_transpose() -> create_adjoint()

  • Version 0.6.0 released on Jan 19, 2016

    Changed matvec_htransp -> matvec_adj and matdot_htransp -> matdot_adj.

  • Version 0.5.0 released on Jan 09, 2016

    Introduction of Operator Proxies (SumOp, MulOp).

  • Version 0.4.0 released on Dec 30, 2015

    All PyXXX_Check() functions now in s_mat.

  • Version 0.3.0 released on Dec 27, 2015

    This is a major update. New documentation, split between users and developers. Pdf is now enabled. Completely new API. Thousands (10499) of unit tests added.

  • Version 0.2.2 released on Dec 14, 2015

    Clean up.

  • Version 0.2.0 released on Dec 14, 2015

    Use of cygenja, decoupling of linalg.

  • Version 0.1.5 released on July 18, 2015

    Added UMFPACK.

  • Version 0.1.4 released on July 9, 2015

    Skipped immediately to version 0.1.4 (versions 0.1.2 and 0.1.3 were incorporated in version 0.1.0).

    Better support for LLSparseMatrixViews.

  • Version 0.1.0 released on July 6, 2015

    First release with multiple types.

  • Version 0.0.1 released on April 23, 2015

cysparse's People

Contributors

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