https://github.com/jfowkes/bcgn
Block-coordinate Gauss-Newton
https://github.com/jfowkes/bcgn
coordinate-descent gauss-newton
Last synced: 2 months ago
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Block-coordinate Gauss-Newton
- Host: GitHub
- URL: https://github.com/jfowkes/bcgn
- Owner: jfowkes
- License: gpl-3.0
- Created: 2016-09-15T10:43:02.000Z (over 8 years ago)
- Default Branch: master
- Last Pushed: 2023-11-29T15:33:54.000Z (over 1 year ago)
- Last Synced: 2025-01-31T09:32:51.292Z (4 months ago)
- Topics: coordinate-descent, gauss-newton
- Language: Python
- Homepage:
- Size: 232 KB
- Stars: 2
- Watchers: 1
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.rst
- License: LICENSE
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README
=============================================
BCGN: Block-Coordinate Gauss-Newton |License|
=============================================
BCGN is a collection of python codes for sketched Gauss-Newton in either the variable or the observation dimension.
Requirements
------------
BCGN requires the following software to be installed:
* Python 2.7 or Python 3 (http://www.python.org/)
Additionally, the following python packages should be installed:
* NumPy 1.11 or higher (http://www.numpy.org/)
* SciPy 0.18 or higher (http://www.scipy.org/)
* PyCUTEst 1.0 or higher (http://jfowkes.github.io/pycutest/)
Installation
------------
Please clone the repository and run the desired codes with Python. 'BCGN.py' and 'RSGN.py' are the main driver files.
Bugs
----
Please report any bugs using GitHub's issue tracker.
License
-------
This algorithm is released under the GNU GPL license.
.. |License| image:: https://img.shields.io/badge/License-GPL%20v3-blue.svg
:target: https://www.gnu.org/licenses/gpl-3.0
:alt: GNU GPL v3 License