BCGN: Block-Coordinate Gauss-Newton

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:

Additionally, the following python packages should be installed:

Please clone the repository and run the desired codes with Python. 'BCGN.py' and 'RSGN.py' are the main driver files.

Please report any bugs using GitHub's issue tracker.

This algorithm is released under the GNU GPL license.

Name		Name	Last commit message	Last commit date
Latest commit History 121 Commits
Matlab Port		Matlab Port
old		old
problems		problems
trs		trs
.gitignore		.gitignore
BCGN.py		BCGN.py
BCGN_IND.py		BCGN_IND.py
LICENSE		LICENSE
MGH.py		MGH.py
RBCGN.py		RBCGN.py
RBCGN_IND.py		RBCGN_IND.py
README.rst		README.rst
RSGN.py		RSGN.py
SGN.py		SGN.py
get_problem_params.py		get_problem_params.py
get_scipy_min.py		get_scipy_min.py
get_test_set_info.py		get_test_set_info.py
plot.sh		plot.sh
plot_IND.py		plot_IND.py
plot_SGN.py		plot_SGN.py
plot_profiles.py		plot_profiles.py
plot_sparsity.py		plot_sparsity.py
requirements.txt		requirements.txt
run.sh		run.sh
sampling_funcs.py		sampling_funcs.py
test_sampling_funcs.py		test_sampling_funcs.py