0da37f9

committed
# Commits

# Comments (0)

# Files changed (5)

# CHANGELOG.txt

-Two Shannon entropy estimators based on the distance (KL divergence) from the uniform/Gaussian distributions: added; see 'HShannon_DShannon_U_initialization.m', 'HShannon_DShannon_U_estimation.m', 'HShannon_DShannon_N_initialization.m', 'HShannon_DShannon_N_estimation.m'.

-Shannon entropy estimator based on Voronoi regions: added; see 'HShannon_Voronoi_initialization.m', 'HShannon_Voronoi_estimation.m'.

# code/H_I_D/base_estimators/IGV_estimation.m

+% Zoltan Szabo and Andras Lorincz. Real and Complex Independent Subspace Analysis by Generalized Variance. ICA Research Network International Workshop (ICARN), pages 85-88, 2006.

+%Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")

+%ITE is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by

+%the Free Software Foundation, either version 3 of the License, or (at your option) any later version.

+%This software 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 General Public License for more details.

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

# code/H_I_D/base_estimators/IGV_initialization.m

% 2)We make use of the naming convention 'I<name>_initialization', to ease embedding new mutual information estimation methods.

-% 3)For GV, the corresponding 'IGV_estimation.m' procedure has not been implemented, since GV is used in case of cost_type = 'Ipairwise1d', where the similarity matrix can be computed more

# code/H_I_D/utilities/IGV_dependency_functions.m

+%Creates functions for measuring f-covariance / f-correlation for the generalized variance (GV) measure.

+% fs: cell array; Assumption: elements of fs can be applied by feval to a matrix (e.g.: functions operating coordinatewise).

# code/H_I_D/utilities/IGV_similarity_matrix.m

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

-% fs: cell array; Assumption: elements of fs can be applied by feval to a matrix (e.g.: functions operating coordinatewise).