Source

ITE / code / H_I_D / D_initialization.m

function [co] = D_initialization(cost_name,mult)
%Initialization of a divergence estimator.
%
%Note:
%   1)The estimator is treated as a cost object (co). 
%   2)Here, we make use of the naming convention: 'D<name>_initialization', to ease embedding new divergence estimation methods.
%
%INPUT:
%   mult: is a multiplicative constant relevant (needed) in the estimation; '=1' means yes, '=0' no.
%OUTPUT:
%   co: cost object (structure).
%
%Copyright (C) 2012 Zoltan Szabo ("http://nipg.inf.elte.hu/szzoli", "szzoli (at) cs (dot) elte (dot) hu")
%
%This file is part of the ITE (Information Theoretical Estimators) Matlab toolbox.
%
%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/>.

eval(['co=D',cost_name,'_initialization(mult)']); %example: co = DRenyi_kNN_k_initialization(mult);
    
disp('D initialization: ready.');