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vqtrain.h
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1 
29 #ifndef VQTRAIN_H
30 #define VQTRAIN_H
31 
32 #include <itpp/base/vec.h>
33 #include <itpp/base/mat.h>
34 #include <itpp/base/array.h>
35 #include <itpp/itexports.h>
36 
37 namespace itpp
38 {
39 
41 ITPP_EXPORT double kmeansiter(Array<vec> &DB, mat &codebook);
43 ITPP_EXPORT mat kmeans(Array<vec> &DB, int SIZE, int NOITER = 9999, bool VERBOSE = true);
45 ITPP_EXPORT mat lbg(Array<vec> &DB, int SIZE, int NOITER = 9999, bool VERBOSE = true);
46 
66 ITPP_EXPORT mat vqtrain(Array<vec> &DB, int SIZE, int NOITER, double STARTSTEP = 0.2, bool VERBOSE = true);
67 
69 ITPP_EXPORT vec sqtrain(const vec &inDB, int SIZE);
70 
72 ITPP_EXPORT ivec bitalloc(const vec& variances, int nobits);
73 
74 } // namespace itpp
75 
76 #endif // #ifndef VQTRAIN_H
ITPP_EXPORT double kmeansiter(Array< vec > &DB, mat &codebook)
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Definition of Array class (container)
Matrix Class Definitions.
itpp namespace
Definition: itmex.h:36
ITPP_EXPORT vec sqtrain(const vec &inDB, int SIZE)
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ITPP_EXPORT mat kmeans(Array< vec > &DB, int SIZE, int NOITER=9999, bool VERBOSE=true)
ADD DOCUMENTATION HERE.
ITPP_EXPORT mat lbg(Array< vec > &DB, int SIZE, int NOITER=9999, bool VERBOSE=true)
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ITPP_EXPORT mat vqtrain(Array< vec > &DB, int SIZE, int NOITER, double STARTSTEP=0.2, bool VERBOSE=true)
Function for vector quantization training.
ITPP_EXPORT ivec bitalloc(const vec &variances, int nobits)
ADD DOCUMENTATION HERE.
Templated Vector Class Definitions.
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