/usr/include/shogun/structure/libp3bm.h is in libshogun-dev 3.2.0-7.3build4.
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1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 | /*
* This program 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.
*
* libp3bm.h: Implementation of the Proximal Point P-BMRM solver for SO training
*
* Copyright (C) 2012 Michal Uricar, uricamic@cmp.felk.cvut.cz
*
* Implementation of the Proximal Point P-BMRM (3pbm)
*--------------------------------------------------------------------- */
#ifndef libp3bm_h
#define libp3bm_h
#include <shogun/lib/common.h>
#include <shogun/structure/libbmrm.h>
namespace shogun
{
/** Proximal Point P-BMRM (multiple cutting plane models) Solver for
* Structured Output Learning
*
* @param machine Pointer to the BMRM machine
* @param W Weight vector
* @param TolRel Relative tolerance
* @param TolAbs Absolute tolerance
* @param _lambda Regularization constant
* @param _BufSize Size of the CP buffer (i.e. maximal number of iterations)
* @param cleanICP Flag that enables/disables inactive cutting plane removal
* feature
* @param cleanAfter Number of iterations that should be cutting plane
* inactive for to be removed
* @param K Parameter K
* @param Tmax Parameter Tmax
* @param cp_models Count of cutting plane models to be used
* @param verbose Flag that enables/disables screen output
* @return Structure with BMRM algorithm result
*/
BmrmStatistics svm_p3bm_solver(
CDualLibQPBMSOSVM *machine,
float64_t *W,
float64_t TolRel,
float64_t TolAbs,
float64_t _lambda,
uint32_t _BufSize,
bool cleanICP,
uint32_t cleanAfter,
float64_t K,
uint32_t Tmax,
uint32_t cp_models,
bool verbose
);
}
#endif /* libp3bm_h */
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