PLearn 0.1
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00001 // -*- C++ -*- 00002 00003 // LocalNeighborsDifferencesVMatrix.h 00004 // 00005 // Copyright (C) 2004 Martin Monperrus 00006 // 00007 // Redistribution and use in source and binary forms, with or without 00008 // modification, are permitted provided that the following conditions are met: 00009 // 00010 // 1. Redistributions of source code must retain the above copyright 00011 // notice, this list of conditions and the following disclaimer. 00012 // 00013 // 2. Redistributions in binary form must reproduce the above copyright 00014 // notice, this list of conditions and the following disclaimer in the 00015 // documentation and/or other materials provided with the distribution. 00016 // 00017 // 3. The name of the authors may not be used to endorse or promote 00018 // products derived from this software without specific prior written 00019 // permission. 00020 // 00021 // THIS SOFTWARE IS PROVIDED BY THE AUTHORS ``AS IS'' AND ANY EXPRESS OR 00022 // IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES 00023 // OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN 00024 // NO EVENT SHALL THE AUTHORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, 00025 // SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED 00026 // TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR 00027 // PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF 00028 // LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING 00029 // NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS 00030 // SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. 00031 // 00032 // This file is part of the PLearn library. For more information on the PLearn 00033 // library, go to the PLearn Web site at www.plearn.org 00034 00035 /* ******************************************************* 00036 * $Id: LocalNeighborsDifferencesVMatrix.h 5557 2006-05-10 20:36:58Z lamblin $ 00037 ******************************************************* */ 00038 00039 // Authors: Martin Monperrus & Yoshua Bengio 00040 00044 #ifndef LocalNeighborsDifferencesVMatrix_INC 00045 #define LocalNeighborsDifferencesVMatrix_INC 00046 00047 #include "SourceVMatrix.h" 00048 00049 namespace PLearn { 00050 using namespace std; 00051 00052 class LocalNeighborsDifferencesVMatrix: public SourceVMatrix 00053 { 00054 00055 private: 00056 00057 typedef SourceVMatrix inherited; 00058 00060 mutable Vec neighbor_row, ith_row, a_row, diff_k; 00061 00062 protected: 00063 // NON-OPTION FIELDS 00064 00065 TMat<int> neighbors; // length x n_neighbors matrix of nearest neighbor indices 00066 00067 // ********************* 00068 // * protected options * 00069 // ********************* 00070 00071 public: 00072 00073 // ************************ 00074 // * public build options * 00075 // ************************ 00076 00077 // ### declare public option fields (such as build options) here 00078 // ... 00079 int n_neighbors; 00080 bool concat_neighbors; 00081 bool append_indexes; 00082 bool append_neighbors; 00083 00084 // **************** 00085 // * Constructors * 00086 // **************** 00087 00088 // Default constructor, make sure the implementation in the .cc 00089 // initializes all fields to reasonable default values. 00090 LocalNeighborsDifferencesVMatrix(); 00091 00092 // ****************** 00093 // * Object methods * 00094 // ****************** 00095 00096 private: 00098 // (Please implement in .cc) 00099 void build_(); 00100 00101 protected: 00103 // (Please implement in .cc) 00104 static void declareOptions(OptionList& ol); 00105 00107 virtual void getNewRow(int i, const Vec& v) const; 00108 00109 public: 00110 // simply calls inherited::build() then build_() 00111 virtual void build(); 00112 00114 virtual void makeDeepCopyFromShallowCopy(CopiesMap& copies); 00115 00117 PLEARN_DECLARE_OBJECT(LocalNeighborsDifferencesVMatrix); 00118 00119 }; 00120 DECLARE_OBJECT_PTR(LocalNeighborsDifferencesVMatrix); 00121 00122 inline VMat local_neighbors_differences(VMat source, int n_neighbors, bool concat = false, bool append_indexes = false, bool append_neighbors=false) 00123 { 00124 LocalNeighborsDifferencesVMatrix* vmat = new LocalNeighborsDifferencesVMatrix(); 00125 vmat->concat_neighbors = concat; 00126 vmat->source=source; 00127 vmat->n_neighbors=n_neighbors; 00128 vmat->append_indexes = append_indexes; 00129 vmat->append_neighbors = append_neighbors; 00130 vmat->build(); 00131 return vmat; 00132 } 00133 00134 } // end of namespace PLearn 00135 #endif 00136 00137 00138 /* 00139 Local Variables: 00140 mode:c++ 00141 c-basic-offset:4 00142 c-file-style:"stroustrup" 00143 c-file-offsets:((innamespace . 0)(inline-open . 0)) 00144 indent-tabs-mode:nil 00145 fill-column:79 00146 End: 00147 */ 00148 // vim: filetype=cpp:expandtab:shiftwidth=4:tabstop=8:softtabstop=4:encoding=utf-8:textwidth=79 :