New feature

1 files changed, 103 insertions, 0 deletions

diff --git a/experimental/bidirectional/src/hmm.h b/experimental/bidirectional/src/hmm.h
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+/*
+
+EGYPT Toolkit for Statistical Machine Translation
+Written by Yaser Al-Onaizan, Jan Curin, Michael Jahr, Kevin Knight, John Lafferty, Dan Melamed, David Purdy, Franz Och, Noah Smith, and David Yarowsky.
+
+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 2
+of the License, or (at your option) any later version.
+
+This program 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 this program; if not, write to the Free Software
+Foundation, Inc., 59 Temple Place - Suite 330, Boston, MA 02111-1307, 
+USA.
+
+*/
+#ifndef _hmm_h
+#define _hmm_h 1
+
+#include <assert.h>
+ 
+#include <iostream>
+#include <algorithm>
+#include <functional>
+#include <map>
+#include <set>
+#include "Vector.h"
+#include <utility>
+
+#if __GNUC__>2
+#include <ext/hash_map>
+using __gnu_cxx::hash_map;
+#else
+#include <hash_map>
+#endif
+#include <fstream>
+#include <math.h>
+#include <time.h>
+
+#include "TTables.h"
+#include "ATables.h" 
+#include "getSentence.h"
+#include "defs.h"
+#include "model2.h"
+#include "Perplexity.h"
+#include "vocab.h"
+#include "WordClasses.h"
+#include "HMMTables.h"
+#include "ForwardBackward.h"
+#include "ttableDiff.hpp"
+
+class hmm : public model2{
+public:
+    WordClasses& ewordclasses;
+    WordClasses& fwordclasses;
+public:    
+    HMMTables<int,WordClasses> counts,probs;
+public:
+    template<class MAPPER>
+    void makeWordClasses(const MAPPER&m1,const MAPPER&m2,string efile,string ffile){
+        ifstream estrm(efile.c_str()),fstrm(ffile.c_str());
+        if( !estrm ) {
+            cerr << "ERROR: can not read " << efile << endl;
+        }else
+            ewordclasses.read(estrm,m1,Elist);
+        if( !fstrm )
+            cerr << "ERROR: can not read " << ffile << endl;
+        else
+            fwordclasses.read(fstrm,m2,Flist);
+    }
+    hmm(model2&m2,WordClasses &e, WordClasses& f);
+    void initialize_table_uniformly(sentenceHandler&);
+    int em_with_tricks(int iterations, bool dumpCount = false, 
+	    const char* dumpCountName = NULL, bool useString = false,bool resume=false);
+    CTTableDiff<COUNT,PROB>* em_one_step(int it);
+   // void em_one_step_2(int it,int part);
+    void load_table(const char* aname);
+
+   // void em_loop(Perplexity& perp, sentenceHandler& sHandler1, bool dump_files, 
+     //            const char* alignfile, Perplexity&, bool test,bool doInit,int iter);
+   /* CTTableDiff<COUNT,PROB>* em_loop_1(Perplexity& perp, sentenceHandler& sHandler1, bool dump_files, 
+                 const char* alignfile, Perplexity&, bool test,bool doInit,int iter);*/
+   /* void em_loop_2(    Perplexity& perp, sentenceHandler& sHandler1, 
+		  bool dump_alignment, const char* alignfile, Perplexity& viterbi_perp, 
+	     bool test,bool doInit,int part);*/
+    void em_loop(Perplexity& perp, sentenceHandler& sHandler1, 
+                 bool dump_alignment, const char* alignfile, Perplexity& viterbi_perp, 
+                 bool test,bool doInit,int 
+                 );
+    void em_thread(int it,string alignfile,bool dump_files,bool resume=false);
+    HMMNetwork *makeHMMNetwork(const Vector<WordIndex>& es,const Vector<WordIndex>&fs,bool doInit)const;
+	void clearCountTable();
+    friend class model3;
+};
+//int multi_thread_em(int noIter, int noThread, hmm* base);
+
+
+#endif