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authorAvneesh Saluja <asaluja@gmail.com>2013-03-28 18:28:16 -0700
committerAvneesh Saluja <asaluja@gmail.com>2013-03-28 18:28:16 -0700
commit3d8d656fa7911524e0e6885647173474524e0784 (patch)
tree81b1ee2fcb67980376d03f0aa48e42e53abff222 /word-aligner/ttables.h
parentbe7f57fdd484e063775d7abf083b9fa4c403b610 (diff)
parent96fedabebafe7a38a6d5928be8fff767e411d705 (diff)
fixed conflicts
Diffstat (limited to 'word-aligner/ttables.h')
-rw-r--r--word-aligner/ttables.h101
1 files changed, 101 insertions, 0 deletions
diff --git a/word-aligner/ttables.h b/word-aligner/ttables.h
new file mode 100644
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--- /dev/null
+++ b/word-aligner/ttables.h
@@ -0,0 +1,101 @@
+#ifndef _TTABLES_H_
+#define _TTABLES_H_
+
+#include <iostream>
+#include <tr1/unordered_map>
+
+#include "sparse_vector.h"
+#include "m.h"
+#include "wordid.h"
+#include "tdict.h"
+
+class TTable {
+ public:
+ TTable() {}
+ typedef std::tr1::unordered_map<WordID, double> Word2Double;
+ typedef std::tr1::unordered_map<WordID, Word2Double> Word2Word2Double;
+ inline double prob(const int& e, const int& f) const {
+ const Word2Word2Double::const_iterator cit = ttable.find(e);
+ if (cit != ttable.end()) {
+ const Word2Double& cpd = cit->second;
+ const Word2Double::const_iterator it = cpd.find(f);
+ if (it == cpd.end()) return 1e-9;
+ return it->second;
+ } else {
+ return 1e-9;
+ }
+ }
+ inline void Increment(const int& e, const int& f) {
+ counts[e][f] += 1.0;
+ }
+ inline void Increment(const int& e, const int& f, double x) {
+ counts[e][f] += x;
+ }
+ void NormalizeVB(const double alpha) {
+ ttable.swap(counts);
+ for (Word2Word2Double::iterator cit = ttable.begin();
+ cit != ttable.end(); ++cit) {
+ double tot = 0;
+ Word2Double& cpd = cit->second;
+ for (Word2Double::iterator it = cpd.begin(); it != cpd.end(); ++it)
+ tot += it->second + alpha;
+ for (Word2Double::iterator it = cpd.begin(); it != cpd.end(); ++it)
+ it->second = exp(Md::digamma(it->second + alpha) - Md::digamma(tot));
+ }
+ counts.clear();
+ }
+ void Normalize() {
+ ttable.swap(counts);
+ for (Word2Word2Double::iterator cit = ttable.begin();
+ cit != ttable.end(); ++cit) {
+ double tot = 0;
+ Word2Double& cpd = cit->second;
+ for (Word2Double::iterator it = cpd.begin(); it != cpd.end(); ++it)
+ tot += it->second;
+ for (Word2Double::iterator it = cpd.begin(); it != cpd.end(); ++it)
+ it->second /= tot;
+ }
+ counts.clear();
+ }
+ // adds counts from another TTable - probabilities remain unchanged
+ TTable& operator+=(const TTable& rhs) {
+ for (Word2Word2Double::const_iterator it = rhs.counts.begin();
+ it != rhs.counts.end(); ++it) {
+ const Word2Double& cpd = it->second;
+ Word2Double& tgt = counts[it->first];
+ for (Word2Double::const_iterator j = cpd.begin(); j != cpd.end(); ++j) {
+ tgt[j->first] += j->second;
+ }
+ }
+ return *this;
+ }
+ void ShowTTable() const {
+ for (Word2Word2Double::const_iterator it = ttable.begin(); it != ttable.end(); ++it) {
+ const Word2Double& cpd = it->second;
+ for (Word2Double::const_iterator j = cpd.begin(); j != cpd.end(); ++j) {
+ std::cerr << "P(" << TD::Convert(j->first) << '|' << TD::Convert(it->first) << ") = " << j->second << std::endl;
+ }
+ }
+ }
+ void ShowCounts() const {
+ for (Word2Word2Double::const_iterator it = counts.begin(); it != counts.end(); ++it) {
+ const Word2Double& cpd = it->second;
+ for (Word2Double::const_iterator j = cpd.begin(); j != cpd.end(); ++j) {
+ std::cerr << "c(" << TD::Convert(j->first) << '|' << TD::Convert(it->first) << ") = " << j->second << std::endl;
+ }
+ }
+ }
+ void DeserializeProbsFromText(std::istream* in);
+ void SerializeCounts(std::string* out) const { SerializeHelper(out, counts); }
+ void DeserializeCounts(const std::string& in) { DeserializeHelper(in, &counts); }
+ void SerializeProbs(std::string* out) const { SerializeHelper(out, ttable); }
+ void DeserializeProbs(const std::string& in) { DeserializeHelper(in, &ttable); }
+ private:
+ static void SerializeHelper(std::string*, const Word2Word2Double& o);
+ static void DeserializeHelper(const std::string&, Word2Word2Double* o);
+ public:
+ Word2Word2Double ttable;
+ Word2Word2Double counts;
+};
+
+#endif