Merge branch 'master' of github.com:redpony/cdec

1 files changed, 38 insertions, 0 deletions

diff --git a/klm/lm/neural/wordvecs.hh b/klm/lm/neural/wordvecs.hh
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+++ b/klm/lm/neural/wordvecs.hh
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+#ifndef LM_NEURAL_WORDVECS_H
+#define LM_NEURAL_WORDVECS_H
+
+#include "util/scoped.hh"
+#include "lm/vocab.hh"
+
+#include <Eigen/Dense>
+
+namespace util { class FilePiece; }
+
+namespace lm {
+namespace neural {
+
+class WordVecs {
+  public:
+    // Columns of the matrix are word vectors.  The column index is the word.
+    typedef Eigen::Matrix<float, Eigen::Dynamic, Eigen::Dynamic, Eigen::ColMajor> Storage;
+
+    /* The file should begin with a line stating the number of word vectors and
+     * the length of the vectors.  Then it's followed by lines containing a
+     * word followed by floating-point values.
+     */
+    explicit WordVecs(util::FilePiece &in);
+
+    const Storage &Vectors() const { return vecs_; }
+
+    WordIndex Index(StringPiece str) const { return vocab_.Index(str); }
+
+  private:
+    util::scoped_malloc vocab_backing_;
+    ngram::ProbingVocabulary vocab_;
+
+    Storage vecs_;
+};
+
+}} // namespaces
+
+#endif // LM_NEURAL_WORDVECS_H