public Saveable(AverageEmbedding c)
{
CorpusSize = c.CorpusSize;
CorpusAppearances = new Dictionary <string, int>(c.CorpusAppearances);
W1 = c.W1.ToColumnArrays();
B1 = c.B1.ToArray();
W2 = c.W2.ToColumnArrays();
B2 = c.B2.ToArray();
}
public AverageEmbedding ToClassifier()
{
var c = new AverageEmbedding();
c.CorpusSize = CorpusSize;
c.CorpusAppearances = CorpusAppearances;
c.W1 = Matrices.DenseOfColumnArrays(W1);
c.B1 = Vectors.DenseOfArray(B1);
c.W2 = Matrices.DenseOfColumnArrays(W2);
c.B2 = Vectors.DenseOfArray(B2);
return(c);
}
public Classifier()
{
Left = AverageEmbedding.Load("classifier.left.db");
Right = AverageEmbedding.Load("classifier.right.db");
Crawler = new Crawler();
}