private static void SuDeserializer(ModelSaver data, NeVeModel model)
{
model.MainVectors = data.MainVectorString.Select(x => Vector <double> .Build.Dense(Array.ConvertAll(x.Split(','), double.Parse))).ToList();
model.ContextVectors = data.ContextVectorString.Select(x => Vector <double> .Build.Dense(Array.ConvertAll(x.Split(','), double.Parse))).ToList();
var index = 0;
model.Word2Index = data.Indexer.Split(',').ToDictionary(x => x, x => index++);
}
public static ModelSaver PreSerializer(NeVeModel model)
{
var mainVectorString = model.MainVectors.Select(x => string.Join(",", x.Select(y => y.ToString("R")))).ToList();
var contextVectorString = model.ContextVectors.Select(x => string.Join(",", x.Select(y => y.ToString("R")))).ToList();
var words = string.Join(",", model.Word2Index.OrderBy(x => x.Value).Select(x => x.Key));
return(new ModelSaver
{
Indexer = words,
MainVectorString = mainVectorString,
ContextVectorString = contextVectorString
});
}
