/// <summary>
/// If all params are set correctly, this model starts
/// Word2Vec model create
/// </summary>
/// <param name="sender"></param>
/// <param name="e"></param>
private void Button_buildModel_Click(object sender, EventArgs e)
{
string answer = CheckTheForm();
if (answer == "everything is OK")
{
textBox_Error.Text = "Vytvářím model. Pro velká data mi to chvíli trvá";
//textBox_fileName.Text = "";
string file = MergeAllFiles();
Word2Vec.TrainModel(file, VectorLength, MinCountWords, NumberOfIterations);
DeleteFile(file);
textBox_Error.Text = "Model " + Path.GetFileNameWithoutExtension(file) + " úspěšně vytvořen";
}
else
{
textBox_Error.Text = answer;
}
}
public static string Paraphrase(string input, string model, bool morphoDiTa)
{
string output = "";
string normalizeString = TransformTXTFile.TransformString(input);
string[] words = normalizeString.Split(' ');
List <string> rightWords = new List <string>();
// in this section I choose
foreach (string word in words)
{
if (word.Length > 3)
{
rightWords.Add(word);
}
}
Dictionary <string, string> replacedWords = Word2Vec.UseWord2Vec(model, rightWords.ToArray());
// window.clear();
if (morphoDiTa)
{
output = MorphoDiTa.UseMorphoDiTa(input, replacedWords);
}
else
{
StringBuilder sb = new StringBuilder();
foreach (string word in words)
{
if (replacedWords.ContainsKey(word))
{
string tempWord = replacedWords[word];
char c = TransformTXTFile.ContainsDangerousChar(tempWord);
if ((word.Length <= 1) || (c == 'n'))
{
sb.Append(replacedWords[word] + " ");
}
else
{
string[] tempWords = tempWord.Split(c);
if (tempWords[0].Length > tempWords[1].Length)
{
sb.Append(tempWords[0] + " ");
}
else
{
sb.Append(tempWords[1] + " ");
}
}
}
else
{
sb.Append(word + " ");
}
}
output = sb.ToString();
}
output = TransformTXTFile.TransformStringBack(output);
return(output);
}