private void button2_Click(object sender, EventArgs e)
{
//Тест на нормальных данных
var docs = TextModeling.GenerateReadableDocuments();
var profile = TextModeling.Profile.Generate(docs, 2);
var result = TextModeling.PlsaEm(profile, maxSteps: 20);
var themas = result.ToModel().First().ThemaDistribution.Keys.ToList();
var total = themas.Select(t => t.WordsDistribution.OrderByDescending(pair => pair.Value)
.Take(5).Select(w => w.Key).ToList()).ToList();
}
private void button1_Click(object sender, EventArgs e)
{
// Генерация данных
var words = TextModeling.GenerateWords(50);
var themas = TextModeling.GenerateThemas(5, words);
var documents = TextModeling.GenerateDocuments(20, 40, 100, themas);
var profile = TextModeling.Profile.Generate(documents, 20);
var result = TextModeling.PlsaEm(profile, maxSteps: 100);
var totalThemas = result.ToModel().First().ThemaDistribution.Keys.ToList();
var total = totalThemas.Select(t => t.WordsDistribution.OrderByDescending(pair => pair.Value)
.Take(5).Select(w => w.Key).ToList()).ToList();
}