BotSharp/BotSharp.NLP/Models/TF-IDF/TFIDFGenerator.cs

31 lines
1.1 KiB
C#

using System;
using System.Collections.Generic;
using System.Text;
namespace BotSharp.NLP.Models.TF_IDF
{
/// <summary>
/// Copyright (c) 2018 Bo Peng
///
/// Permission is hereby granted, free of charge, to any person obtaining
/// a copy of this software and associated documentation files (the
/// "Software"), to deal in the Software without restriction, including
/// without limitation the rights to use, copy, modify, merge, publish,
/// distribute, sublicense, and/or sell copies of the Software, and to
/// permit persons to whom the Software is furnished to do so, subject to
/// the following conditions:
///
/// The above copyright notice and this permission notice shall be
/// included in all copies or substantial portions of the Software.
/// </summary>
public class TFIDFGenerator
{
public List<List<double>> TFIDFWeightVectorsForSentences(string[]documents)
{
List<List<double>> res = TFIDF.GetTFIDFWeightsVectors(documents, 0);
res = TFIDF.Normalize(res);
return res;
}
}
}