46 lines
1 KiB
C#
46 lines
1 KiB
C#
using Bigtree.Algorithm.Matrix;
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using System;
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using System.Collections.Generic;
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using System.Text;
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namespace BotSharp.NLP.Featuring
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{
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public interface IFeatureExtractor
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{
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/// <summary>
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/// Feature dimension size
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/// </summary>
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int Dimension { get; set; }
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/// <summary>
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/// The whole corpus
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/// </summary>
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List<Sentence> Sentences { get; set; }
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/// <summary>
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/// Feature names
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/// </summary>
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List<String> Features { get; set; }
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/// <summary>
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/// All words and frequency
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/// </summary>
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List<Tuple<String, int>> Dictionary { get; set; }
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/// <summary>
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/// Vectorize sentence
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/// </summary>
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void Vectorize(List<string> features);
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/// <summary>
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/// Array shape
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/// </summary>
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Shape Shape { get; set; }
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/// <summary>
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/// Pre-trained model file path
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/// </summary>
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string ModelFile { get; set; }
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}
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}
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