BotSharp/BotSharp.NLP/Models/SVM/IRangeTransform.cs

42 lines
1.5 KiB
C#

/*
* SVM.NET Library
* Copyright (C) 2008 Matthew Johnson
*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* This program is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with this program. If not, see <http://www.gnu.org/licenses/>.
*/
namespace SVM.BotSharp.MachineLearning
{
/// <summary>
/// Interface implemented by range transforms.
/// </summary>
public interface IRangeTransform
{
/// <summary>
/// Transform the input value using the transform stored for the provided index.
/// </summary>
/// <param name="input">Input value</param>
/// <param name="index">Index of the transform to use</param>
/// <returns>The transformed value</returns>
double Transform(double input, int index);
/// <summary>
/// Transforms the input array.
/// </summary>
/// <param name="input">The array to transform</param>
/// <returns>The transformed array</returns>
Node[] Transform(Node[] input);
}
}