开通博客赚积分
发布资源赚积分
分类

源码开发语言/平台
ndtw
文件大小： unknow
源码售价： 5 个金币 积分规则     积分充值
充值1元得10金币   
资源说明：Dynamic Time Warping (DTW) algorithm implementation for .NET C#
NDtw
====

Dynamic Time Warping (DTW) algorithm implementation for .NET C#

Features
====

* Single or multivariate
* Data preprocessing options (none, centering, normalization, standardization)
* Optional weights for variables
* Manhattan, Euclidean, SquaredEuclidean distance measures
* Optional boundary constraints (1, 1) and (m,n)
* Sakoe-Chiba band
* Ikatura paralelogram (custom slope constraint can be specified which results in such paralelogram)
* C# code written with performance in mind (fast data structures, local variables caching for loops etc.)
 
Three libraries:

* NDtw (algorithm)
* NDtw.Visualization.Wpf (visualization WPF user controls included: series and matrix)
* NDtw.Examples (WPF example application for demonstration purposes)

Usage:

* very simple: var cost = new Dtw(seriesA, seriesB).GetCost();
* or much more complex initialization of Dtw class with various features

Available on NuGet:
* [NDtw](https://nuget.org/packages/NDtw)
* [NDtw.Visualization.Wpf](https://nuget.org/packages/NDtw.Visualization.Wpf)

Screenshots
====

![DTW visualization](https://github.com/doblak/ndtw/raw/master/wiki/visualization-series.png)

![DTW visualization](https://github.com/doblak/ndtw/raw/master/wiki/visualization-matrix.png)

Thanks to
====

* http://oxyplot.codeplex.com/, a great charting library
* Sample data provider: 'Classification of individual consumption by purpose - 1998 (COICOP), source: Eurostat'
* everyone else for various code snippets (mentioned in code)

License
====
NDtw is released under the MIT license: www.opensource.org/licenses/MIT

部分文件列表（点击文件名可查看文件内容）
本源码包内暂不包含可直接显示的源代码文件，请下载源码包。