https://github.com/webyneter/components-analysis

Training application for performing Kernel/Principle Components Analysis
https://github.com/webyneter/components-analysis

components-analysis kpca-analysis pca-analysis principle-component-analysis

Last synced: about 1 month ago
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Training application for performing Kernel/Principle Components Analysis

• Host: GitHub
• URL: https://github.com/webyneter/components-analysis
• Owner: webyneter
• License: mit
• Created: 2015-11-02T20:55:08.000Z (over 10 years ago)
• Default Branch: master
• Last Pushed: 2016-10-25T17:08:34.000Z (over 9 years ago)
• Last Synced: 2025-03-22T09:44:37.182Z (about 1 year ago)
• Topics: components-analysis, kpca-analysis, pca-analysis, principle-component-analysis
• Language: C#
• Homepage:
• Size: 372 KB
• Stars: 0
• Watchers: 0
• Forks: 0
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Components-Analysis

Training application for performing Kernel/Principle Components Analysis.

![General application view]([screenshots]/general.jpg "General application view")

Goals:

- Introduce working project lifecycle support (project creation, saving, opening, etc.)

- Implement system/user settings UI-based control support.

- Introduce English/Russian localization.

The components analysis itself had almost nothing to do with the primary objective I pursued: Improving programming and WinForms UI adjusting skills. Since K/PCA functionality was considered somewhat placeholding, I made extensive use of amazing [Accord.NET Machine Learning Framework](http://accord-framework.net/), [AForge.NET :: Framework](www.aforgenet.com/framework/) frameworks to implement it, so I give their developers much credit.