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Training application for performing Kernel/Principle Components Analysis

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Components-Analysis

Training application for performing Kernel/Principle Components Analysis.

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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, AForge.NET :: Framework frameworks to implement it, so I give their developers much credit.

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Training application for performing Kernel/Principle Components Analysis

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