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Add detector based on Kernel PCA

Merged Akira Tamamori requested to merge github/fork/tam17aki/dep_kpca into development

Hi,

This PR implements an outlier detector based on Kernel PCA.

Heiko Hoffmann, "Kernel PCA for novelty detection," Pattern Recognition, vol.40, no.3, pp. 863-874, 2007. https://www.sciencedirect.com/science/article/pii/S0031320306003414

Best regards, Akira

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