Package src :: Package stats306b :: Package lecture4

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Package lecture4

KPCA example.

See the module kpca.

To run the demo:

from stats306b.lecture4.kpca_application import main k = main()

Submodules

src.stats306b.lecture4.data: Toy data example for kernel methods.
src.stats306b.lecture4.fit: Least-squares polynomial fitting
src.stats306b.lecture4.kernel: This module describes how to use the 'kernel' trick for nonparametric regression.
src.stats306b.lecture4.kpca
src.stats306b.lecture4.kpca_application: Kernel PCA example
src.stats306b.lecture4.pca: PCA analysis of ring data
src.stats306b.lecture4.plots