Decomposition Module

Non-parametric dimensionality reduction methods.

Base class.

• Decomposition - Base class for decomposition methods

Decomposition methods.

• PrincipalComponentAnalysis - PCA
• DiffusionMap - Diffusion map
• LaplacianEigenmap - Laplacian eigenmap

Utilities.

• nystrom_extension - Nyström extension for out-of-sample embeddings