User Guide

This guide explains each family of methods available in CCA-Zoo, their mathematical basis, and when to use them.

Section	When to use
Linear Methods	Fast, interpretable, exact solutions for moderate-dimensional data
Nonparametric Methods	Nonlinear relationships via kernel functions
Deep Methods	Very high-dimensional data with complex structure (images, text)
Probabilistic CCA	Uncertainty quantification; Bayesian treatment
Datasets	Simulating and loading multiview datasets
Model Selection	Cross-validated hyperparameter search