fastcan#

Fast canonical correlation analysis based search algorithm.

Classes

FastCan([n_features_to_select, ...])

Forward feature selector according to the sum of squared canonical correlation coefficients (SSC).

LazyFastCan([n_features_to_select, ...])

Lazy version of FastCan selector.

Functions

minibatch(X, y[, n_features_to_select, ...])

Feature selection using fastcan.FastCan with mini batches.

refine(selector[, drop, max_iter, verbose])

Two-stage refining for the results of fastcan.FastCan.