composer.algorithms.mixup#

Modules

composer.algorithms.mixup.mixup

Core MixUp classes and functions.

Create new samples using convex combinations of pairs of samples.

This is done by taking a convex combination of x with a randomly permuted copy of x.

See the Method Card for more details.

Functions

mixup_batch

Create new samples using convex combinations of pairs of samples.

Classes

MixUp

MixUp trains the network on convex combinations of pairs of examples and targets rather than individual examples and targets.