make_denoising: Add denoising behavior to any autoencoder

In ruta: Implementation of Unsupervised Neural Architectures

Add denoising behavior to any autoencoder

Description

Converts an autoencoder into a denoising one by adding a filter for the input data

Usage

make_denoising(learner, noise_type = "zeros", ...)

Arguments

learner	The "ruta_autoencoder" object
noise_type	Type of data corruption which will be used to train the autoencoder, as a character string. See \link{autoencoder_denoising} for details
...	Extra parameters to customize the noisy filter. See \link{autoencoder_denoising} for details

Value

An autoencoder object which contains the noisy filter

See Also

\link{autoencoder_denoising}

ruta documentation built on Jan. 9, 2023, 1:20 a.m.