make_denoising: Add denoising behavior to any autoencoder

In fdavidcl/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}⁠

fdavidcl/ruta documentation built on July 5, 2023, 6:32 p.m.