Noise filters can be applied during training (in denoising autoencoders), for this a generator is used to get data batches.

# S3 method for ruta_filter
to_keras(x, data, batch_size, ...)

Arguments

x

Filter object

data

Matrix where the filter will be applied

batch_size

Size of the sample (for the training stage)

...

Additional parameters, currently unused