autoenc_conv_ed {daltoolboxdp}R Documentation

Convolutional Autoencoder - Encode

Description

Creates an deep learning convolutional autoencoder to encode a sequence of observations. It wraps the pytorch library.

Usage

autoenc_conv_ed(
  input_size,
  encoding_size,
  batch_size = 32,
  num_epochs = 1000,
  learning_rate = 0.001
)

Arguments

input_size

input size

encoding_size

encoding size

batch_size

size for batch learning

num_epochs

number of epochs for training

learning_rate

learning rate

Value

a autoenc_conv_ed object.

Examples

#See an example of using `autoenc_conv_ed` at this
#https://github.com/cefet-rj-dal/daltoolbox/blob/main/transf/autoenc_conv_ed.md

[Package daltoolboxdp version 1.2.707 Index]