autoenc_encode_decode {daltoolbox}

Autoencoder - Encode

Description

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

Usage

autoenc_encode_decode(
  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_encode_decode object.

Examples

#See example at https://nbviewer.org/github/cefet-rj-dal/daltoolbox-examples