autoenc_lstm_ed {daltoolboxdp}R Documentation

LSTM Autoencoder - Decode

Description

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

Usage

autoenc_lstm_ed(
  input_size,
  encoding_size,
  batch_size = 32,
  num_epochs = 50,
  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

returns a autoenc_lstm_ed object.

Examples

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

[Package daltoolboxdp version 1.2.707 Index]