autoenc_variational_e {daltoolboxdp}R Documentation

Variational Autoencoder - Encode

Description

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

Usage

autoenc_variational_e(
  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

returns a autoenc_variational_e object.

Examples

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

[Package daltoolboxdp version 1.2.707 Index]