daltoolbox (version 1.1.727)

cae2d_encode_decode: Convolutional 2d Autoencoder - Encode

Description

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

Usage

cae2d_encode_decode(
  input_size,
  encoding_size,
  batch_size = 32,
  num_epochs = 50,
  learning_rate = 0.001
)

Value

a cae2d_encode_decode object.

returns a cae2d_encode_decode object.

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

Examples

#See an example of using `cae2d_encode_decode` at this
#[link](https://github.com/cefet-rj-dal/daltoolbox/blob/main/transf/cae2d_enc_decode.ipynb)