autoenc_conv_ed: Convolutional Autoencoder - Encode

In daltoolboxdp: Python-Based Extensions for Data Analytics Workflows

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

daltoolboxdp documentation built on June 29, 2025, 5:07 p.m.