autoenc_stacked_e: Stacked Autoencoder - Encode

In daltoolboxdp: Python-Based Extensions for Data Analytics Workflows

Stacked Autoencoder - Encode

Description

Creates an deep learning stacked autoencoder to encode a sequence of observations. The autoencoder layers are based on DAL Toolbox Vanilla Autoencoder It wraps the pytorch library.

Usage

autoenc_stacked_e(
  input_size,
  encoding_size,
  batch_size = 32,
  num_epochs = 1000,
  learning_rate = 0.001,
  k = 3
)

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
k	number of AE layers in the stack

Value

a autoenc_stacked_e_decode object. #See an example of using autoenc_stacked_e_decode at this #https://github.com/cefet-rj-dal/daltoolbox/blob/main/autoencoder/autoenc_stacked_e.md

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