Creates an deep learning adversarial autoencoder to encode a sequence of observations. It wraps the pytorch library.
autoenc_adv_e(
input_size,
encoding_size,
batch_size = 350,
num_epochs = 1000,
learning_rate = 0.001
)a autoenc_adv_e object.
#See an example of using autoenc_adv_e at this
#https://github.com/cefet-rj-dal/daltoolbox/blob/main/autoencoder/autoenc_adv_e.md
input size
encoding size
size for batch learning
number of epochs for training
learning rate