Recurrent Neural Networks

Shield:

These images were originally published in the book “Deep Learning with PyTorch Step-by-Step: A Beginner’s Guide”.

They are also available at the book’s official repository: https://github.com/dvgodoy/PyTorchStepByStep.

Index

• Back
• RNN
  • Journey of a Hidden State
  • Stacked RNN
  • Bidirectional RNN
• GRU
• LSTM
• Packed Sequences

** CLICK ON THE IMAGES FOR FULL SIZE **

RNN

Source: Chapter 8

Source: Chapter 8

Source: Chapter 8

Source: Chapter 8

Source: Chapter 8

Journey of a Hidden State

Source: Chapter 8

Stacked RNN

Source: Chapter 8

Bidirectional RNN

Source: Chapter 8

GRU

Source: Chapter 8

Source: Chapter 8

Source: Chapter 8

Source: Chapter 8

LSTM

Source: Chapter 8

Source: Chapter 8

Source: Chapter 8

Source: Chapter 8

Packing Sequences

Source: Chapter 8

Source: Chapter 8

This work is licensed under a Creative Commons Attribution 4.0 International License.