Gated Recurrent Units (GRUs)

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Tags: Recurrent Neural Networks, Long Short-Term Memory

Videos

Gated Recurrent Unit

  • A lesson on GRUs from Andrew Ng’s deep learning coursera specialization

Posts

Gated Recurrent Unit With Pytorch

  • Explanation of GRUs with illustrations and Pytorch code for guidance

Code Examples

GRU in Tensorflow

  • A simple example of using a GRU

Textbook Sections

GRUs | Deep Learning Chapter 10.10.2 (Page 407)

  • A section on LSTMS from the Goodfellow Deep Learning textbook


Gated Recurrent Units | Chapter 9.1

  • A section on LSTMs from the Deep Dive into Deep Learning textbook

APIs

Tensorflow:


Pytorch:

Tagged Pages: Long Short-Term Memory


Know a great resource on Gated Recurrent Units? Send it to us at contactbackprop@gmail.com!