A Visual Guide to Recurrent Layers in Keras
Understand how to use Recurrent Layers like RNN, GRU and LSTM in Keras with diagrams.
Clarify what different arguments in the RNN API in Keras do
Illustrate with some example usecases
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I am a Machine Learning Engineer applying research to products. I explain machine learning concepts using diagrams, animations and intuition.
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Understanding LSTM Networks
A closer look at the inner workings of LSTM networks.
A reimplementation of the UniRep model in JAX.
Recurrent Neural Networks: building GRU cells VS LSTM cells
What are the advantages of RNN’s over transformers? When to use GRU’s over LSTM? What are the equations of GRU really mean? How to build a GRU cell in ...
Lecture 10 | Recurrent Neural Networks
Discuss the use of recurrent neural networks for modeling sequence data.
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