Recurrent Neural Networks (RNN)
Recurrent Neural Networks: building GRU cells VS LSTM cells in Pytorch

Recurrent Neural Networks: building GRU cells VS LSTM cells in Pytorch

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 Pytorch?
Sep 17, 2020 RNN
Recurrent neural networks: building a custom LSTM cell

Recurrent neural networks: building a custom LSTM cell

Are you interested to see how recurrent networks process sequences under the hood? That’s what this article is all about. We are going to inspect and build our own custom LSTM model. Moreover, we make some comparisons between recurrent and convolutional modules, to maximize our understanding.
Sep 10, 2020 RNN
Predict Bitcoin price with Long sort term memory Networks (LSTM)

Predict Bitcoin price with Long sort term memory Networks (LSTM)

How to use recurrent neural networks and LSTM to forecast cryptocurrencies price
Aug 25, 2018 RNN
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