October 2017

Recurrent LSTM tutorial - unrolled RNN

Recurrent neural networks and LSTM tutorial in Python and TensorFlow

In the deep learning journey so far on this website, I’ve introduced dense neural networks and convolutional neural networks¬†(CNNs) which explain how to perform classification tasks on static images. ¬†We’ve seen good results, especially with CNN’s. However, what happens if we want to analyze dynamic data? What about videos, voice recognition or sequences of text?… Read More »Recurrent neural networks and LSTM tutorial in Python and TensorFlow