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2- A Reccurent Neural Network (LSTM) implementation example using TensorFlow library.
2+ A Recurrent Neural Network (LSTM) implementation example using TensorFlow library.
33This example is using the MNIST database of handwritten digits (http://yann.lecun.com/exdb/mnist/)
44Long Short Term Memory paper: http://deeplearning.cs.cmu.edu/pdfs/Hochreiter97_lstm.pdf
55
1818mnist = input_data .read_data_sets ("/tmp/data/" , one_hot = True )
1919
2020'''
21- To classify images using a reccurent neural network, we consider every image
21+ To classify images using a recurrent neural network, we consider every image
2222row as a sequence of pixels. Because MNIST image shape is 28*28px, we will then
2323handle 28 sequences of 28 steps for every sample.
2424'''
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