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Loading_Frozen_RNN_Model.ipynb
README.md
lstm_generator_didaktik.py
rnn_weights.npy
rnn_weights_tf1.npy
simple_rnn.ipynb
simple_rnn_tf1.ipynb
zu05056_char_idx.pkl

README.md

Some notebooks on Recurrent Neural Networks (RNN)

  • simple_rnn_tf1.ipynb A RNN for a simple process. Feedforward in numpy, training in Keras or TensorFlow using the RNN library (works with tf1.0 and python 3.4).

  • simple_rnn.ipynb A RNN for a simple process. In addition to the above notebook it also contains code for training it in TensorFlow from scratch (does not work with tf > 0.12)

  • Loading_Frozen_RNN_Model.ipynb A notebook, which samples a char-rnn from a frozen network. The network has been trained using the script lstm_generator_didaktik.py

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