rnn
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LSTM GRU with exact backpropagation derivation and implementation
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May 10, 2016 - Python
Char RNN Language Model based on Tensorflow
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May 25, 2016 - Python
Recurrent Neural Network and Long Short Term Memory (LSTM) with Connectionist Temporal Classification implemented in Theano. Includes a Toy training example.
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Jul 26, 2016 - Python
The project aimed to implement Deep NN / RNN based solution in order to develop flexible methods that are able to adaptively fillin, backfill, and predict time-series using a large number of heterogeneous training datasets.
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Aug 16, 2016 - Python
Multi-layer Recurrent Neural Networks (LSTM, GRU) for character-level and word-level language models in Python using Tensorflow
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Sep 9, 2016 - Python
Recurrent Neural Networks (RNN, GRU, LSTM) and their Bidirectional versions (BiRNN, BiGRU, BiLSTM) for word & character level language modelling in Theano
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Sep 16, 2016 - Python
Event level classifier for the hh-->yybb analysis using multi-stream RNNs
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Nov 8, 2016 - Python
Language Modeling with RNN in Tensorflow
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Jan 6, 2017 - Python
[Deprecated] Source Code Generation using Sequence Generative Adversarial Networks
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Jan 7, 2017 - Python
Handwriting generation by RNN with TensorFlow, based on "Generating Sequences With Recurrent Neural Networks" by Alex Graves
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Jan 17, 2017 - Python
:person_with_blond_hair: Make Donal Trump Speaks Again -- a stack LSTM RNN that speaks like Donal Trump by generating character one at a time
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Jan 19, 2017 - Python
Batched RNN + LSTM in Python and Numpy for Character Generation
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Jan 19, 2017 - Python
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