πŸ” Some RNN implementations in Theano
Python
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.gitignore don't want to add gross stuff πŸ‘Ž Apr 15, 2016
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gru.py πŸ‘ added keras model Apr 12, 2016
lstm.py πŸ‘ added keras model Apr 12, 2016
optimizers.py
vanilla.py πŸ‘ added keras model Apr 12, 2016

README.md

theano-rnn

Language modeling stuff has been moved to a new repo (it didn't really match with this one anymore, and I wanted to get my commit rate up).

Some RNN implementations in Theano, along with various optimizers. In particular:

  • vanilla.py: Basic RNN implementation
  • gru.py: Gated recurrent unit
  • lstm.py: Long short term memory
  • optimizers.py: rmsprop, sgd, and momentum (including Nesterov momentum)

Each file has a framework for generating random data and fitting the RNN model to that data, so you can play around with it.