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A generative model based in Recurrent Neural Networks for Music and sequences in general, see papers web page related in https://sebasgverde.github.io/rnn-cells-music-paper

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RNN Music Sequence Generator

A generative model based in Recurrent Neural Networks for Music and sequences in general

The base software architecture for this project was the char generator of Sherjil Ozair char-rnn-tensorflow which was also inspired from Andrej Karpathy's char-rnn.

Version 1.0

Requirements

  • appdirs==1.4.3
  • backports.weakref==1.0rc1
  • bleach==1.5.0
  • funcsigs==1.0.2
  • html5lib==0.9999999
  • Markdown==2.6.8
  • MIDIUtil==1.1.3
  • mock==2.0.0
  • msgpack-python==0.4.8
  • numpy==1.13.0
  • packaging==16.8
  • pandas==0.20.1
  • pbr==3.1.1
  • pkg-resources==0.0.0
  • protobuf==3.3.0
  • pyparsing==2.2.0
  • python-dateutil==2.6.0
  • python-midi==0.2.4
  • pytz==2017.2
  • scipy==0.19.0
  • six==1.10.0
  • tensorflow==1.2.1
  • Theano==0.9.0
  • theano-lstm==0.0.15
  • tqdm==4.14.0
  • Werkzeug==0.12.2

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A generative model based in Recurrent Neural Networks for Music and sequences in general, see papers web page related in https://sebasgverde.github.io/rnn-cells-music-paper

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