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Clockwork RNN

This is a TensorFlow implementation of the Clockwork RNN proposed by Koutnik et al. (ICML, 2014). In addition to the model itself there is a small data generator for testing the prediction capability of the CW-RNN.

Dependencies

  • NumPy
  • TensorFlow (tested with v1.0)
  • Optionally MatplotLib and Pandas when using the data generator

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Clockwork RNN in TensorFlow

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