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GRUV is a Python project for algorithmic music generation.
This project forked from mattvitelli/gruv
GRUV is a Python project for algorithmic music generation.
Some tests are better than none!
The model creation functions defined in nn_utils.network_utils include an optional parameter num_recurrent_units=1
None of the calls to these functions from train.py and generate.py specify a value for this parameter, so by default there is only ever 1 hidden layer.
Add a parameter to config.nn_config for the number of hidden layers and then use the value of that parameter wherever the model is created.
Dropout between model layers is a regularization technique for reducing overfitting.
Allow two distinct dropout parameters dropout_W and dropout_U:
See Keras GRU and LSTM documentation.
Parameters to be specified in config.nn_config and used when creating the model.
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