crbm-drum-patterns

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This package is meant to be used for training a Conditional Restricted Boltzmann machine to generate drum patterns.

Example training and generation scripts are: crbm_train.py and crbm_gen.py

Requirements:

* CUDA
* CUDAMat
* python-midi 

Included:

* Gnumpy: http://www.cs.toronto.edu/~tijmen/gnumpy.html
* npmat: http://www.cs.toronto.edu/~ilya/npmat.py

Obtaining and Installing the above:

• CUDA can be downloaded from: https://developer.nvidia.com/cuda-downloads please note that a CUDA-capable Nvidia GPU is required

• CUDAMat checkout: hg clone https://code.google.com/p/cudamat/

  install: cd cudamat # for mac: add '-m 64' to nvcc lines in Makefile make export PYTHONPATH=$PYTHONPATH:pwd

  test: python test_cudamat.py

• python-midi git clone https://github.com/ebattenberg/python-midi.git cd python-midi python setup.py install