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Python Implementation and improvements to the HQSOM deep learning algorithm.

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python-hqsom

Python Implementation and improvements to the HQSOM deep learning algorithm.

Check out som.py, rsom.py, and hqsom_qudio.py for the basic library. There is also a genetic algorithm included to help you select network topologies, see audio_learning and letter_learning.py for examples.

Testing

Most of the testing is based on replicating results presented by J.W. Miller and P.H. Lommel in their paper: "Biomimetic sensory abstraction using hierarchical quilted self-organizing maps"

To test run:

python -m pytest tests

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