Self Organising Maps in pytorch
Project description
KSOM - Simple, but relatively efficient, pytorch-based self organising map
This is a simple implementation of self-organising map training in python, using pytorch for efficiency. Check test-img.py for a simple use case creating a square color map of an image. To use, try
pip install -r requirements.txt
and then
python test/test_img.py chica.jpg 6
This shoud show an updating 6x6 map of the colours in the chica.jpg image. Change the image or the size of the map by changing the corresponding parameters.
Another example is included in the test_cheese.py creating a map of cheeses based on various binary attributes.
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