sklearn-som
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rileypsmith
A simple, rectangular self-organizing map with methods similar to clustering methods in Scikit Learn.
Added extra distance methods, although I recommend thoroughly checking the maths if you want to merge. This does also add another dependency.
Is there a way to implement distances other than euclidian? Spectralangle for example? I have neither the maths nor the python to do it and set up a PR, I...
This code doesn't follow sklearn APIs and conventions closely enough to use in things like pipelines etc.
In the readme, you have https://github.com/rileypsmith/sklearn-som/blob/29bab2b469086f96749fcdc09951e5da22de872b/README.md?plain=1#L19 while in example/example.py, you have https://github.com/rileypsmith/sklearn-som/blob/29bab2b469086f96749fcdc09951e5da22de872b/example/example.py#L19
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A simple, rectangular self-organizing map with methods similar to clustering methods in Scikit Learn.