ameybarapatre / som

Multi Dimensional Map Self Organizing Maps (SOM) implementation in Tensorflow

SOM

Multi Dimensional Self-Organizing Map with Gaussian Neighbourhood function and linearly decreasing learning rate.

Great explanation of SOM at http://www.ai-junkie.com/ann/som/som1.html

Implementation foundations at https://codesachin.wordpress.com/

som's Issues

How to install SOM?

Hello, thank you for sharing this work

I tried installing SOM using:
pip install som

but I still have "No module named 'SOM'" problem

`SOM()` usage with `dim` other than 3

I am trying to implement self-organizing maps in python, ideally in tensorflow. Thanks for your efforts here!

When using SOM() with anything other than dim=3 doesn't seem to work. I even adjusted the inputs to be an array of shape (10, 2), but maybe I'm off here?

Any help you can offer is greatly appreciated. If you need to see code, please let me know. My hope is to eventually be able to apply SOM to an arbitrarily large feature space on a large number of observations/rows. Thanks!