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 This repository contains a productionised version (including testing and benchmarking) of the Kohonen Self Organising Map model implemented in the problem specification. Please let me know if there are any issues running the code.
 
-The below image represents the final weights of a 1000*1000*3 Kohonen Network trained for 1000 iterations. It took 1 hour and 20 minutes to generate on my machine.
+The below image represents the final weights of a 1000x1000x3 Kohonen Network trained for 1000 iterations. It took 1 hour and 20 minutes to generate on my machine.
 
 ![example](documents/1000.png)