algorithms.qsom.som

This module defines Self-Organizing Maps, also known as Kohonen Maps. This is inspired by the MiniSom and the Sompy implementations. In particular, the training must be an online process in this version, because the input data is discovered as the Agent interacts with the Environment.

Sources: https://github.com/JustGlowing/minisom/blob/master/minisom.py https://github.com/ttlg/sompy/blob/master/sompy/sompy.py

members:

Functions

fast_norm(vector)

Classes

SOM(dimx, dimy, unit_len[, sigma, ...])