Artificial Neural Networks / Python
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README.rst
art1.py
elman.py
jordan.py
mlp.py
neural_gas.py
perceptron.py
som.py
voronoi.py

README.rst

Artificial Neural Networks

Here is a list of some standard neural networks written in python. They were made to be simple and useful for students. Each script is self-contained and is around a hundred of lines. Numpy is required for simulation and matplotlib for visualization.

  • Perceptron
  • Multi layer perceptron
  • Elman recurrent network
  • Jordan recurrent network
  • Hopfield (not yet done)
  • ART 1
  • Self organizing map
  • Neural gas
  • Growing neural gas (not yet done)
  • Voronoi (if you want to display the voronoi diagram).