#pybrain-examples

Includes three examples of Machine Learning done in PyBrain.

• nn_prediction - example of NN which has been trained on historical data from Premier League results, about 60.0 % of well predicted results in next seasons.
  • run python process_data.py
• nn_pygame_bird - simple arcade game controlled by trained NN.
  • run python train_nn.py in order to train NN
  • run python play_nn.py in order to check how NN deal with the generated map
• nn_pygame_pong - ping-pong game controlled by trained NN
  • run python run_py in order to check how NN trains/plays ping - pong
• nn_numbers_recognizer - simple NN which is trained to recognize handwritten numbers
  • python train_nn.py trains NN
  • python proces_data.py creates input image, slide windows over it and mark predicted answers