def create_training_setup(config,
input_dim=DEFAULT_INPUT_DIM,
output_dim=DEFAULT_OUTPUT_DIM):
# create setup from configuration
print_subtitle("creating setup")
hidden_width, num_layers, max_iterations, learn_rate, activation_fn = config
print "Configured!"
# make neural network
neural_network = NeuralNetwork.NeuralNetwork(input_dim, output_dim,
hidden_width, num_layers,
activation_fn)
print "Neural network initialized!"
# make a trainer
trainer = Trainer.Backpropagation(max_iterations=max_iterations,
learn_rate=learn_rate)
print "Trainer initialized!"
return neural_network, trainer
