test_expanded.py

"""
    Testing code for different neural network configurations.
    Adapted for Python 3.5.2
    Usage in shell:
        python3.5 test.py
    Network (network.py) parameters:
        2nd param is epochs count
        3rd param is batch size
        4th param is learning rate (eta)
    """

# ----------------------
# - read the input data:
import mnist_loader
from expnd_dataset.expand_mnist import expand_mnist
expand_mnist()
training_data, validation_data, test_data = mnist_loader.load_data_wrapper(filename = "mnist_expanded.pkl.gz")
training_data = list(training_data)
# ---------------------
# - network.py example:
import network

save_model = "mnist_expanded.json" 
net = network.Network([784, 30, 10])
net.SGD(training_data, 30, 10, 3.0, test_data=test_data)
net.save(save_model)
#net = network.load(save_model)