This project specifies the back-propogation alrorithm by hand using numpy. Its main class includes methods for training and prediction. test_nn.py contains tests that verify the models it generates are able to learn on arbitrary datasets and solve XOR. This code was originally written to fulfil an assignment at the University of Arizona.