Matrix-factorization using SGD on GPU

Large scale matrix factorization on GPU. Instructions to run:

import MF

mf = MF(size_of_square_matrix, dim_of_factors, regularization_coef, learning_rate)

mf.mat_fact(num_iters)

W, H = mf.get_factors()

Requirements:

Theano
Numpy