model = LightFM(loss='warp',
                random_state=2016,
                learning_rate=0.90,
                no_components=150,
                user_alpha=0.000005)
model = model.fit(user_book_interaction_csr,
                  epochs=100,
                  num_threads=16, verbose=False)