Function parity

rnn_class/srn_parity.py:105–109

(B=12, learning_rate=1e-4, epochs=200)

def parity(B=12, learning_rate=1e-4, epochs=200):
    X, Y = all_parity_pairs_with_sequence_labels(B)

    rnn = SimpleRNN(20)
    rnn.fit(X, Y, learning_rate=learning_rate, epochs=epochs, activation=T.nnet.relu, show_fig=False)


if __name__ == '__main__':