Function parity

rnn_class/batch_parity.py:156–166

(B=12, learning_rate=1e-3, epochs=3000)

def parity(B=12, learning_rate=1e-3, epochs=3000):
    X, Y = all_parity_pairs_with_sequence_labels(B)

    rnn = SimpleRNN(4)
    rnn.fit(X, Y,
        batch_sz=10,
        learning_rate=learning_rate,
        epochs=epochs,
        activation=T.nnet.sigmoid,
        show_fig=False
    )


if __name__ == '__main__':