Function parity

rnn_class/tf_parity.py:125–135

(B=12, learning_rate=1., epochs=1000)

def parity(B=12, learning_rate=1., epochs=1000):
  X, Y = all_parity_pairs_with_sequence_labels(B)

  rnn = SimpleRNN(4)
  rnn.fit(X, Y,
    batch_sz=len(Y),
    learning_rate=learning_rate,
    epochs=epochs,
    activation=tf.nn.sigmoid,
    show_fig=False
  )


if __name__ == '__main__':