0bce72b226839156cd2d311fd1a1580e40d6dbb7,census/keras/trainer/model.py,,generator_input,#Any#Any#,134

Before Change

    label = pd.get_dummies(input_data.pop(LABEL_COLUMN))

    input_data = to_numeric_features(input_data)
    return ( (input_data.iloc[[index]], label.iloc[[index]]) for index in xrange(input_data.size) )

After Change

    input_data = to_numeric_features(input_data)
    n_rows = input_data.shape[0]
    return ( (input_data.iloc[[index % n_rows]], label.iloc[[index % n_rows]]) for index in itertools.count() )

Instances