Merge pull request #144 from joegomes/transform-state

class CoulombBinarizationTransformer(Transformer):

  def __init__(self, transform_X=False, transform_y=False, dataset=None,

               theta=1):

               theta=1, update_state=False):

    """Initialize binarization transformation."""

    super(CoulombBinarizationTransformer, self).__init__(transform_X=transform_X,

                                                         transform_y=transform_y,

                                                         dataset=dataset)

    self.theta = theta

    self.feature_max = np.zeros(dataset.get_data_shape()) 

    self.update_state = update_state

  def set_max(self, df):

    row = df.iloc[i]

    X_bin = []

    if i == 0: self.set_max(df)

    if self.update_state:

      self.set_max(df)

      self.update_state = False

    if self.transform_X:

      X = load_from_disk(row['X-transformed'])

      for i in range(X.shape[1]):