1ac89d52072da78fe54dfec450a05b8356c7ce8b,deepchem/trans/transformers.py,NormalizationFitTransformer,X_transform,#NormalizationFitTransformer#Any#,680

Before Change

    return (X-X_means)/X_stds   

  def X_transform(self, X):
    return self.normalize(X)

  def transform(self, dataset):
    raise NotImplementedError(
      "Cannot transform datasets with FitTransformer")

After Change

  def X_transform(self, X):
    batch_size = X.shape[0]
    X_t = []
    for i in range(batch_size):
      X_t.append(self.normalize(X[i]))
    X_t = np.array(X_t)
    return X_t

  def transform(self, dataset):
    raise NotImplementedError(

Instances