Commit 2e0df36b authored by Vignesh's avatar Vignesh
Browse files

Removed the custom-predict method

parent db43fe5c
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+0 −31
Original line number Diff line number Diff line
@@ -194,34 +194,3 @@ class HAGCN(TensorGraph):
        feed_dict[self.X] = atom_features

        yield feed_dict

  # def predict(self, dataset, transformers=[], outputs=None):
  #   """
  #   Uses self to make predictions on provided Dataset object.
  #
  #   Parameters
  #   ----------
  #   dataset: dc.data.Dataset
  #     Dataset to make prediction on
  #   transformers: list
  #     List of dc.trans.Transformers.
  #   outputs: object
  #     If outputs is None, then will assume outputs=self.default_outputs. If outputs is
  #     a Layer/Tensor, then will evaluate and return as a single ndarray. If
  #     outputs is a list of Layers/Tensors, will return a list of ndarrays.
  #
  #   Returns
  #   -------
  #   results: numpy ndarray or list of numpy ndarrays
  #   """
  #   generator = self.default_generator(dataset, predict=True, pad_batches=True)
  #   preds = self.predict_on_generator(generator, transformers, outputs)
  #   if len(dataset.y) % self.batch_size == 0:
  #     return preds
  #   else:
  #     after_pad = (len(dataset.y) // self.batch_size + 1) * self.batch_size
  #     closest = (len(dataset.y) // self.batch_size) * self.batch_size
  #     remainder = len(dataset.y) % self.batch_size
  #     num_added = after_pad - remainder - closest
  #     preds = preds[:-num_added]
  #     return preds