INNER CODE UNIT · Python

construct_feed_dict

deepchem/deepchem · contrib/tensorflow_models/__init__.py:418

  def construct_feed_dict(self, X_b, y_b=None, w_b=None, ids_b=None):
    """Transform a minibatch of data into a feed_dict.

    Raises:
      NotImplementedError: if not overridden by concrete subclass.
    """
    raise NotImplementedError('Must be overridden by concrete subclass')

  def add_label_placeholders(self, graph, name_scopes):
    """Add Placeholders for labels for each task.

    This method creates the following Placeholders for each task:
      labels_%d: Float label tensor. For classification tasks, this tensor will
        have shape batch_size x n_classes. For regression tasks, this tensor
        will have shape batch_size.

    Raises:
      NotImplementedError: if not overridden by concrete subclass.

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