magnet.aggmodels.sageheterogeneous.GNNHeterogeneous
===================================================

.. currentmodule:: magnet.aggmodels.sageheterogeneous

.. autoclass:: GNNHeterogeneous        
   :show-inheritance:

   
   
   .. rubric:: Constructor
   .. automethod:: __init__

   
   .. rubric:: Methods

   .. autosummary::
   
      ~GNNHeterogeneous.get_sample
      ~GNNHeterogeneous.loss_function
      ~GNNHeterogeneous.normalize
   
   

   
   
   
   
   .. automethod:: GNNHeterogeneous.get_sample
   .. automethod:: GNNHeterogeneous.loss_function
   .. automethod:: GNNHeterogeneous.normalize
   
   
   


   
   
   .. rubric:: Inherited Methods

   .. autosummary::
   
      ~GNNHeterogeneous.__init__
      ~GNNHeterogeneous.agglomerate
      ~GNNHeterogeneous.agglomerate_dataset
      ~GNNHeterogeneous.bisect
      ~GNNHeterogeneous.bisection_Nref
      ~GNNHeterogeneous.bisection_mult_factor
      ~GNNHeterogeneous.bisection_segregated
      ~GNNHeterogeneous.coarsen
      ~GNNHeterogeneous.get_number_of_parameters
      ~GNNHeterogeneous.load_model
      ~GNNHeterogeneous.multilevel_bisection
      ~GNNHeterogeneous.save_model
      ~GNNHeterogeneous.train_GNN
   
   
   
   .. note::
      This class inherits from ``torch.nn.Module``. To see the full list of inherited members,
      please see the `Pytorch documentation <https://pytorch.org/docs/stable/generated/torch.nn.Module.html>`_.