magnet.aggmodels.refiner.DRLRefiner
===================================

.. currentmodule:: magnet.aggmodels.refiner

.. autoclass:: DRLRefiner        
   :show-inheritance:

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

   
   .. rubric:: Methods

   .. autosummary::
   
      ~DRLRefiner.A2C_train
      ~DRLRefiner.compute_episode_length
      ~DRLRefiner.cut
      ~DRLRefiner.get_sample
      ~DRLRefiner.k_hop_graph_cut
      ~DRLRefiner.objective
      ~DRLRefiner.reward_function
      ~DRLRefiner.update_state
      ~DRLRefiner.volumes
   
   

   
   
   
   
   .. automethod:: DRLRefiner.A2C_train
   .. automethod:: DRLRefiner.compute_episode_length
   .. automethod:: DRLRefiner.cut
   .. automethod:: DRLRefiner.get_sample
   .. automethod:: DRLRefiner.k_hop_graph_cut
   .. automethod:: DRLRefiner.objective
   .. automethod:: DRLRefiner.reward_function
   .. automethod:: DRLRefiner.update_state
   .. automethod:: DRLRefiner.volumes
   
   
   


   
   
   .. rubric:: Inherited Methods

   .. autosummary::
   
      ~DRLRefiner.__init__
      ~DRLRefiner.agglomerate
      ~DRLRefiner.agglomerate_dataset
      ~DRLRefiner.bisect
      ~DRLRefiner.bisection_Nref
      ~DRLRefiner.bisection_mult_factor
      ~DRLRefiner.bisection_segregated
      ~DRLRefiner.change_vert
      ~DRLRefiner.coarsen
      ~DRLRefiner.get_number_of_parameters
      ~DRLRefiner.load_model
      ~DRLRefiner.loss_function
      ~DRLRefiner.multilevel_bisection
      ~DRLRefiner.normalize
      ~DRLRefiner.save_model
      ~DRLRefiner.train_GNN