gigl.src.common.models.pyg.GraphSAGE
================================================

.. currentmodule:: gigl.src.common.models.pyg.homogeneous

.. autoclass:: GraphSAGE
   :members:
   :show-inheritance:
   :special-members:
   :inherited-members:

   

      
         .. rubric:: Methods

         .. autosummary::
            :nosignatures:
            
               ~GraphSAGE.__init__
               ~GraphSAGE.add_module
               ~GraphSAGE.apply
               ~GraphSAGE.bfloat16
               ~GraphSAGE.buffers
               ~GraphSAGE.children
               ~GraphSAGE.compile
               ~GraphSAGE.cpu
               ~GraphSAGE.cuda
               ~GraphSAGE.double
               ~GraphSAGE.eval
               ~GraphSAGE.extra_repr
               ~GraphSAGE.float
               ~GraphSAGE.forward
               ~GraphSAGE.get_buffer
               ~GraphSAGE.get_extra_state
               ~GraphSAGE.get_parameter
               ~GraphSAGE.get_submodule
               ~GraphSAGE.half
               ~GraphSAGE.init_conv_layers
               ~GraphSAGE.ipu
               ~GraphSAGE.load_state_dict
               ~GraphSAGE.modules
               ~GraphSAGE.mtia
               ~GraphSAGE.named_buffers
               ~GraphSAGE.named_children
               ~GraphSAGE.named_modules
               ~GraphSAGE.named_parameters
               ~GraphSAGE.parameters
               ~GraphSAGE.register_backward_hook
               ~GraphSAGE.register_buffer
               ~GraphSAGE.register_forward_hook
               ~GraphSAGE.register_forward_pre_hook
               ~GraphSAGE.register_full_backward_hook
               ~GraphSAGE.register_full_backward_pre_hook
               ~GraphSAGE.register_load_state_dict_post_hook
               ~GraphSAGE.register_load_state_dict_pre_hook
               ~GraphSAGE.register_module
               ~GraphSAGE.register_parameter
               ~GraphSAGE.register_state_dict_post_hook
               ~GraphSAGE.register_state_dict_pre_hook
               ~GraphSAGE.requires_grad_
               ~GraphSAGE.set_extra_state
               ~GraphSAGE.set_submodule
               ~GraphSAGE.share_memory
               ~GraphSAGE.state_dict
               ~GraphSAGE.to
               ~GraphSAGE.to_empty
               ~GraphSAGE.train
               ~GraphSAGE.type
               ~GraphSAGE.xpu
               ~GraphSAGE.zero_grad