class_docstr: ISONet, a modified ResNet model.
class_docstr_tok: ["ISONet",",","a","modified","ResNet","model","."]
code: def __init__(self, net_params):
      super(ISONet, self).__init__()
      # define network structures
      # self._construct()
      self._construct(net_params)
      # initialization
      self._network_init(net_params["use_dirac"])
  
imports: import numpy
  import torch
  import torch.nn
  import torch.nn.functional
label_desc: Use image node_id 1 to create a new ISONet object from inherited base classes: nn with example: obj = ISONet(net_params)