code: def __init__(self, nIn, nHidden, nOut):
      super().__init__()
  
      self.rnn = nn.LSTM(nIn, nHidden, bidirectional=True)
      self.embedding = nn.Linear(nHidden * 2, nOut)
  
imports: import torch.nn
label_desc: Use image node_id 1 to create a new BidirectionalLSTM object from inherited base classes: nn with example: obj = BidirectionalLSTM(nIn, nHidden, nOut)