code: def __init__(
      self,
      root: str,
      transform: Optional[Callable] = None,
      pre_transform: Optional[Callable] = None,
      pre_filter: Optional[Callable] = None,
      force_reload: bool = False,
  ) -> None:
      super().__init__(
          root,
          transform,
          pre_transform,
          pre_filter,
          force_reload=force_reload,
      )
  
imports: from typing import Callable, List, Optional
  import torch
  from torch import Tensor
  from torch_geometric.data import Data, InMemoryDataset, download_url
  from torch_geometric.io import read_txt_array
label_desc: Use image node_id 1 to create a new EventDataset object from inherited base classes: InMemoryDataset with example: obj = EventDataset(root, transform, pre_transform, pre_filter, force_reload)