text: import random
  
  import numpy as np
  import torch
  
  
  def set_seed(seed: int) -> None:
      """
      Sets random seed across `random`, `numpy`, and `torch` for experiment 
      replicability.
  
      Parameters
      ----------
      seed: int
          seed number
      """
      np.random.seed(seed)
      random.seed(seed)
      torch.manual_seed(seed)
      torch.cuda.manual_seed(seed)
      torch.backends.cudnn.deterministic = True
      torch.backends.cudnn.benchmark = False
  