code: def get_hyperparameters(self):
          
          hyperparameters = {}
          for block_name, block in self.blocks.items():
              hyperparameters[block_name] = block.get_hyperparameters()
  
          return hyperparameters
docs: Get the current hyperparamters of each block.
  
          Returns:
              dict:
                  A dictionary containing the block names as keys and
                  the current block hyperparameters dictionary as values.