original_docstring:  Initializes the hyperparameters needed by the algorithm.
          
          Parameters
          ----------
          hyperparam_dict : dictionary
              Consists of key value pairs. The Loss will check the keys to get the corresponding params
          
docstring: Initializes the hyperparameters needed by the algorithm.
  Parameters
  
  hyperparam_dict : dictionary
  Consists of key value pairs. The Loss will check the keys to get the corresponding params
docstring_tokens: Initializes the hyperparameters needed by the algorithm . Parameters hyperparam_dict : dictionary Consists of key value pairs . The Loss will check the keys to get the corresponding params
code: def _init_hyperparams(self, hyperparam_dict):
          """ Initializes the hyperparameters needed by the algorithm.
          
          Parameters
          ----------
          hyperparam_dict : dictionary
              Consists of key value pairs. The Loss will check the keys to get the corresponding params
          """
          return
code_tokens: def _init_hyperparams ( self , hyperparam_dict ) : return
short_docstring: Initializes the hyperparameters needed by the algorithm.
short_docstring_tokens: Initializes the hyperparameters needed by the algorithm .
comment: """ Initializes the hyperparameters needed by the algorithm.
          
          Parameters
          ----------
          hyperparam_dict : dictionary
              Consists of key value pairs. The Loss will check the keys to get the corresponding params
          """