original_docstring:  Initializes the hyperparameters needed by the algorithm.
          
          Parameters
          ----------
          hyperparam_dict : dict
             Consists of key value pairs. The Loss will check the keys to get the corresponding params.
              
             **margin** - Margin to be used in loss computation(default:1)
             
          Returns
          -------    
          
docstring: Initializes the hyperparameters needed by the algorithm.
  Parameters
  
  hyperparam_dict : dict
  Consists of key value pairs. The Loss will check the keys to get the corresponding params.
  
  margin** - Margin to be used in loss computation(default:1)
  
  Returns
docstring_tokens: Initializes the hyperparameters needed by the algorithm . Parameters hyperparam_dict : dict Consists of key value pairs . The Loss will check the keys to get the corresponding params . margin ** - Margin to be used in loss computation ( default : 1 ) Returns
code: def _init_hyperparams(self, hyperparam_dict):
          """ Initializes the hyperparameters needed by the algorithm.
          
          Parameters
          ----------
          hyperparam_dict : dict
             Consists of key value pairs. The Loss will check the keys to get the corresponding params.
              
             **margin** - Margin to be used in loss computation(default:1)
             
          Returns
          -------    
          """
          self._loss_parameters['margin'] = hyperparam_dict.get('margin', DEFAULT_MARGIN)
code_tokens: def _init_hyperparams ( self , hyperparam_dict ) : self . _loss_parameters [ 'margin' ] = hyperparam_dict . get ( 'margin' , DEFAULT_MARGIN )
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 : dict
             Consists of key value pairs. The Loss will check the keys to get the corresponding params.
              
             **margin** - Margin to be used in loss computation(default:1)
             
          Returns
          -------    
          """