original_docstring:  Verifies and stores 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
              
              - **margin** - Margin to be used in pairwise loss computation(default:1)
          
docstring: Verifies and stores 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
  
  margin** - Margin to be used in pairwise loss computation(default:1)
docstring_tokens: Verifies and stores 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 margin ** - Margin to be used in pairwise loss computation ( default : 1 )
code: def _init_hyperparams(self, hyperparam_dict):
          """ Verifies and stores 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
              
              - **margin** - Margin to be used in pairwise loss computation(default:1)
          """
          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: Verifies and stores the hyperparameters needed by the algorithm.
short_docstring_tokens: Verifies and stores the hyperparameters needed by the algorithm .
comment: """ Verifies and stores 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
              
              - **margin** - Margin to be used in pairwise loss computation(default:1)
          """