(self, budget)
function to sample a new configuration

		This function is called inside Hyperband to query a new configuration

		Parameters
		----------
		budget: float
			the budget for which this configuration is scheduled

		returns: (config, info_dict)
			must return a valid configuration and a (possibly empty) info dict
function to sample a new configuration
function to sample a new configuration
def get_config(self, budget):
		"""
		function to sample a new configuration

		This function is called inside Hyperband to query a new configuration

		Parameters
		----------
		budget: float
			the budget for which this configuration is scheduled

		returns: (config, info_dict)
			must return a valid configuration and a (possibly empty) info dict
		"""
		raise NotImplementedError('This function needs to be overwritten in %s.'%(self.__class__.__name__))
def get_config ( self , budget ) : raise NotImplementedError ( 'This function needs to be overwritten in %s.' % ( self . __class__ . __name__ ) )