





from ..utils import DummyObject, requires_backends







class      lowerCamelCase(						metaclass=__snake_case	):
     '''simple docstring'''


     __magic_name__   =			['torch', 'torchsde']




     def __init__(    self				,     *snake_case_				,     **snake_case_							):
         requires_backends(self				,     ['torch', 'torchsde']							)




     @classmethod
     def        lowerCAmelCase__		(    cls				,     *snake_case_				,     **snake_case_							):
         requires_backends(cls				,     ['torch', 'torchsde']							)




     @classmethod
     def        lowerCAmelCase__		(    cls				,     *snake_case_				,     **snake_case_							):
         requires_backends(cls				,     ['torch', 'torchsde']							)












"""simple docstring"""




from numpy import exp, pi, sqrt






def  _SCREAMING_SNAKE_CASE						(      _lowercase		:       Tuple       ,			_lowercase		:       float = 0.0       ,			_lowercase		:       float = 1.0   )					->int:






	'''simple docstring'''






	return 1 / sqrt(2 * pi * sigma**2   ) * exp(-((x - mu) ** 2) / (2 * sigma**2)   )


if __name__ == "__main__":
		import doctest

		doctest.testmod()


