from sklearn.neural_network import MLPClassifier

lowerCAmelCase__					=				[[0.0, 0.0], [1.0, 1.0], [1.0, 0.0], [0.0, 1.0]]
lowerCAmelCase__					=				[0, 1, 0, 0]


lowerCAmelCase__					=				MLPClassifier(
    solver='lbfgs', alpha=1e-5, hidden_layer_sizes=(5, 2), random_state=1
)

clf.fit(X, y)


lowerCAmelCase__					=				[[0.0, 0.0], [0.0, 1.0], [1.0, 1.0]]
lowerCAmelCase__					=				clf.predict(test)






def    __lowerCamelCase	(		lowerCAmelCase__			):
       return list(lowerCAmelCase__			)


if __name__ == "__main__":
    import doctest

    doctest.testmod()

from ..utils import DummyObject, requires_backends
class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						List[str]    ,					*lowercase__      :						Any    ,					**lowercase__      :						List[Any]):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						str    ,					*lowercase__      :						List[str]    ,					**lowercase__      :						List[str]):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						str    ,					*lowercase__      :						Dict    ,					**lowercase__      :						List[str]):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						Dict    ,					*lowercase__      :						int    ,					**lowercase__      :						Dict):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						Optional[Any]    ,					*lowercase__      :						Dict    ,					**lowercase__      :						List[str]):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						Any    ,					*lowercase__      :						int    ,					**lowercase__      :						str):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						str    ,					*lowercase__      :						Dict    ,					**lowercase__      :						int):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						List[str]    ,					*lowercase__      :						Dict    ,					**lowercase__      :						Dict):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						Any    ,					*lowercase__      :						Tuple    ,					**lowercase__      :						Dict):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						List[Any]    ,					*lowercase__      :						int    ,					**lowercase__      :						Tuple):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						int    ,					*lowercase__      :						Optional[Any]    ,					**lowercase__      :						Union[str, Any]):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						Tuple    ,					*lowercase__      :						Dict    ,					**lowercase__      :						Any):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						Tuple    ,					*lowercase__      :						Optional[Any]    ,					**lowercase__      :						Any):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						str    ,					*lowercase__      :						Union[str, Any]    ,					**lowercase__      :						Dict):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						int    ,					*lowercase__      :						Tuple    ,					**lowercase__      :						List[str]):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						Optional[Any]    ,					*lowercase__      :						List[Any]    ,					**lowercase__      :						Union[str, Any]):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						List[str]    ,					*lowercase__      :						List[Any]    ,					**lowercase__      :						Any):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						str    ,					*lowercase__      :						Optional[int]    ,					**lowercase__      :						Optional[Any]):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						str    ,					*lowercase__      :						Any    ,					**lowercase__      :						Tuple):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						int    ,					*lowercase__      :						Union[str, Any]    ,					**lowercase__      :						Tuple):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						str    ,					*lowercase__      :						List[str]    ,					**lowercase__      :						Tuple):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						Any    ,					*lowercase__      :						Dict    ,					**lowercase__      :						Tuple):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						str    ,					*lowercase__      :						Tuple    ,					**lowercase__      :						List[Any]):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						int    ,					*lowercase__      :						Dict    ,					**lowercase__      :						Dict):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						List[str]    ,					*lowercase__      :						List[Any]    ,					**lowercase__      :						Optional[Any]):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						List[str]    ,					*lowercase__      :						Any    ,					**lowercase__      :						List[str]):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						int    ,					*lowercase__      :						Union[str, Any]    ,					**lowercase__      :						Optional[Any]):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						Tuple    ,					*lowercase__      :						Any    ,					**lowercase__      :						Tuple):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						Dict    ,					*lowercase__      :						Optional[int]    ,					**lowercase__      :						Dict):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						List[Any]    ,					*lowercase__      :						str    ,					**lowercase__      :						List[str]):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						Optional[int]    ,					*lowercase__      :						Any    ,					**lowercase__      :						Union[str, Any]):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						Optional[int]    ,					*lowercase__      :						List[str]    ,					**lowercase__      :						Optional[Any]):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						Dict    ,					*lowercase__      :						List[Any]    ,					**lowercase__      :						Tuple):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						Any    ,					*lowercase__      :						Union[str, Any]    ,					**lowercase__      :						Optional[Any]):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						List[Any]    ,					*lowercase__      :						Tuple    ,					**lowercase__      :						Optional[int]):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						int    ,					*lowercase__      :						Any    ,					**lowercase__      :						str):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						Dict    ,					*lowercase__      :						Dict    ,					**lowercase__      :						List[str]):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						List[Any]    ,					*lowercase__      :						str    ,					**lowercase__      :						Optional[Any]):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						Optional[int]    ,					*lowercase__      :						str    ,					**lowercase__      :						List[Any]):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						List[str]    ,					*lowercase__      :						Any    ,					**lowercase__      :						Union[str, Any]):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						Optional[Any]    ,					*lowercase__      :						int    ,					**lowercase__      :						Tuple):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						List[Any]    ,					*lowercase__      :						Union[str, Any]    ,					**lowercase__      :						Optional[int]):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						List[str]    ,					*lowercase__      :						Optional[int]    ,					**lowercase__      :						Optional[int]):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						Union[str, Any]    ,					*lowercase__      :						Optional[int]    ,					**lowercase__      :						Optional[Any]):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						Optional[int]    ,					*lowercase__      :						Optional[int]    ,					**lowercase__      :						int):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						Any    ,					*lowercase__      :						Dict    ,					**lowercase__      :						Optional[Any]):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						Any    ,					*lowercase__      :						Tuple    ,					**lowercase__      :						List[str]):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						Union[str, Any]    ,					*lowercase__      :						Union[str, Any]    ,					**lowercase__      :						Tuple):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						Optional[Any]    ,					*lowercase__      :						Tuple    ,					**lowercase__      :						Optional[Any]):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						Union[str, Any]    ,					*lowercase__      :						Union[str, Any]    ,					**lowercase__      :						List[str]):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						Optional[int]    ,					*lowercase__      :						Optional[int]    ,					**lowercase__      :						str):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						Optional[int]    ,					*lowercase__      :						Any    ,					**lowercase__      :						Any):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						str    ,					*lowercase__      :						Dict    ,					**lowercase__      :						Optional[Any]):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						List[str]    ,					*lowercase__      :						str    ,					**lowercase__      :						Tuple):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						Any    ,					*lowercase__      :						Dict    ,					**lowercase__      :						Tuple):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						Tuple    ,					*lowercase__      :						Any    ,					**lowercase__      :						Dict):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						Union[str, Any]    ,					*lowercase__      :						Optional[int]    ,					**lowercase__      :						Optional[int]):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])






class        a_				(		metaclass=SCREAMING_SNAKE_CASE		):






 '''simple docstring'''






 UpperCAmelCase_							=      ['tokenizers']




 def __init__(    self      :						Dict    ,					*lowercase__      :						Optional[int]    ,					**lowercase__      :						str):







        '''simple docstring'''



        requires_backends(self    ,					['tokenizers'])
