

"""simple docstring"""




from typing import TYPE_CHECKING

# rely on isort to merge the imports
from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_torch_available


SCREAMING_SNAKE_CASE_     :			Optional[int]	  =			{
    '''configuration_informer''': [
        '''INFORMER_PRETRAINED_CONFIG_ARCHIVE_MAP''',
        '''InformerConfig''',
    ],
}

try:
     if not is_torch_available():
          raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
     pass
else:
     SCREAMING_SNAKE_CASE_     :			Optional[int]	  =			[
         '''INFORMER_PRETRAINED_MODEL_ARCHIVE_LIST''',
         '''InformerForPrediction''',
         '''InformerModel''',
         '''InformerPreTrainedModel''',
     ]


if TYPE_CHECKING:
     from .configuration_informer import INFORMER_PRETRAINED_CONFIG_ARCHIVE_MAP, InformerConfig

     try:
          if not is_torch_available():
               raise OptionalDependencyNotAvailable()
     except OptionalDependencyNotAvailable:
          pass
     else:
          from .modeling_informer import (
              INFORMER_PRETRAINED_MODEL_ARCHIVE_LIST,
              InformerForPrediction,
              InformerModel,
              InformerPreTrainedModel,
          )

else:
     import sys

     SCREAMING_SNAKE_CASE_     :			int	  =			_LazyModule(__name__, globals()['''__file__'''], _import_structure, module_spec=__spec__)







"""simple docstring"""




import numpy as np



def 	UpperCAmelCase__   (				A__   )      ->      np.array:




   """simple docstring"""
   return 1 / (1 + np.exp(-vector   ))


if __name__ == "__main__":
     import doctest

     doctest.testmod()




