


def       lowercase_		(		_A			:    Optional[Any]    ,					_A			:    List[str]    ,					_A			:    List[Any]=False						):

      """simple docstring"""




      if isinstance(__lowerCAmelCase    ,					__lowerCAmelCase						) and isinstance(__lowerCAmelCase    ,					__lowerCAmelCase						):
            lowerCamelCase__		:				Dict    =  len(set_a.intersection(__lowerCAmelCase						)						)

            if alternative_union:
                  lowerCamelCase__		:				Dict    =  len(__lowerCAmelCase						) + len(__lowerCAmelCase						)
            else:
                  lowerCamelCase__		:				str    =  len(set_a.union(__lowerCAmelCase						)						)

            return intersection / union

      if isinstance(__lowerCAmelCase    ,					(list, tuple)						) and isinstance(__lowerCAmelCase    ,					(list, tuple)						):
            lowerCamelCase__		:				Tuple    =  [element for element in set_a if element in set_b]

            if alternative_union:
                  lowerCamelCase__		:				Optional[int]    =  len(__lowerCAmelCase						) + len(__lowerCAmelCase						)
                  return len(__lowerCAmelCase						) / union
            else:
                  lowerCamelCase__		:				Any    =  set_a + [element for element in set_b if element not in set_a]
                  return len(__lowerCAmelCase						) / len(__lowerCAmelCase						)

            return len(__lowerCAmelCase						) / len(__lowerCAmelCase						)
      return None


if __name__ == "__main__":
    A      :    Optional[int]		=					{"a", "b", "c", "d", "e"}
    A      :    List[Any]		=					{"c", "d", "e", "f", "h", "i"}
    print(jaccard_similarity(set_a, set_b))




from typing import TYPE_CHECKING

from ...utils import (
    OptionalDependencyNotAvailable,
    _LazyModule,
    is_flax_available,
    is_tf_available,
    is_torch_available,
)


SCREAMING_SNAKE_CASE__   :			List[Any]												=    {
    "configuration_resnet": ["RESNET_PRETRAINED_CONFIG_ARCHIVE_MAP", "ResNetConfig", "ResNetOnnxConfig"]
}

try:
					if not is_torch_available():
										raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
					pass
else:
					SCREAMING_SNAKE_CASE__   :			int												=    [
					    "RESNET_PRETRAINED_MODEL_ARCHIVE_LIST",
					    "ResNetForImageClassification",
					    "ResNetModel",
					    "ResNetPreTrainedModel",
					    "ResNetBackbone",
					]

try:
					if not is_tf_available():
										raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
					pass
else:
					SCREAMING_SNAKE_CASE__   :			List[Any]												=    [
					    "TF_RESNET_PRETRAINED_MODEL_ARCHIVE_LIST",
					    "TFResNetForImageClassification",
					    "TFResNetModel",
					    "TFResNetPreTrainedModel",
					]

try:
					if not is_flax_available():
										raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
					pass
else:
					SCREAMING_SNAKE_CASE__   :			Union[str, Any]												=    [
					    "FlaxResNetForImageClassification",
					    "FlaxResNetModel",
					    "FlaxResNetPreTrainedModel",
					]

if TYPE_CHECKING:
					from .configuration_resnet import RESNET_PRETRAINED_CONFIG_ARCHIVE_MAP, ResNetConfig, ResNetOnnxConfig

					try:
										if not is_torch_available():
															raise OptionalDependencyNotAvailable()
					except OptionalDependencyNotAvailable:
										pass
					else:
										from .modeling_resnet import (
										    RESNET_PRETRAINED_MODEL_ARCHIVE_LIST,
										    ResNetBackbone,
										    ResNetForImageClassification,
										    ResNetModel,
										    ResNetPreTrainedModel,
										)

					try:
										if not is_tf_available():
															raise OptionalDependencyNotAvailable()
					except OptionalDependencyNotAvailable:
										pass
					else:
										from .modeling_tf_resnet import (
										    TF_RESNET_PRETRAINED_MODEL_ARCHIVE_LIST,
										    TFResNetForImageClassification,
										    TFResNetModel,
										    TFResNetPreTrainedModel,
										)

					try:
										if not is_flax_available():
															raise OptionalDependencyNotAvailable()
					except OptionalDependencyNotAvailable:
										pass
					else:
										from .modeling_flax_resnet import FlaxResNetForImageClassification, FlaxResNetModel, FlaxResNetPreTrainedModel


else:
					import sys

					SCREAMING_SNAKE_CASE__   :			Any												=    _LazyModule(__name__, globals()["__file__"], _import_structure)



