





'''simple docstring'''

def    _a    (							lowerCAmelCase_			,      lowerCAmelCase_			,      lowerCAmelCase_=False	):





      """simple docstring"""



      if isinstance(lowerCAmelCase_			,      lowerCAmelCase_	) and isinstance(lowerCAmelCase_			,      lowerCAmelCase_	):
            _snake_case		:	Union[str, Any]					     =     len(set_a.intersection(lowerCAmelCase_	)	)

            if alternative_union:
                  _snake_case		:	Optional[Any]					     =     len(lowerCAmelCase_	) + len(lowerCAmelCase_	)
            else:
                  _snake_case		:	List[str]					     =     len(set_a.union(lowerCAmelCase_	)	)

            return intersection / union

      if isinstance(lowerCAmelCase_			,      (list, tuple)	) and isinstance(lowerCAmelCase_			,      (list, tuple)	):
            _snake_case		:	Optional[int]					     =     [element for element in set_a if element in set_b]

            if alternative_union:
                  _snake_case		:	int					     =     len(lowerCAmelCase_	) + len(lowerCAmelCase_	)
                  return len(lowerCAmelCase_	) / union
            else:
                  _snake_case		:	List[str]					     =     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__":
   UpperCAmelCase					:		str		=							{'a', 'b', 'c', 'd', 'e'}
   UpperCAmelCase					:		Tuple		=							{'c', 'd', 'e', 'f', 'h', 'i'}
   print(jaccard_similarity(set_a, set_b))









'''simple docstring'''

# Copyright 2023 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from typing import TYPE_CHECKING

from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_torch_available


UpperCAmelCase					:		Dict		=							{'configuration_timm_backbone': ['TimmBackboneConfig']}


try:
   if not is_torch_available():
      raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
   pass
else:
   UpperCAmelCase					:		Union[str, Any]		=							['TimmBackbone']


if TYPE_CHECKING:
   from .configuration_timm_backbone import TimmBackboneConfig

   try:
      if not is_torch_available():
         raise OptionalDependencyNotAvailable()
   except OptionalDependencyNotAvailable:
      pass
   else:
      from .modeling_timm_backbone import TimmBackbone

else:
   import sys

   UpperCAmelCase					:		Dict		=							_LazyModule(__name__, globals()['__file__'], _import_structure, module_spec=__spec__)


