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api.py
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api.py
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from typing import Union
from bofire.data_models.kernels.aggregation import (
AdditiveKernel,
MultiplicativeKernel,
ScaleKernel,
)
from bofire.data_models.kernels.categorical import (
CategoricalKernel,
HammingDistanceKernel,
)
from bofire.data_models.kernels.continuous import (
ContinuousKernel,
LinearKernel,
MaternKernel,
PolynomialKernel,
RBFKernel,
)
from bofire.data_models.kernels.kernel import Kernel
from bofire.data_models.kernels.molecular import MolecularKernel, TanimotoKernel
AbstractKernel = Union[Kernel, CategoricalKernel, ContinuousKernel, MolecularKernel]
AnyContinuousKernel = Union[
MaternKernel,
LinearKernel,
PolynomialKernel,
RBFKernel,
]
AnyCategoricalKernel = HammingDistanceKernel
AnyMolecularKernel = TanimotoKernel
AnyKernel = Union[
AdditiveKernel,
MultiplicativeKernel,
ScaleKernel,
HammingDistanceKernel,
LinearKernel,
PolynomialKernel,
MaternKernel,
RBFKernel,
TanimotoKernel,
]