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lines changed Original file line number Diff line number Diff line change 1616import logging
1717import re
1818
19+ from collections .abc import Callable
1920from functools import partial
2021from typing import Literal
2122from typing import cast as type_cast
2728import xarray as xr
2829
2930from better_optimize .constants import minimize_method
31+ from numpy .typing import ArrayLike
3032from pymc .blocking import DictToArrayBijection
3133from pymc .model .transform .optimization import freeze_dims_and_data
3234from pymc .pytensorf import join_nonshared_inputs
3335from pymc .util import get_default_varnames
3436from pytensor .graph import vectorize_graph
3537from pytensor .tensor .type import Variable
3638from pytensor .tensor .variable import TensorVariable
37- from numpy .typing import ArrayLike
38- from collections .abc import Callable
3939
4040from pymc_extras .inference .laplace_approx .find_map import (
4141 _compute_inverse_hessian ,
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