Update `_check_fit_params` to `_check_method_params` to allow updated scikit-learn versions
I'm unable to update past scikit-learn 1.3.0 because of deprecated imports. Would it be possible to do a try and except?
For example:
try:
from sklearn.utils.validation import _check_method_params
except ImportError:
from sklearn.utils.validation import _check_fit_params as _check_method_params
Here's the error:
ImportError Traceback (most recent call last)
Cell In[1], line 10
7 # from sklearn.metrics.pairwise import pairwise_kernels
8 from sklearn.model_selection import train_test_split
---> 10 from datafold.pcfold.distance import BruteForceDist
11 from datafold.pcfold import PCManifoldKernel
12 from datafold.dynfold import DiffusionMaps
File ~/miniconda3/envs/test_env/lib/python3.10/site-packages/datafold/__init__.py:10
1 #!/usr/bin/env python3
2
3 # by importing all objects from the three layers (with from X import *) this allows to access
(...)
6 # import datafold
7 # datafold.DiffusionMaps()
9 from datafold._version import Version
---> 10 from datafold.appfold.edmd import * # noqa F403
11 from datafold.dynfold import * # noqa F403
12 from datafold.pcfold import * # noqa F403
File ~/miniconda3/envs/test_env/lib/python3.10/site-packages/datafold/appfold/__init__.py:27
1 """The highest level of *datafold* accommodates models that capture complex processing
2 pipelines. Essentially, the models are "meta-models" because they provide a single point
3 of access to multiple sub-models captured in the class. The models at this layer are
(...)
24 parameters from all sub-models and includes data-splitting schemes of time series data.
25 """
---> 27 from datafold.appfold.edmd import EDMD, EDMDCV
File ~/miniconda3/envs/test_env/lib/python3.10/site-packages/datafold/appfold/edmd.py:76
74 from sklearn.pipeline import Pipeline
75 from sklearn.utils import _print_elapsed_time, check_scalar
---> 76 from sklearn.utils.validation import _check_fit_params, check_is_fitted, indexable
78 from datafold._decorators import warn_experimental_class
79 from datafold.dynfold import DMDBase, DMDStandard
ImportError: cannot import name '_check_fit_params' from 'sklearn.utils.validation' (/Users/jolespin/miniconda3/envs/test_env/lib/python3.10/site-packages/sklearn/utils/validation.py)
Here's a relevant issue: https://github.com/scikit-learn/scikit-learn/discussions/27942