Description
This issue is reserved for the Data Umbrella Africa & Middle East Sprint on October 23, 2021 as a good first issue. For non-sprint contributors, please wait till October 30, 2021 to work on this issue.
Follow up to #16945
- Make sure you have the development dependencies and documentation dependencies installed.
- Pick an from the list below and leave a comment saying you are going to work on it. This way we can keep track of what everyone is working on.
- Remove the estimator(s) from:
scikit-learn/sklearn/tests/test_common.py
Line 408 in d4d5f8c
- Run the test for checking for no validation, which should fail:
pytest sklearn/tests/test_common.py::test_estimators_do_not_raise_errors_in_init_or_set_params- Update the codebase so the above test passes.
- Open a Pull Request with an opening message
Addresses #21406. Note that each item should be submitted in a separate Pull Request. - Include the function name in the title of the pull request. For example: "ENH Removes validation in
__init__for _______".
- ColumnTransformer
- Pipeline, FeatureUnion FIX Removes validation in __init__ for Pipeline #21888
- FactorAnalysis FIX validate parameter in 'fit' for 'FactorAnalysis' #21713
- FastICA
- FeatureHasher FIX Remove validation in FeatureHasher's __init__ #21573
- GridSearchCV, HalvingGridSearchCV
- KernelDensity
- KernelPCA
- LabelBinarizer
- NuSVC, NuSVR, SVC, SVR, OneClassSVM
- RadiusNeighborsClassifier
- SGDOneClassSVM: tricky to get right (not a good first issue)
- TheilSenRegressor
- TweedieRegressor
Estimators on the same line should be fixed together since they share a parent class.