Issue#22827 - Added global_random_seed to test functions #31317
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sklearn/ensemble/_hist_gradient_boosting/tests/test_binning.py instead of 42
sklearn/ensemble/_hist_gradient_boosting/tests/test_compare_lightgbm.py, however all tests for global_random_seed were skipped by the command : SKLEARN_TESTS_GLOBAL_RANDOM_SEED="all" pytest sklearn/ensemble/_hist_gradient_boosting/tests/test_compare_lightgbm.py -k test_some_function
sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py tests; all changed functions passed all tests, the functions, where adding global_random_seed couldn't pass the tests, were not changed
sklearn/ensemble/_hist_gradient_boosting/tests/test_grower.py, all changed functions passed all tests.
sklearn/ensemble/_hist_gradient_boosting/tests/test_histogram.py. all changed functions pass all tests.
sklearn/ensemble/_hist_gradient_boosting/tests/test_monotonic_constraints.py, all functions with global_random_seed pass all tests
sklearn/ensemble/_hist_gradient_boosting/tests/test_splitting.py, all changed functions pass all tests
test_split_interaction_constraints in sklearn/ensemble/_hist_gradient_boosting/tests/test_splitting.py, all tests passed
sklearn/ensemble/_hist_gradient_boosting/tests/test_warm_start.py, all tests passed for the changed function (test_random_seeds_warm_start)
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I picked up on the Issue#22827 and added global_random_seed to functions that use RandomState.
All my changes were in the sklearn/ensemble/_hist_gradient_boosting/tests/ directory/
Most of the functions were changed to add the global_random_seed, but some produced errors when changing so I kept them as they were.
All the tests passed after the changes and now the following python files are cleared from the issue :