Merge branch 'refactor/ruff' of github.com:eddiebergman/openml-python…

… into refactor/ruff

CONTRIBUTING.md

@@ -214,28 +214,32 @@ Before each commit, it will automatically run:
    but make sure to make adjustments if it does fail.
 
 If you want to run the pre-commit tests without doing a commit, run:
-  ```bash
-  $ pre-commit run --all-files
-  ```
+```bash
+$ make check
+```
+or on a system without make, like Windows:
+```bash
+$ pre-commit run --all-files
+```
 Make sure to do this at least once before your first commit to check your setup works.
 
 Executing a specific unit test can be done by specifying the module, test case, and test.
 To obtain a hierarchical list of all tests, run
 
-  ```bash
-  $  pytest --collect-only
-
-    <Module 'tests/test_datasets/test_dataset.py'>
-      <UnitTestCase 'OpenMLDatasetTest'>
-        <TestCaseFunction 'test_dataset_format_constructor'>
-        <TestCaseFunction 'test_get_data'>
-        <TestCaseFunction 'test_get_data_rowid_and_ignore_and_target'>
-        <TestCaseFunction 'test_get_data_with_ignore_attributes'>
-        <TestCaseFunction 'test_get_data_with_rowid'>
-        <TestCaseFunction 'test_get_data_with_target'>
-      <UnitTestCase 'OpenMLDatasetTestOnTestServer'>
-        <TestCaseFunction 'test_tagging'>
-   ```
+```bash
+$  pytest --collect-only
+
+ <Module 'tests/test_datasets/test_dataset.py'>
+   <UnitTestCase 'OpenMLDatasetTest'>
+     <TestCaseFunction 'test_dataset_format_constructor'>
+     <TestCaseFunction 'test_get_data'>
+     <TestCaseFunction 'test_get_data_rowid_and_ignore_and_target'>
+     <TestCaseFunction 'test_get_data_with_ignore_attributes'>
+     <TestCaseFunction 'test_get_data_with_rowid'>
+     <TestCaseFunction 'test_get_data_with_target'>
+   <UnitTestCase 'OpenMLDatasetTestOnTestServer'>
+     <TestCaseFunction 'test_tagging'>
+```
 
 You may then run a specific module, test case, or unit test respectively:
 ```bash