scikit-learn/examples
Shadow_Lu 1a970e8b19
DOC refactor examples/ensemble/plot_forest_iris.py to use DecisionBoundaryDisplay (#34556)
2026-08-03 16:12:18 +00:00
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applications DOC Add successive halving in some examples (#34247) 2026-06-12 07:37:10 -04:00
bicluster FIX: fix wrongly used `plt.show()` in examples (#31524) 2025-06-12 10:32:13 +10:00
calibration MNT Fix typos found by typos (#33916) 2026-05-04 16:11:19 +02:00
callbacks DOC gallery example for callback support in custom estimators (#34064) 2026-07-10 18:06:24 +02:00
classification MNT Deprecate `multiclass_colors` in favour of `label_colors` in `DecisionBoundaryDisplay` (#34092) 2026-06-10 14:19:57 +10:00
cluster DOC Refactor plot_kmeans_digits.py to use DecisionBoundaryDisplay (#34515) 2026-07-21 20:22:26 +00:00
compose ENH: Display the number and names of output features (#31937) 2026-04-15 18:52:53 +02:00
covariance DOC Fix broken links (#34491) 2026-07-19 18:07:20 +10:00
cross_decomposition DOC Refactor cross decomposition example (#32177) 2025-09-16 15:41:52 +02:00
datasets DOC remove basic iris example and merge with iris with PCA example (#29964) 2024-10-15 12:37:10 +02:00
decomposition MAINT Cleaning up old scipy version mentions and code (#32685) 2025-11-10 14:16:03 +00:00
developing_estimators MNT Fix pre-commit issues (#31013) 2025-03-22 10:49:53 +01:00
ensemble DOC refactor examples/ensemble/plot_forest_iris.py to use DecisionBoundaryDisplay (#34556) 2026-08-03 16:12:18 +00:00
feature_selection DOC Fix example Recursive feature elimination with cross-validation (#31516) 2025-06-18 17:50:20 +02:00
frozen DOC: Correct a typo: this examples -> this example (#31458) 2025-05-31 23:58:45 -04:00
gaussian_process DOC Use DecisionBoundaryDisplay in plot_gpc_iris (#34509) 2026-07-20 03:52:16 +02:00
impute API Move IterativeImputer outside from experimental (#34214) 2026-06-11 16:21:38 +02:00
inspection CI Update CI lock files [doc build] (#34419) 2026-07-03 18:15:54 +02:00
kernel_approximation DOC Add cross-refs to references in examples (#32514) 2025-10-17 09:09:21 +02:00
linear_model MNT Deprecate `multiclass_colors` in favour of `label_colors` in `DecisionBoundaryDisplay` (#34092) 2026-06-10 14:19:57 +10:00
manifold FEA Add support for arbitrary metrics and informative initialization to MDS (#32229) 2025-11-06 10:46:39 +01:00
miscellaneous MNT don't use random_state in LogisticRegression unless it has an effect (#34287) 2026-06-17 11:41:00 +05:00
mixture DOC: Remove 'print(__doc__)' in scikit-learn examples (#32529) 2025-10-18 08:26:03 +02:00
model_selection MNT Rename `DetCurveDisplay` parameters `estimator_name` and `**kwargs` (#34443) 2026-07-10 22:42:36 -07:00
multiclass MNT Fix rst issues found by sphinx-lint (#31114) 2025-03-31 14:48:09 +02:00
multioutput CLN replace authors with the standard line (#29250) 2024-06-17 17:57:02 +00:00
neighbors MNT Deprecate `multiclass_colors` in favour of `label_colors` in `DecisionBoundaryDisplay` (#34092) 2026-06-10 14:19:57 +10:00
neural_networks MNT Add author/license note where missing and add the linter (#29477) 2024-07-22 22:05:03 +02:00
preprocessing MNT don't use random_state in LogisticRegression unless it has an effect (#34287) 2026-06-17 11:41:00 +05:00
release_highlights CI Update CI lock files [doc build] (#34419) 2026-07-03 18:15:54 +02:00
semi_supervised MNT Deprecate `multiclass_colors` in favour of `label_colors` in `DecisionBoundaryDisplay` (#34092) 2026-06-10 14:19:57 +10:00
svm MNT Deprecate `multiclass_colors` in favour of `label_colors` in `DecisionBoundaryDisplay` (#34092) 2026-06-10 14:19:57 +10:00
text MNT Make ruff check line-too-long (E501) (#31214) 2025-04-17 18:26:13 +02:00
tree Tree export fill colors (#33810) 2026-06-16 12:25:02 +00:00
README.txt

README.txt

.. _general_examples:

Examples
========

This is the gallery of examples that showcase how scikit-learn can be used. Some
examples demonstrate the use of the :ref:`API <api_ref>` in general and some
demonstrate specific applications in tutorial form. Also check out our
:ref:`user guide <user_guide>` for more detailed illustrations.