scikit-learn/examples
Dan Schult 0169f83950
Enable config setting `sparse_interface` to control sparray and spmatrix creation (#31177)
Co-authored-by: Adrin Jalali <adrin.jalali@gmail.com>
2026-03-11 07:04:06 +01:00
..
applications Enable config setting `sparse_interface` to control sparray and spmatrix creation (#31177) 2026-03-11 07:04:06 +01:00
bicluster FIX: fix wrongly used `plt.show()` in examples (#31524) 2025-06-12 10:32:13 +10:00
calibration MNT Remove LogisticRegressionCV FutureWarning from examples (#32795) 2025-11-26 09:10:05 +00:00
classification DOC Improve clarity and reproducibility in classification probability example (#33124) 2026-01-29 11:48:33 +01:00
cluster FIX `n_classes` in DecisionBoundaryDisplay with custom estimators (#33202) 2026-02-05 06:33:37 +01:00
compose DOC: Correct many grammatical issues (#32820) 2025-12-02 09:25:24 +01:00
covariance DOC: Correct many a/an usage mistakes (#32996) 2026-01-05 10:13:08 +01:00
cross_decomposition DOC Refactor cross decomposition example (#32177) 2025-09-16 15:41:52 +02:00
datasets
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 MNT Deprecate `shuffle` and `random_state` params from `TargetEncoder` (#33453) 2026-03-10 18:10:10 +01:00
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 Correct many typos in code comments (#32666) 2025-11-07 21:45:28 +01:00
impute DOC Scale data before using k-neighbours regression (#31201) 2025-06-12 11:11:12 +02:00
inspection DOC Fix swapped axes in linear model coefficient plots (Issue #32706) (#32709) 2025-11-18 17:00:50 +01:00
kernel_approximation DOC Add cross-refs to references in examples (#32514) 2025-10-17 09:09:21 +02:00
linear_model Enable config setting `sparse_interface` to control sparray and spmatrix creation (#31177) 2026-03-11 07:04:06 +01:00
manifold FEA Add support for arbitrary metrics and informative initialization to MDS (#32229) 2025-11-06 10:46:39 +01:00
miscellaneous DOC Simplify metadata routing example and add short example to docstrings (#32191) 2026-01-15 17:34:18 +00:00
mixture DOC: Remove 'print(__doc__)' in scikit-learn examples (#32529) 2025-10-18 08:26:03 +02:00
model_selection DOC Fix deprecated kwargs in `PrecisionRecallDisplay` in example (#33396) 2026-02-24 12:17:40 +00:00
multiclass MNT Fix rst issues found by sphinx-lint (#31114) 2025-03-31 14:48:09 +02:00
multioutput
neighbors Enable config setting `sparse_interface` to control sparray and spmatrix creation (#31177) 2026-03-11 07:04:06 +01:00
neural_networks
preprocessing MNT Deprecate `shuffle` and `random_state` params from `TargetEncoder` (#33453) 2026-03-10 18:10:10 +01:00
release_highlights MNT Deprecate `shuffle` and `random_state` params from `TargetEncoder` (#33453) 2026-03-10 18:10:10 +01:00
semi_supervised DOC Remove deprecated SVC(probability=True) from examples (#33299) 2026-02-17 14:41:43 +01:00
svm DOC: Correct many grammatical issues (#32820) 2025-12-02 09:25:24 +01:00
text MNT Make ruff check line-too-long (E501) (#31214) 2025-04-17 18:26:13 +02:00
tree DOC: Remove redundant import in plot_iris_dtc example (#33102) 2026-01-22 13:36:06 +01:00
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.