From 62dee068a4dbc46b417fcbef08862e8ee535599e Mon Sep 17 00:00:00 2001
From: mecopur <24374426+mecopur@users.noreply.github.com>
Date: Thu, 3 Aug 2023 11:35:48 +0200
Subject: [PATCH] DOC Added plot_compare_gpr_krr.py link to Gaussian process
 regressor

---
 sklearn/gaussian_process/_gpr.py | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/sklearn/gaussian_process/_gpr.py b/sklearn/gaussian_process/_gpr.py
index 90bbe7e446917..d3723016be127 100644
--- a/sklearn/gaussian_process/_gpr.py
+++ b/sklearn/gaussian_process/_gpr.py
@@ -38,6 +38,10 @@ class GaussianProcessRegressor(MultiOutputMixin, RegressorMixin, BaseEstimator):
          externally for other ways of selecting hyperparameters, e.g., via
          Markov chain Monte Carlo.
 
+    To learn the difference between a point-estimate approach vs. a more
+    Bayesian modelling approach, refer to the example entitled
+    :ref:`sphx_glr_auto_examples_gaussian_process_plot_compare_gpr_krr.py`.
+
     Read more in the :ref:`User Guide <gaussian_process>`.
 
     .. versionadded:: 0.18