Pushing the docs to dev/ for branch: master, commit 8529567507ad080c317d84f7289bfad5ae6023d9

Author: sklearn-ci

dev/_downloads/3409d9766d352cc9f9b169d4a799a87a/auto_examples_python.zip

@@ -53,12 +53,15 @@
 print(gbdt.score(X_test, y_test))
 
 ##############################################################################
-# Rich HTML representation for estimators
-# ---------------------------------------
-# Estimators can now be rendered in html in notebooks by enabling the
-# `display='diagram'` option. This is particularly useful to visualize
-# pipelines and composite estimators. Click on the entries to expand and see
-# details.
+# Rich visual representation of estimators
+# -----------------------------------------
+# Estimators can now be visualized in notebooks by enabling the
+# `display='diagram'` option. This is particularly useful to summarise the
+# structure of pipelines and other composite estimators, with interactivity to
+# provide detail.  Click on the example image below to expand Pipeline
+# elements.  See :ref:`visualizing_composite_estimators` for how you can use
+# this feature.
+
 from sklearn import set_config
 from sklearn.pipeline import make_pipeline
 from sklearn.preprocessing import OneHotEncoder, StandardScaler

dev/_downloads/a4ab16c5452534a66bb87e6404a1d2a1/plot_release_highlights_0_23_0.py

@@ -40,7 +40,7 @@
       "cell_type": "markdown",
       "metadata": {},
       "source": [
-        "Rich HTML representation for estimators\n---------------------------------------\nEstimators can now be rendered in html in notebooks by enabling the\n`display='diagram'` option. This is particularly useful to visualize\npipelines and composite estimators. Click on the entries to expand and see\ndetails.\n\n"
+        "Rich visual representation of estimators\n-----------------------------------------\nEstimators can now be visualized in notebooks by enabling the\n`display='diagram'` option. This is particularly useful to summarise the\nstructure of pipelines and other composite estimators, with interactivity to\nprovide detail.  Click on the example image below to expand Pipeline\nelements.  See `visualizing_composite_estimators` for how you can use\nthis feature.\n\n"
       ]
     },
     {