Pushing the docs to 1.4/ for branch: 1.4.X, commit cf0265362b176c1610f3a7d7345bad28c4392291

Author: sklearn-ci

1.4/.buildinfo

@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: e8db3e3b1dba170981154d13c8f568ad
+config: e2e8d99e4369abc1fa0ef0cfaed51dac
 tags: 645f666f9bcd5a90fca523b33c5a78b7

1.4/_downloads/0785ea6d45bde062e5beedda88131215/plot_release_highlights_1_3_0.ipynb

@@ -4,7 +4,7 @@
       "cell_type": "markdown",
       "metadata": {},
       "source": [
-        "\n# Release Highlights for scikit-learn 1.3\n\n.. currentmodule:: sklearn\n\nWe are pleased to announce the release of scikit-learn 1.3! Many bug fixes\nand improvements were added, as well as some new key features. We detail\nbelow a few of the major features of this release. **For an exhaustive list of\nall the changes**, please refer to the `release notes <changes_1_3>`.\n\nTo install the latest version (with pip)::\n\n    pip install --upgrade scikit-learn\n\nor with conda::\n\n    conda install -c conda-forge scikit-learn\n"
+        "\n# Release Highlights for scikit-learn 1.3\n\n.. currentmodule:: sklearn\n\nWe are pleased to announce the release of scikit-learn 1.3! Many bug fixes\nand improvements were added, as well as some new key features. We detail\nbelow a few of the major features of this release. **For an exhaustive list of\nall the changes**, please refer to the `release notes <release_notes_1_3>`.\n\nTo install the latest version (with pip)::\n\n    pip install --upgrade scikit-learn\n\nor with conda::\n\n    conda install -c conda-forge scikit-learn\n"
       ]
     },
     {

1.4/_downloads/07fcc19ba03226cd3d83d4e40ec44385/auto_examples_python.zip

@@ -9,7 +9,7 @@
 We are pleased to announce the release of scikit-learn 1.2! Many bug fixes
 and improvements were added, as well as some new key features. We detail
 below a few of the major features of this release. **For an exhaustive list of
-all the changes**, please refer to the :ref:`release notes <changes_1_2>`.
+all the changes**, please refer to the :ref:`release notes <release_notes_1_2>`.
 
 To install the latest version (with pip)::
 
@@ -163,4 +163,4 @@
 # the sparse-dense and dense-sparse combinations for the Euclidean and Squared
 # Euclidean Distance metrics.
 # A detailed list of the impacted estimators can be found in the
-# :ref:`changelog <changes_1_2>`.
+# :ref:`changelog <release_notes_1_2>`.

1.4/_downloads/138e7c706c17949c3098ff8074b03ce7/plot_release_highlights_1_2_0.py

@@ -66,7 +66,15 @@
 # We will preprocess the dataset by taking a monthly average and drop month
 # for which no measurements were collected. Such a processing will have an
 # smoothing effect on the data.
-co2_data = co2_data.resample("M").mean().dropna(axis="index", how="any")
+
+try:
+    co2_data_resampled_monthly = co2_data.resample("ME")
+except ValueError:
+    # pandas < 2.2 uses M instead of ME
+    co2_data_resampled_monthly = co2_data.resample("M")
+
+
+co2_data = co2_data_resampled_monthly.mean().dropna(axis="index", how="any")
 co2_data.plot()
 plt.ylabel("Monthly average of CO$_2$ concentration (ppm)")
 _ = plt.title(

1.4/_downloads/1b8827af01c9a70017a4739bcf2e21a8/plot_gpr_co2.py

@@ -58,7 +58,7 @@
       },
       "outputs": [],
       "source": [
-        "X[\"weather\"].replace(to_replace=\"heavy_rain\", value=\"rain\", inplace=True)"
+        "X[\"weather\"] = (\n    X[\"weather\"]\n    .astype(object)\n    .replace(to_replace=\"heavy_rain\", value=\"rain\")\n    .astype(\"category\")\n)"
       ]
     },
     {

1.4/_downloads/21b82d82985712b5de6347f382c77c86/plot_partial_dependence.ipynb

@@ -4,7 +4,7 @@
       "cell_type": "markdown",
       "metadata": {},
       "source": [
-        "\n# Release Highlights for scikit-learn 0.24\n\n.. currentmodule:: sklearn\n\nWe are pleased to announce the release of scikit-learn 0.24! Many bug fixes\nand improvements were added, as well as some new key features. We detail\nbelow a few of the major features of this release. **For an exhaustive list of\nall the changes**, please refer to the `release notes <changes_0_24>`.\n\nTo install the latest version (with pip)::\n\n    pip install --upgrade scikit-learn\n\nor with conda::\n\n    conda install -c conda-forge scikit-learn\n"
+        "\n# Release Highlights for scikit-learn 0.24\n\n.. currentmodule:: sklearn\n\nWe are pleased to announce the release of scikit-learn 0.24! Many bug fixes\nand improvements were added, as well as some new key features. We detail\nbelow a few of the major features of this release. **For an exhaustive list of\nall the changes**, please refer to the `release notes <release_notes_0_24>`.\n\nTo install the latest version (with pip)::\n\n    pip install --upgrade scikit-learn\n\nor with conda::\n\n    conda install -c conda-forge scikit-learn\n"
       ]
     },
     {

1.4/_downloads/2e6d841155147c9fbce4ea3837b924b9/plot_release_highlights_0_24_0.ipynb

@@ -9,7 +9,7 @@
 We are pleased to announce the release of scikit-learn 1.3! Many bug fixes
 and improvements were added, as well as some new key features. We detail
 below a few of the major features of this release. **For an exhaustive list of
-all the changes**, please refer to the :ref:`release notes <changes_1_3>`.
+all the changes**, please refer to the :ref:`release notes <release_notes_1_3>`.
 
 To install the latest version (with pip)::
 

1.4/_downloads/3316f301d7c7651c033565a5ae51c295/plot_release_highlights_1_3_0.py

@@ -9,7 +9,7 @@
 We are pleased to announce the release of scikit-learn 1.1! Many bug fixes
 and improvements were added, as well as some new key features. We detail
 below a few of the major features of this release. **For an exhaustive list of
-all the changes**, please refer to the :ref:`release notes <changes_1_1>`.
+all the changes**, please refer to the :ref:`release notes <release_notes_1_1>`.
 
 To install the latest version (with pip)::
 

1.4/_downloads/4cf0456267ced0f869a458ef4776d4c5/plot_release_highlights_1_1_0.py

@@ -9,7 +9,7 @@
 We are pleased to announce the release of scikit-learn 0.23! Many bug fixes
 and improvements were added, as well as some new key features. We detail
 below a few of the major features of this release. **For an exhaustive list of
-all the changes**, please refer to the :ref:`release notes <changes_0_23>`.
+all the changes**, please refer to the :ref:`release notes <release_notes_0_23>`.
 
 To install the latest version (with pip)::