From 19304b23bab3317df6ea04d14ea2a95112bb1ff6 Mon Sep 17 00:00:00 2001
From: SvenKlaassen <sven.klaassen@uni-hamburg.de>
Date: Mon, 20 Jan 2025 10:35:31 +0100
Subject: [PATCH 1/3] Remove sklearn data dtype version fix

---
 doc/examples/py_double_ml_pension.ipynb | 19 +------------------
 1 file changed, 1 insertion(+), 18 deletions(-)

diff --git a/doc/examples/py_double_ml_pension.ipynb b/doc/examples/py_double_ml_pension.ipynb
index b713ae1a..251baf7b 100644
--- a/doc/examples/py_double_ml_pension.ipynb
+++ b/doc/examples/py_double_ml_pension.ipynb
@@ -94,23 +94,6 @@
     "data = fetch_401K(return_type='DataFrame')"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "853ba4be",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Temporary fix for https://github.com/DoubleML/doubleml-docs/issues/45 / https://github.com/scikit-learn/scikit-learn/issues/21997\n",
-    "# Can be removed when scikit-learn version 1.2.0 is released\n",
-    "dtypes = data.dtypes\n",
-    "dtypes['nifa'] = 'float64'\n",
-    "dtypes['net_tfa'] = 'float64'\n",
-    "dtypes['tw'] = 'float64'\n",
-    "dtypes['inc'] = 'float64'\n",
-    "data = data.astype(dtypes)"
-   ]
-  },
   {
    "cell_type": "code",
    "execution_count": null,
@@ -1179,7 +1162,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.2"
+   "version": "3.12.4"
   },
   "vscode": {
    "interpreter": {

From 0cfd6a1646ed5981d0b6382c6e53767f7cad8f37 Mon Sep 17 00:00:00 2001
From: SvenKlaassen <sven.klaassen@uni-hamburg.de>
Date: Mon, 20 Jan 2025 11:41:04 +0100
Subject: [PATCH 2/3] add Global Regressor and Classifier to api documentation

---
 doc/api/api.rst | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/doc/api/api.rst b/doc/api/api.rst
index 5844055a..b6f9eaa8 100644
--- a/doc/api/api.rst
+++ b/doc/api/api.rst
@@ -101,6 +101,8 @@ Utility classes
     utils.DMLDummyClassifier
     utils.DoubleMLBLP
     utils.DoubleMLPolicyTree
+    uitls.GlobalRegressor
+    utils.GlobalClassifier
 
 Utility functions
 ~~~~~~~~~~~~~~~~~

From 526461afe9b728e7ec2480bd364fc2a537484a28 Mon Sep 17 00:00:00 2001
From: SvenKlaassen <sven.klaassen@uni-hamburg.de>
Date: Mon, 20 Jan 2025 13:03:29 +0100
Subject: [PATCH 3/3] fix typo in api

---
 doc/api/api.rst | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/doc/api/api.rst b/doc/api/api.rst
index b6f9eaa8..39b35219 100644
--- a/doc/api/api.rst
+++ b/doc/api/api.rst
@@ -101,7 +101,7 @@ Utility classes
     utils.DMLDummyClassifier
     utils.DoubleMLBLP
     utils.DoubleMLPolicyTree
-    uitls.GlobalRegressor
+    utils.GlobalRegressor
     utils.GlobalClassifier
 
 Utility functions