diff --git a/docs/source/changelog.rst b/docs/source/changelog.rst
index f939a6002..2e3d4f594 100644
--- a/docs/source/changelog.rst
+++ b/docs/source/changelog.rst
@@ -1,6 +1,13 @@
 Changelog
 =========
 
+Version 2023.3.24
+~~~~~~~~~~~~~~~~~
+
+* Compatibility with Python 3.10
+* Dropped support for Python 3.7
+* Compatibility with scikit-learn 1.2.0 and newer
+
 Version 2022.5.27
 ~~~~~~~~~~~~~~~~~
 
diff --git a/setup.py b/setup.py
index 344f1a333..960413ddc 100644
--- a/setup.py
+++ b/setup.py
@@ -61,14 +61,14 @@
         "Topic :: Scientific/Engineering",
         "License :: OSI Approved :: BSD License",
         "Programming Language :: Python :: 3",
-        "Programming Language :: Python :: 3.7",
         "Programming Language :: Python :: 3.8",
         "Programming Language :: Python :: 3.9",
+        "Programming Language :: Python :: 3.10",
     ],
     packages=find_packages(exclude=["docs", "tests", "tests.*", "docs.*"]),
     use_scm_version=True,
     setup_requires=["setuptools_scm"],
     install_requires=install_requires,
     extras_require=extras_require,
-    python_requires=">=3.7",
+    python_requires=">=3.8",
 )