Bump sphinx-autodoc-typehints from 2.5.0 to 3.0.1

Bumps [sphinx-autodoc-typehints](https://github.com/tox-dev/sphinx-autodoc-typehints) from 2.5.0 to 3.0.1.
- [Release notes](https://github.com/tox-dev/sphinx-autodoc-typehints/releases)
- [Commits](tox-dev/sphinx-autodoc-typehints@2.5.0...3.0.1)

---
updated-dependencies:
- dependency-name: sphinx-autodoc-typehints
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <[email protected]>

pyproject.toml

@@ -50,7 +50,7 @@ doc = [
     "numpydoc==1.8.0",
     "myst-parser==4.0.0",
     "Sphinx==8.1.3",
-    "sphinx-autodoc-typehints==2.5.0",
+    "sphinx-autodoc-typehints==3.0.1",
     "sphinxcontrib-globalsubs==0.1.2",
     "sphinxcontrib-httpdomain==1.8.1",
     "sphinx-copybutton==0.5.2",