Bump the python group across 1 directory with 8 updates

Bumps the python group with 7 updates in the / directory:

| Package | From | To |
| --- | --- | --- |
| [matplotlib](https://github.com/matplotlib/matplotlib) | `3.10.9` | `3.11.1` |
| [notebook](https://github.com/jupyter/notebook) | `7.5.6` | `7.6.1` |
| [pandas](https://github.com/pandas-dev/pandas) | `3.0.3` | `3.0.5` |
| [ruff](https://github.com/astral-sh/ruff) | `0.15.14` | `0.16.0` |
| [mypy](https://github.com/python/mypy) | `2.1.0` | `2.3.0` |
| [pre-commit](https://github.com/pre-commit/pre-commit) | `4.6.0` | `4.6.1` |
| [pytest](https://github.com/pytest-dev/pytest) | `9.0.3` | `9.1.1` |



Updates `matplotlib` from 3.10.9 to 3.11.1
- [Release notes](https://github.com/matplotlib/matplotlib/releases)
- [Commits](matplotlib/matplotlib@v3.10.9...v3.11.1)

Updates `notebook` from 7.5.6 to 7.6.1
- [Release notes](https://github.com/jupyter/notebook/releases)
- [Changelog](https://github.com/jupyter/notebook/blob/@jupyter-notebook/tree@7.6.1/CHANGELOG.md)
- [Commits](https://github.com/jupyter/notebook/compare/@jupyter-notebook/tree@7.5.6...@jupyter-notebook/tree@7.6.1)

Updates `pandas` from 3.0.3 to 3.0.5
- [Release notes](https://github.com/pandas-dev/pandas/releases)
- [Commits](pandas-dev/pandas@v3.0.3...v3.0.5)

Updates `ruff` from 0.15.14 to 0.16.0
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](astral-sh/ruff@0.15.14...0.16.0)

Updates `mypy` from 2.1.0 to 2.3.0
- [Changelog](https://github.com/python/mypy/blob/master/CHANGELOG.md)
- [Commits](python/mypy@v2.1.0...v2.3.0)

Updates `pre-commit` from 4.6.0 to 4.6.1
- [Release notes](https://github.com/pre-commit/pre-commit/releases)
- [Changelog](https://github.com/pre-commit/pre-commit/blob/main/CHANGELOG.md)
- [Commits](pre-commit/pre-commit@v4.6.0...v4.6.1)

Updates `pytest` from 9.0.3 to 9.1.1
- [Release notes](https://github.com/pytest-dev/pytest/releases)
- [Changelog](https://github.com/pytest-dev/pytest/blob/main/CHANGELOG.rst)
- [Commits](pytest-dev/pytest@9.0.3...9.1.1)

Updates `setuptools` from 80.10.1 to 
- [Release notes](https://github.com/pypa/setuptools/releases)
- [Changelog](https://github.com/pypa/setuptools/blob/main/NEWS.rst)
- [Commits](https://github.com/pypa/setuptools/commits)

---
updated-dependencies:
- dependency-name: matplotlib
  dependency-version: 3.11.1
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: python
- dependency-name: notebook
  dependency-version: 7.6.1
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: python
- dependency-name: pandas
  dependency-version: 3.0.5
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: python
- dependency-name: ruff
  dependency-version: 0.16.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
  dependency-group: python
- dependency-name: mypy
  dependency-version: 2.3.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
  dependency-group: python
- dependency-name: pre-commit
  dependency-version: 4.6.1
  dependency-type: direct:development
  update-type: version-update:semver-patch
  dependency-group: python
- dependency-name: pytest
  dependency-version: 9.1.1
  dependency-type: direct:development
  update-type: version-update:semver-minor
  dependency-group: python
- dependency-name: setuptools
  dependency-version:
  dependency-type: direct:development
  dependency-group: python
...

Signed-off-by: dependabot[bot] <support@github.com>

Author: dependabot[bot]

pyproject.toml

@@ -8,14 +8,14 @@ authors = [
 ]
 requires-python = ">=3.14"
 
-dependencies = ["matplotlib>=3.10.9", "notebook>=7.5.6", "pandas>=3.0.3"]
+dependencies = ["matplotlib>=3.11.1", "notebook>=7.6.1", "pandas>=3.0.5"]
 
 [dependency-groups]
 dev = [
-    "ruff>=0.15.14",
-    "mypy>=2.1.0",
-    "pre-commit>=4.6.0",
-    "pytest>=9.0.2",
+    "ruff>=0.16.0",
+    "mypy>=2.3.0",
+    "pre-commit>=4.6.1",
+    "pytest>=9.1.1",
     "pytest-cov>=7.0.0",
     "pytest-mock>=3.15.1",
     "nbmake>=1.5.5",