Bump the actions group across 1 directory with 7 updates

Updates the requirements on [numpy](https://github.com/numpy/numpy), [scipy](https://github.com/scipy/scipy), [matplotlib](https://github.com/matplotlib/matplotlib), [pandas](https://github.com/pandas-dev/pandas), [scikit-learn](https://github.com/scikit-learn/scikit-learn), [statsmodels](https://github.com/statsmodels/statsmodels) and jupyter-book to permit the latest version.

Updates `numpy` from 2.2.5 to 2.3.5
- [Release notes](https://github.com/numpy/numpy/releases)
- [Changelog](https://github.com/numpy/numpy/blob/main/doc/RELEASE_WALKTHROUGH.rst)
- [Commits](numpy/numpy@v2.2.5...v2.3.5)

Updates `scipy` from 1.15.2 to 1.16.3
- [Release notes](https://github.com/scipy/scipy/releases)
- [Commits](scipy/scipy@v1.15.2...v1.16.3)

Updates `matplotlib` from 3.10.1 to 3.10.7
- [Release notes](https://github.com/matplotlib/matplotlib/releases)
- [Commits](matplotlib/matplotlib@v3.10.1...v3.10.7)

Updates `pandas` from 2.2.3 to 2.3.3
- [Release notes](https://github.com/pandas-dev/pandas/releases)
- [Commits](pandas-dev/pandas@v2.2.3...v2.3.3)

Updates `scikit-learn` from 1.6.1 to 1.7.2
- [Release notes](https://github.com/scikit-learn/scikit-learn/releases)
- [Commits](scikit-learn/scikit-learn@1.6.1...1.7.2)

Updates `statsmodels` from 0.14.4 to 0.14.5
- [Release notes](https://github.com/statsmodels/statsmodels/releases)
- [Changelog](https://github.com/statsmodels/statsmodels/blob/main/CHANGES.md)
- [Commits](statsmodels/statsmodels@v0.14.4...v0.14.5)

Updates `jupyter-book` to 2.0.2

---
updated-dependencies:
- dependency-name: numpy
  dependency-version: 2.3.5
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: actions
- dependency-name: scipy
  dependency-version: 1.16.3
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: actions
- dependency-name: matplotlib
  dependency-version: 3.10.7
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: actions
- dependency-name: pandas
  dependency-version: 2.3.3
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: actions
- dependency-name: scikit-learn
  dependency-version: 1.7.2
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: actions
- dependency-name: statsmodels
  dependency-version: 0.14.5
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: actions
- dependency-name: jupyter-book
  dependency-version: 2.0.2
  dependency-type: direct:production
  dependency-group: actions
...

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

Author: dependabot[bot]

build_requirements.txt

@@ -6,7 +6,7 @@
 pre-commit
 sphinx-book-theme@git+https://github.com/executablebooks/sphinx-book-theme@56874cb
 sphinx_exercise
-jupyter-book>=1,<2
+jupyter-book>=1,<3
 -r requirements.txt
 # To allow static build / upload
 ghp-import

requirements.txt

@@ -1,12 +1,12 @@
 # Requirements for notebooks / Binderhub
-numpy==2.2.5
-scipy==1.15.2
-matplotlib==3.10.1
-pandas==2.2.3
-scikit-learn==1.6.1
+numpy==2.3.5
+scipy==1.16.3
+matplotlib==3.10.7
+pandas==2.3.3
+scikit-learn==1.7.2
 scikit-image==0.25.2
 sympy==1.14.0
-statsmodels==0.14.4
+statsmodels==0.14.5
 seaborn==0.13.2
 pytest>=8.3
 sphinx