Bump the actions group with 4 updates

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

Updates `jupyter-book` to 2.1.2
- [Release notes](https://github.com/jupyter-book/jupyter-book/releases)
- [Commits](jupyter-book/jupyter-book@v1.0.0...v2.1.2)

Updates `numpy` from 2.4.2 to 2.4.4
- [Release notes](https://github.com/numpy/numpy/releases)
- [Changelog](https://github.com/numpy/numpy/blob/main/doc/RELEASE_WALKTHROUGH.rst)
- [Commits](numpy/numpy@v2.4.2...v2.4.4)

Updates `scipy` from 1.17.0 to 1.17.1
- [Release notes](https://github.com/scipy/scipy/releases)
- [Commits](scipy/scipy@v1.17.0...v1.17.1)

Updates `pandas` from 3.0 to 3.0.2
- [Release notes](https://github.com/pandas-dev/pandas/releases)
- [Commits](pandas-dev/pandas@v3.0.0...v3.0.2)

---
updated-dependencies:
- dependency-name: jupyter-book
  dependency-version: 2.1.2
  dependency-type: direct:production
  dependency-group: actions
- dependency-name: numpy
  dependency-version: 2.4.4
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: actions
- dependency-name: scipy
  dependency-version: 1.17.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: actions
- dependency-name: pandas
  dependency-version: 3.0.2
  dependency-type: direct:production
  update-type: version-update:semver-patch
  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

@@ -1,8 +1,8 @@
 # Requirements for notebooks / Binderhub
-numpy==2.4.2
-scipy==1.17.0
+numpy==2.4.4
+scipy==1.17.1
 matplotlib==3.10.8
-pandas==3.0
+pandas==3.0.2
 scikit-learn==1.8.0
 scikit-image==0.26
 sympy==1.14.0