Bump the python-dependencies group with 5 updates

Bumps the python-dependencies group with 5 updates:

| Package | From | To |
| --- | --- | --- |
| [notebook](https://github.com/jupyter/notebook) | `7.6.1` | `7.6.2` |
| [plotnine](https://github.com/has2k1/plotnine) | `0.15.7` | `0.15.8` |
| [selenium](https://github.com/SeleniumHQ/Selenium) | `4.46.0` | `4.47.0` |
| [statsmodels](https://github.com/statsmodels/statsmodels) | `0.14.4` | `0.14.6` |
| [boto3](https://github.com/boto/boto3) | `1.43.67` | `1.43.72` |


Updates `notebook` from 7.6.1 to 7.6.2
- [Release notes](https://github.com/jupyter/notebook/releases)
- [Changelog](https://github.com/jupyter/notebook/blob/@jupyter-notebook/tree@7.6.2/CHANGELOG.md)
- [Commits](https://github.com/jupyter/notebook/compare/@jupyter-notebook/tree@7.6.1...@jupyter-notebook/tree@7.6.2)

Updates `plotnine` from 0.15.7 to 0.15.8
- [Release notes](https://github.com/has2k1/plotnine/releases)
- [Changelog](https://github.com/has2k1/plotnine/blob/v0.15.8/doc/changelog.qmd)
- [Commits](has2k1/plotnine@v0.15.7...v0.15.8)

Updates `selenium` from 4.46.0 to 4.47.0
- [Release notes](https://github.com/SeleniumHQ/Selenium/releases)
- [Commits](SeleniumHQ/selenium@selenium-4.46.0...selenium-4.47.0)

Updates `statsmodels` from 0.14.4 to 0.14.6
- [Release notes](https://github.com/statsmodels/statsmodels/releases)
- [Changelog](https://github.com/statsmodels/statsmodels/blob/main/CHANGES.md)
- [Commits](statsmodels/statsmodels@v0.14.4...v0.14.6)

Updates `boto3` from 1.43.67 to 1.43.72
- [Release notes](https://github.com/boto/boto3/releases)
- [Commits](boto/boto3@1.43.67...1.43.72)

---
updated-dependencies:
- dependency-name: notebook
  dependency-version: 7.6.2
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: python-dependencies
- dependency-name: plotnine
  dependency-version: 0.15.8
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: python-dependencies
- dependency-name: selenium
  dependency-version: 4.47.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: python-dependencies
- dependency-name: statsmodels
  dependency-version: 0.14.6
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: python-dependencies
- dependency-name: boto3
  dependency-version: 1.43.72
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: python-dependencies
...

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

Author: dependabot[bot]

pyproject.toml

@@ -8,7 +8,7 @@ requires-python = ">=3.11"
 dependencies = [
     # Core Jupyter/IPython
     "ipython>=8.12",
-    "notebook>=7.0",
+    "notebook>=7.6.2",
     "jupyter>=1.0",
 
     # Data manipulation
@@ -17,7 +17,7 @@ dependencies = [
     # Plotting libraries
     "matplotlib>=3.7",
     "seaborn>=0.13",
-    "plotnine>=0.15.7",
+    "plotnine>=0.15.8",
     "lets-plot>=4.11",
     "plotly>=5.24",
     "altair>=5.0",
@@ -27,10 +27,10 @@ dependencies = [
     # Image rendering
     "kaleido>=1.0",  # v1+ requires Chrome
     "pillow>=10.0",
-    "selenium>=4.11",  # Required for Bokeh PNG export
+    "selenium>=4.47.0",  # Required for Bokeh PNG export
 
     # Statistical tools
-    "statsmodels>=0.14",
+    "statsmodels>=0.14.6",
     "scikit-misc>=0.3",
 
     # R integration
@@ -47,7 +47,7 @@ dependencies = [
     "simplegeneric>=0.8",
 
     # Cloud (if needed for deployment)
-    "boto3>=1.43.67",
+    "boto3>=1.43.72",
 
     # Testing
     "pytest>=7.4",