build(deps): bump the production group across 1 directory with 6 updates

Bumps the production group with 6 updates in the / directory:

| Package | From | To |
| --- | --- | --- |
| [matplotlib](https://github.com/matplotlib/matplotlib) | `3.10.3` | `3.10.8` |
| [numpy](https://github.com/numpy/numpy) | `2.2.6` | `2.4.2` |
| [polars](https://github.com/pola-rs/polars) | `1.29.0` | `1.37.1` |
| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.6.1` | `1.8.0` |
| [statsmodels](https://github.com/statsmodels/statsmodels) | `0.14.4` | `0.14.6` |
| [xxhash](https://github.com/ifduyue/python-xxhash) | `3.5.0` | `3.6.0` |



Updates `matplotlib` from 3.10.3 to 3.10.8
- [Release notes](https://github.com/matplotlib/matplotlib/releases)
- [Commits](matplotlib/matplotlib@v3.10.3...v3.10.8)

Updates `numpy` from 2.2.6 to 2.4.2
- [Release notes](https://github.com/numpy/numpy/releases)
- [Changelog](https://github.com/numpy/numpy/blob/main/doc/RELEASE_WALKTHROUGH.rst)
- [Commits](numpy/numpy@v2.2.6...v2.4.2)

Updates `polars` from 1.29.0 to 1.37.1
- [Release notes](https://github.com/pola-rs/polars/releases)
- [Commits](pola-rs/polars@py-1.29.0...py-1.37.1)

Updates `scikit-learn` from 1.6.1 to 1.8.0
- [Release notes](https://github.com/scikit-learn/scikit-learn/releases)
- [Commits](scikit-learn/scikit-learn@1.6.1...1.8.0)

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 `xxhash` from 3.5.0 to 3.6.0
- [Release notes](https://github.com/ifduyue/python-xxhash/releases)
- [Changelog](https://github.com/ifduyue/python-xxhash/blob/master/CHANGELOG.rst)
- [Commits](ifduyue/python-xxhash@v3.5.0...v3.6.0)

---
updated-dependencies:
- dependency-name: matplotlib
  dependency-version: 3.10.8
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: production
- dependency-name: numpy
  dependency-version: 2.4.2
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: production
- dependency-name: polars
  dependency-version: 1.37.1
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: production
- dependency-name: scikit-learn
  dependency-version: 1.8.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: production
- dependency-name: statsmodels
  dependency-version: 0.14.6
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: production
- dependency-name: xxhash
  dependency-version: 3.6.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: production
...

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Author: dependabot[bot]