build(deps): bump the production group across 1 directory with 5 updates

Bumps the production group with 5 updates in the / directory:

| Package | From | To |
| --- | --- | --- |
| [numpy](https://github.com/numpy/numpy) | `2.1.2` | `2.2.1` |
| [pillow](https://github.com/python-pillow/Pillow) | `11.0.0` | `11.1.0` |
| [polars](https://github.com/pola-rs/polars) | `1.8.2` | `1.19.0` |
| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.5.2` | `1.6.0` |
| [transformers](https://github.com/huggingface/transformers) | `4.46.1` | `4.47.1` |



Updates `numpy` from 2.1.2 to 2.2.1
- [Release notes](https://github.com/numpy/numpy/releases)
- [Changelog](https://github.com/numpy/numpy/blob/main/doc/RELEASE_WALKTHROUGH.rst)
- [Commits](numpy/numpy@v2.1.2...v2.2.1)

Updates `pillow` from 11.0.0 to 11.1.0
- [Release notes](https://github.com/python-pillow/Pillow/releases)
- [Changelog](https://github.com/python-pillow/Pillow/blob/main/CHANGES.rst)
- [Commits](python-pillow/Pillow@11.0.0...11.1.0)

Updates `polars` from 1.8.2 to 1.19.0
- [Release notes](https://github.com/pola-rs/polars/releases)
- [Commits](pola-rs/polars@py-1.8.2...py-1.19.0)

Updates `scikit-learn` from 1.5.2 to 1.6.0
- [Release notes](https://github.com/scikit-learn/scikit-learn/releases)
- [Commits](scikit-learn/scikit-learn@1.5.2...1.6.0)

Updates `transformers` from 4.46.1 to 4.47.1
- [Release notes](https://github.com/huggingface/transformers/releases)
- [Commits](huggingface/transformers@v4.46.1...v4.47.1)

---
updated-dependencies:
- dependency-name: numpy
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: production
- dependency-name: pillow
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: production
- dependency-name: polars
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: production
- dependency-name: scikit-learn
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: production
- dependency-name: transformers
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: production
...

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