Remove scikit learn

[ternaus]

Fixes #1736

and

#1425

Summary by Sourcery

Replaced scikit-learn dependency with custom implementations of MinMaxScaler, StandardScaler, and PCA. Removed scikit-learn from the project dependencies and updated pre-commit hooks for ruff and mypy.

• Enhancements:
  • Implemented custom MinMaxScaler, StandardScaler, and PCA classes to replace scikit-learn functionality.
• Chores:
  • Removed scikit-learn from the list of dependencies in setup.py.
  • Updated pre-commit hooks for ruff and mypy to newer versions in .pre-commit-config.yaml.

[sourcery-ai]

Reviewer's Guide by Sourcery

This pull request removes the dependency on scikit-learn by implementing custom versions of MinMaxScaler, StandardScaler, and PCA. Additionally, it updates the pre-commit configuration and the setup.py file to reflect the removal of scikit-learn.

File-Level Changes

Files	Changes
albumentations/augmentations/domain_adaptation_functional.py	Implemented custom MinMaxScaler, StandardScaler, and PCA classes to replace scikit-learn functionality.
.pre-commit-config.yaml setup.py	Updated pre-commit hooks and removed scikit-learn from dependencies.

---

Tips

• Trigger a new Sourcery review by commenting @sourcery-ai review on the pull request.
• Continue your discussion with Sourcery by replying directly to review comments.
• You can change your review settings at any time by accessing your dashboard:
  • Enable or disable the Sourcery-generated pull request summary or reviewer's guide;
  • Change the review language;
• You can always contact us if you have any questions or feedback.

[sourcery-ai]

Hey @ternaus - I've reviewed your changes - here's some feedback:

Overall Comments:

• Consider explaining the rationale for using cv2 for PCA calculations instead of a pure NumPy implementation, especially if OpenCV is not a dependency elsewhere in the project.

Here's what I looked at during the review

• 🟡 General issues: 4 issues found
• 🟢 Security: all looks good
• 🟢 Testing: all looks good
• 🟢 Complexity: all looks good
• 🟡 Documentation: 1 issue found

---

Sourcery is free for open source - if you like our reviews please consider sharing them ✨

• X
• Mastodon
• LinkedIn
• Facebook

_{Help me be more useful! Please click 👍 or 👎 on each comment to tell me if it was helpful.}