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Describe your change:

Enhanced documentation for multiple machine learning algorithms:

  • decision_tree.py

    • Added detailed module-level docstring with:
      • Overview
      • Features
      • Educational value
      • Use cases
      • Audience
      • Dependencies
      • Notes
  • linear_regression.py

    • Expanded docstring to include:
      • Purpose
      • Audience
      • Dependencies
      • Notes
  • logistic_regression.py

    • Improved top-level docstring with:
      • Audience
      • Dependencies
      • Notes
      • References

These changes make the algorithms easier to understand for students, beginners, and contributors learning machine learning concepts.


Checklist:

  • Documentation change (no logic modifications)
  • Each file now includes Audience, Dependencies, and Notes
  • Docstrings follow Python conventions and provide references
  • No functional code was altered; only comments/docstrings were enhanced

Issue Reference:

Closes #13029

@algorithms-keeper algorithms-keeper bot added the tests are failing Do not merge until tests pass label Oct 2, 2025
@algorithms-keeper algorithms-keeper bot added the awaiting reviews This PR is ready to be reviewed label Oct 2, 2025
@algorithms-keeper algorithms-keeper bot removed the tests are failing Do not merge until tests pass label Oct 2, 2025
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Documentation Enhancement Suggestion for Machine Learning Algorithms
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