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Description

This PR addresses issue #13919 by improving documentation for linear_regression.py in the machine_learning/ directory.

Changes Made

  • Added comprehensive module-level docstring with mathematical foundation
  • Documented time and space complexity for all functions
  • Added type hints using numpy.typing.NDArray
  • Enhanced docstrings with Args, Returns, Raises sections
  • Added additional doctests for edge cases
  • Included references to Wikipedia articles

Type of Change

  • Documentation change?

Checklist:

  • I have read CONTRIBUTING.md.
  • This pull request is all my own work -- I have not plagiarized.
  • I know that pull requests will not be merged if they fail the automated tests.
  • This PR only changes one algorithm file. To ease review, please open separate PRs for separate algorithms.

This PR addresses issue TheAlgorithms#13919 by improving documentation for linear_regression.py:

- Added comprehensive module-level docstring with mathematical foundation
- Documented time and space complexity for all functions
- Added type hints using numpy.typing.NDArray
- Enhanced docstrings with Args, Returns, Raises sections
- Added additional doctests for edge cases
- Included references to Wikipedia articles
@2400031832 2400031832 closed this Nov 25, 2025
@2400031832 2400031832 deleted the improve-linear-regression-docs branch November 25, 2025 06:30
@2400031832 2400031832 restored the improve-linear-regression-docs branch November 25, 2025 06:30
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