Add doctests and refactor Monte Carlo estimation functions

[akiels]

Contributes to #9943

This pull request refactors and improves the implementation of the Monte Carlo estimation functions:

• Refactors functions to return values instead of printing, improving testability.
• Adds missing type hints.
• Renames function function_to_integrate to the more descriptive semicircle_function.
• Clarifies docstrings.
• Adds doctests for each function:
  • pi_estimator
  • area_under_curve_estimator
  • area_under_line_estimator_check
  • pi_estimator_using_area_under_curve

All doctests pass using python3 -m doctest -v path/to/file.py

[alex2998668174]

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---- Replied Message ---- | From | @.> | | Date | 05/01/2025 18:09 | | To | TheAlgorithms/Python @.> | | Cc | Subscribed @.***> | | Subject | [TheAlgorithms/Python] Add doctests and refactor Monte Carlo estimation functions (PR #12703) |

Contributes to #9943

This pull request refactors and improves the implementation of the Monte Carlo estimation functions:

Refactors functions to return values instead of printing, improving testability. Adds missing type hints. Renames function function_to_integrate to the more descriptive semicircle_function. Clarifies docstrings. Adds doctests for each function: pi_estimator area_under_curve_estimator area_under_line_estimator_check pi_estimator_using_area_under_curve

All doctests pass using python3 -m doctest -v path/to/file.py

You can view, comment on, or merge this pull request online at:

https://github.com/TheAlgorithms/Python/pull/12703

Commit Summary bcce276 Refactor Monte Carlo estimation functions and add doctest 87a5587 cleanup: Remove unused script stub File Changes

(1 file)

Mmaths/monte_carlo.py (192) Patch Links: https://github.com/TheAlgorithms/Python/pull/12703.patch https://github.com/TheAlgorithms/Python/pull/12703.diff

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