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Pull Request Overview

This PR adds a progress plotting feature for single-process hill climbing optimizations. Users can now specify a plot_progress parameter to automatically generate and display scatter plots at regular intervals during long-running optimizations.

  • Adds plot_progress parameter to HillClimber.__init__() for periodic plotting
  • Implements plot_progress_check() method with Jupyter notebook support
  • Updates version to 0.1.8 across all relevant files

Reviewed Changes

Copilot reviewed 9 out of 9 changed files in this pull request and generated 2 comments.

Show a summary per file
File Description
pyproject.toml Version bump to 0.1.8
hill_climber/init.py Version bump to 0.1.8
hill_climber/optimizer.py Adds plot_progress parameter, implements plot_progress_check() method, integrates plotting into climb() method, passes None to parallel workers to disable plotting
docs/source/user_guide.rst Documents plot_progress parameter with usage notes and limitations
docs/source/quickstart.rst Adds monitoring progress section with example code
docs/source/installation.rst Relocates and updates installation verification example
docs/source/conf.py Version bump to 0.1.8
docs/source/advanced.rst Adds comprehensive progress monitoring section with use cases and notes
CITATION.cff Version bump to 0.1.8

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Pull Request Overview

Copilot reviewed 9 out of 9 changed files in this pull request and generated 1 comment.


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Pull Request Overview

Copilot reviewed 9 out of 9 changed files in this pull request and generated 2 comments.


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Pull Request Overview

Copilot reviewed 9 out of 9 changed files in this pull request and generated 1 comment.


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@gperdrizet gperdrizet merged commit 0553a31 into main Nov 15, 2025
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