feat: update examples with NPP plots, update bioma figure 4 logic and visualisation#28

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Commits on Apr 27, 2026

feat: add scripts for number partitioning visualization and metrics analysis to examples
pFornagiel
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feat: refactor fig4.py to use matplotlib for 3D visualizations and merge plots into a single image
pFornagiel
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refactor: simplify phase transition sweep script and update output figure naming
pFornagiel
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feat: update figures for optimization visualizations and add new images for Ackley, Griewank, and Schwefel functions
pFornagiel
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refactor: clean up comments and improve clarity in plot_metrics.py
pFornagiel
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refactor: remove unused line in plot_metrics.py for cleaner code
pFornagiel
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refactor: update import statements and improve layout settings in number partitioning scripts
pFornagiel
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