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Replace PySwarms sections with LBFGS in search guides and tutorials. Remove config blocks for removed searches. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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Apr 9, 2026
…t-pyswarms Remove UltraNest and PySwarms references
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Summary
Remove UltraNest and PySwarms references following their removal from PyAutoFit. Replaces PySwarms sections with LBFGS in tutorials and guides.
Scripts Changed
scripts/howtogalaxy/chapter_optional/tutorial_searches.py— replaced PySwarms PSO section with LBFGS descriptionscripts/guides/modeling/searches.py— replaced PySwarms section with LBFGSscripts/guides/plot/examples/searches.py— removed PySwarms plotting sectionnest.yaml,mle.yamlUpstream PR
PyAutoLabs/PyAutoFit#1191
Test Plan
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