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Sync python-scipy-cluster-optimize with the updated tutorial - #944
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realpython-bot merged 1 commit intoNov 14, 2026
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…entific Python: Using SciPy for Optimization Co-Authored-By: Claude Opus 5.5 <[email protected]>
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November 14, 2026 07:01
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Companion change for the maintenance update of the tutorial Scientific Python: Using SciPy for Optimization.
What changed
requirements.txtpinning the same versions as the updated article'sdependenciesfield (numpy==2.5.4,scipy==1.18.1, tested on Python 3.14).www.dt.fee.unicamp.br) no longer resolves, so the link now points to its Wayback Machine snapshot, matching the article fix. The three preprint PDF links on the same host are also dead and were left alone for a human to decide.Verification
cluster_sms_spam.py,minimize_scalar.py, andminimize_constrained.pyon Python 3.14 with the pinned requirements. All exit 0, and their output matches the updated article's output blocks.[email protected] format --checkand[email protected] checkboth pass.Article draft: https://realpython.com/pbjt/blog/post/2645/change/
Maintenance card: https://trello.com/c/Cr70lwF8
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