Notebook: Add multi-objective optimization notebook and update optimizer #1973
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Added a new notebook demonstrating multi-objective optimization with PyMC-Marketing. Refactored and updated budget optimizer and pytensor utilities to support multi-objective workflows. Enhanced related tests to cover new functionality and integration.
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Additional details and impacted files@@ Coverage Diff @@
## main #1973 +/- ##
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- Coverage 93.54% 93.46% -0.08%
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Files 67 67
Lines 8966 9025 +59
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+ Hits 8387 8435 +48
- Misses 579 590 +11 ☔ View full report in Codecov by Sentry. 🚀 New features to boost your workflow:
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cetagostini
requested review from
TeemuSailynoja,
timbo112711 and
williambdean
cetagostini
added
enhancement
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Notebook here: https://pymc-marketing--1973.org.readthedocs.build/en/1973/notebooks/mmm/mmm_multi_objective_optimization.html I'll added soon into gallery. |
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Description
Added a new notebook demonstrating multi-objective optimization with PyMC-Marketing. Refactored and updated budget optimizer and pytensor utilities to support multi-objective workflows. Enhanced related tests to cover new functionality and integration.
Solve a few issues which appear, now I'm testing the function.
Related Issue
Checklist
pre-commit.ci autofixto auto-fix.📚 Documentation preview 📚: https://pymc-marketing--1973.org.readthedocs.build/en/1973/