
Worked on the pymc-labs/pymc-marketing repository, delivering targeted improvements to both documentation and model visualization workflows. Updated the documentation for the MMM module by integrating a new graphviz method directly within the MMM object, replacing previous direct PyMC graphviz calls to streamline and clarify the visualization of model structures. Addressed a rendering issue in the LinearTrend model by adding a practical code block example, enhancing the clarity and usability of plotting the curve HDI and samples. Leveraged Python and Jupyter Notebooks to ensure documentation is both accessible and technically robust, with a focus on clear communication and reproducible model insights.
Month 2024-11: Focused delivery in pymc-marketing with two high-impact updates that improve documentation clarity and visualization reliability.
Month 2024-11: Focused delivery in pymc-marketing with two high-impact updates that improve documentation clarity and visualization reliability.

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