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Hajime Takeda (Jimmy)

PROFILE

Hajime Takeda (jimmy)

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.

Overall Statistics

Feature vs Bugs

50%Features

Repository Contributions

2Total
Bugs
1
Commits
2
Features
1
Lines of code
13
Activity Months1

Work History

November 2024

2 Commits • 1 Features

Nov 1, 2024

Month 2024-11: Focused delivery in pymc-marketing with two high-impact updates that improve documentation clarity and visualization reliability.

Activity

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Quality Metrics

Correctness100.0%
Maintainability100.0%
Architecture100.0%
Performance100.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

Jupyter NotebookPython

Technical Skills

DocumentationJupyter NotebooksModel VisualizationPython

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

pymc-labs/pymc-marketing

Nov 2024 Nov 2024
1 Month active

Languages Used

Jupyter NotebookPython

Technical Skills

DocumentationJupyter NotebooksModel VisualizationPython