t-kist/Bayesian-Statistics-for-Astrophysics-2024
Dec 2024 – Dec 2024
1 Month active
Languages Used
Jupyter NotebookPython
Technical Skills
Bayesian InferenceData AnalysisData VisualizationDocumentationJupyter NotebookMatplotlib
[MaraWB]
PROFILE
[marawb]
During December 2024, MaraWB enhanced the Bayes24 Jupyter notebooks in the t-kist/Bayesian-Statistics-for-Astrophysics-2024 repository, focusing on Bayesian analysis workflows for astrophysics. MaraWB implemented a Poisson data example and introduced grid-search guidance, improving both the clarity and reproducibility of the notebooks. The work involved cleaning code cells, updating execution counts, and refining LaTeX formatting to standardize outputs. Progress visualization was added using tqdm, supporting more transparent experiment tracking. Leveraging Python, NumPy, and Matplotlib, MaraWB’s contributions reduced technical debt and prepared the notebooks for broader adoption, enabling faster onboarding and more repeatable scientific computing experiments for future collaborators.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
3Total
Bugs
0
Commits
3
Features
1
Lines of code
1,060
Activity Months1
Your Network
15 peopleSame Organization
@users.noreply.github.com]4
Work History
December 2024
3 Commits • 1 Features
Dec 1, 2024Concise monthly summary for 2024-12 focused on delivering high-value notebook features for Bayesian analysis in astrophysics, with improvements to the Bayes24 notebooks and preparation for broader adoption.
3 Commits • 1 Features
Dec 1, 2024Concise monthly summary for 2024-12 focused on delivering high-value notebook features for Bayesian analysis in astrophysics, with improvements to the Bayes24 notebooks and preparation for broader adoption.
December 2024
Activity
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Quality Metrics
Correctness86.6%
Maintainability86.6%
Architecture80.0%
Performance73.4%
AI Usage20.0%
Skills & Technologies
Programming Languages
Jupyter NotebookPython
Technical Skills
Bayesian InferenceData AnalysisData VisualizationDocumentationJupyter NotebookMatplotlibNumPyPythonSciPyScientific ComputingTechnical Writing
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