stan-dev/bayesplot
Mar 2026 – Apr 2026
2 Months active
Languages Used
R
Technical Skills
R programmingdata analysisdata visualizationdependency managementggplot2package development
ishaan-arora-1
PROFILE
Ishaan-arora-1
Worked on the stan-dev/bayesplot repository to modernize and streamline Bayesian data visualization workflows in R. Over two months, updated the grid lines API to align with current ggplot2 standards, introduced a careful deprecation path for parameter changes, and stabilized documentation and tests for reproducibility. Enhanced usability by enabling direct support for posterior::draws objects in posterior predictive checks, reducing manual data conversion and improving consistency with MCMC workflows. Focused on robust dependency management, package development, and statistical modeling, while maintaining comprehensive documentation and unit testing to ensure reliability and ease of adoption for users working with Bayesian analysis in R.
Overall Statistics
Feature vs Bugs
80%Features
Repository Contributions
16Total
Bugs
1
Commits
16
Features
4
Lines of code
113,029
Activity Months2
Your Network
11 peopleShared Repositories
11
Work History
April 2026
2 Commits • 1 Features
Apr 1, 2026April 2026 (2026-04) monthly summary for stan-dev/bayesplot. Focus this month was on improving usability and consistency of PPC/PPD workflows by enabling direct usage of posterior::draws objects and aligning the validation path with the MCMC handling. This reduces user friction, minimizes manual data coercion, and smooths the path from draw objects to predictive checks.
2 Commits • 1 Features
Apr 1, 2026April 2026 (2026-04) monthly summary for stan-dev/bayesplot. Focus this month was on improving usability and consistency of PPC/PPD workflows by enabling direct usage of posterior::draws objects and aligning the validation path with the MCMC handling. This reduces user friction, minimizes manual data coercion, and smooths the path from draw objects to predictive checks.
April 2026
March 2026
14 Commits • 3 Features
Mar 1, 2026Concise monthly summary for stan-dev/bayesplot (2026-03): Implemented API modernization for grid lines with a careful deprecation path, improved compatibility with ggplot2 standards, and stabilized documentation and tests to support reliable user adoption and reproducible visuals.
March 2026
14 Commits • 3 Features
Mar 1, 2026Concise monthly summary for stan-dev/bayesplot (2026-03): Implemented API modernization for grid lines with a careful deprecation path, improved compatibility with ggplot2 standards, and stabilized documentation and tests to support reliable user adoption and reproducible visuals.
Activity
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Quality Metrics
Correctness100.0%
Maintainability93.6%
Architecture95.0%
Performance96.4%
AI Usage21.2%
Skills & Technologies
Programming Languages
R
Technical Skills
Bayesian statisticsR programmingdata analysisdata visualizationdependency managementdocumentationggplot2package developmentpackage managementstatistical modelingunit testing
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