
Worked on the xpsi-group/xpsi repository to integrate UltraNest sampling and enhance related documentation, focusing on usability and reproducibility for scientific workflows. Implemented installation guidance for Snellius HPC, improved API and tutorial materials, and ensured proper citation of UltraNest. Refactored step sampler initialization in Python and Jupyter Notebooks by removing redundant arguments and clarifying parameter descriptions, streamlining configuration and documentation. Developed and documented an initial PP-plot function, advancing post-processing capabilities with explicit multInest integration and clearer visualizations. Maintained the codebase by removing obsolete diagnostics files and cleaning up notebooks, contributing to improved maintainability and clarity for advanced statistical analysis tasks.
December 2024 monthly summary for xpsi-group/xpsi: Implemented UltraNest integration and documentation enhancements, including installation guidance for Snellius HPC, API/docs linking, UltraNest citation, and updated tutorials to showcase UltraNest usage. Refined step sampler initialization by removing redundant default arguments and clarifying parameter descriptions. Advanced PP-plot and post-processing workflow with explicit multInest integration, notebook cleanup, and clearer visualizations. Performed targeted maintenance, including removal of a redundant stepsampler diagnostics file, to streamline the codebase and improve maintainability. These efforts improve usability, reproducibility, and visibility of advanced sampling workflows.
December 2024 monthly summary for xpsi-group/xpsi: Implemented UltraNest integration and documentation enhancements, including installation guidance for Snellius HPC, API/docs linking, UltraNest citation, and updated tutorials to showcase UltraNest usage. Refined step sampler initialization by removing redundant default arguments and clarifying parameter descriptions. Advanced PP-plot and post-processing workflow with explicit multInest integration, notebook cleanup, and clearer visualizations. Performed targeted maintenance, including removal of a redundant stepsampler diagnostics file, to streamline the codebase and improve maintainability. These efforts improve usability, reproducibility, and visibility of advanced sampling workflows.

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