bioshape-analysis/blog
Oct 2024 – Dec 2024
2 Months active
Languages Used
BashBibTeXMarkdownPythonR
Technical Skills
Data AnalysisDependency ManagementDocumentationDocumentation ManagementGeomstatsImage Processing
Yuqi-eng
PROFILE
Yuqi-eng
Worked on the bioshape-analysis/blog repository to deliver a reproducible workflow for cell shape analysis, focusing on both technical documentation and robust build processes. Developed Quarto-based narratives detailing segmentation, preprocessing, and geometric analysis using Geomstats, with updated visuals and tested classification accuracy. Addressed kernel specification conflicts in QMD processing to ensure reliable rendering across environments and overhauled dependency management by updating requirements and introducing automated freeze commands. Leveraged Python and Bash for scripting and build automation, while emphasizing clear documentation and dependency traceability. These efforts improved reproducibility, onboarding, and collaboration, supporting rigorous scientific communication and ongoing project maintenance.
Overall Statistics
Feature vs Bugs
60%Features
Repository Contributions
9Total
Bugs
2
Commits
9
Features
3
Lines of code
1,824
Activity Months2
Your Network
14 peopleShared Repositories
14
Work History
December 2024
3 Commits • 2 Features
Dec 1, 2024December 2024 performance summary for bioshape-analysis/blog. Focused on delivering a reusable, well-documented workflow description and stabilizing the development environment. Key features delivered include an updated blog post detailing the cell shape analysis workflow (cell segmentation with squidpy, geometric analysis with Geomstats, and data preprocessing, alignment, and cross-sample shape comparison) with tested classification accuracy and refreshed visuals. Major build/dependency improvements included auto freeze behavior, a command to freeze dependencies to a file, and an overhauled requirements.txt to reflect updated packages. These efforts enhance reproducibility, onboarding, and collaboration, while enabling more rigorous scientific communication. Commits anchor the changes: b9b2a78218cf1013d6b8fe825b961c60176a456b, 53abb6a6fbcdf738d180c59c3089a5587374a818, 25c3b78666cf7bf7684367d02ffdc0d9c1bba58d.
3 Commits • 2 Features
Dec 1, 2024December 2024 performance summary for bioshape-analysis/blog. Focused on delivering a reusable, well-documented workflow description and stabilizing the development environment. Key features delivered include an updated blog post detailing the cell shape analysis workflow (cell segmentation with squidpy, geometric analysis with Geomstats, and data preprocessing, alignment, and cross-sample shape comparison) with tested classification accuracy and refreshed visuals. Major build/dependency improvements included auto freeze behavior, a command to freeze dependencies to a file, and an overhauled requirements.txt to reflect updated packages. These efforts enhance reproducibility, onboarding, and collaboration, while enabling more rigorous scientific communication. Commits anchor the changes: b9b2a78218cf1013d6b8fe825b961c60176a456b, 53abb6a6fbcdf738d180c59c3089a5587374a818, 25c3b78666cf7bf7684367d02ffdc0d9c1bba58d.
December 2024
October 2024
6 Commits • 1 Features
Oct 1, 2024Month: 2024-10 — Focused on delivering a robust, reproducible Shape Analysis narrative for bioshape-analysis/blog, stabilizing the blog pipeline, and enabling future maintenance. Highlights include a Quarto-based Shape Analysis Documentation and blog visuals, a kernel specification conflict resolution in QMD processing, and dependency/tooling updates to support ongoing development and documentation quality.
October 2024
6 Commits • 1 Features
Oct 1, 2024Month: 2024-10 — Focused on delivering a robust, reproducible Shape Analysis narrative for bioshape-analysis/blog, stabilizing the blog pipeline, and enabling future maintenance. Highlights include a Quarto-based Shape Analysis Documentation and blog visuals, a kernel specification conflict resolution in QMD processing, and dependency/tooling updates to support ongoing development and documentation quality.
Activity
Loading activity data...
Quality Metrics
Correctness86.8%
Maintainability86.8%
Architecture82.2%
Performance77.8%
AI Usage20.0%
Skills & Technologies
Programming Languages
BashBibTeXMarkdownPythonR
Technical Skills
Build ProcessData AnalysisData VisualizationDependency ManagementDocumentationDocumentation ManagementGeomstatsImage ProcessingMachine LearningQuartoRiemannian GeometryScientific ComputingTechnical Writing
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline