convention-reproducibility
CommunityReproducible experiments with seeds and traces.
Data & Analytics#git#reproducibility#version-control#environment-info#random-seed#experiment-traceability
AuthorsunLeee
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Establishes reproducibility conventions for data analysis and experimentation.
Core Features & Use Cases
- Seed control: Fix random seeds across libraries to ensure identical results.
- Dependency & environment tracking: Pin versions and record system details for complete replayability.
- Audit-ready reports: Generate reproducibility metadata accompanying analyses and experiments.
Quick Start
Set a fixed seed, record environment details, and version dependencies to reproduce results.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: convention-reproducibility Download link: https://github.com/sunLeee/optimization/archive/main.zip#convention-reproducibility Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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