fitting
CommunityEnd-to-end reflectivity fitting and model evaluation.
Authormdoucet
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Automates the end-to-end fitting workflow for reflectivity data, enabling rapid fitting of combined data to a model, assessment of fit quality, and iterative model refinement.
Core Features & Use Cases
- Run fits: fit combined data to theoretical models and produce parameter estimates.
- Assess results: evaluate chi-squared, parameter uncertainties, and generate plots/reports.
- Iterate models: create temporary models and re-fit to improve quality; supports widening bounds and refining parameters.
- Use Case: Apply to several measurement sets to compare competing models and generate a consolidated report.
Quick Start
Provide a data file and a model specification, then run the full fitting workflow to obtain results and a report.
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: fitting Download link: https://github.com/mdoucet/analyzer/archive/main.zip#fitting Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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