mechinterp-validation-suite
CommunityValidate interpretations with reproducible tests.
Education & Research#robustness#validate#reproducibility#interpretability#mechinterp#split-half#shuffle-null
Authorcesaregarza
Version1.0.0
Installs0
System Documentation
What problem does it solve?
The MechInterp Validation Suite provides rigorous credibility checks for feature interpretations by running split-half stability assessments and shuffle-null tests to distinguish true signals from noise.
Core Features & Use Cases
- Split-half stability analysis to quantify consistency of interpretation signals across data splits.
- Shuffle-null testing to assess statistical significance of observed patterns.
- Automated validation reporting and easy integration with a research state's progression system.
Quick Start
Run the validation suite for a target feature by providing a spec and executing the mechinterp runner.
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: mechinterp-validation-suite Download link: https://github.com/cesaregarza/SplatNLP/archive/main.zip#mechinterp-validation-suite Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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