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ce-integration-compare

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Compare CE explanations with SHAP and LIME outputs.

Software Engineering#integration#comparison#adapter#shap#explanations#calibrated-explanations#lime
AuthorMoffran
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This guide helps CE users compare calibrated explanations with SHAP and LIME outputs and configure the calibrated-explanations integration adapters.

Core Features & Use Cases

  • Integration adapters wrap a calibrated explanations explainer to expose SHAP/LIME compatible outputs.
  • Side-by-side comparison of CE rules with SHAP/LIME attributions to aid debugging and interpretation.
  • Guidance for configuring adapters in CE pipelines and debugging common issues.

Quick Start

Configure the CE SHAP/LIME adapters and generate side-by-side explanations to compare their outputs.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

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Please help me install this Skill:
Name: ce-integration-compare
Download link: https://github.com/Moffran/calibrated_explanations/archive/main.zip#ce-integration-compare

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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