ce-alternatives-explore
CommunityExplore CE alternatives and counterfactuals
Data & Analytics#interaction#uncertainty#plotting#alternatives#counterfactuals#explainability#calibrated-explanations
AuthorMoffran
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Generate and interpret CE alternative and counterfactual explanations, including ensured filters and alternatives-specific plot workflows.
Core Features & Use Cases
- Explore alternative explanations with standard and guarded paths for production safety.
- Understand how feature changes can flip predictions using counterfactual rules and CE frameworks.
- Access reference API details and plot/ranking controls used in CE explanations.
Quick Start
Invoke the alternatives explorer on a query using the CE pipeline that has been fit and calibrated.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 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: ce-alternatives-explore Download link: https://github.com/Moffran/calibrated_explanations/archive/main.zip#ce-alternatives-explore Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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