ce-data-preparation
CommunityPreprocess data for calibrated explanations.
Data & Analytics#encoding#validate#preprocess#categorical#missing-values#calibrated-explanations#mapping-export
AuthorMoffran
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Data scientists dealing with mixed-type inputs, NaNs, and categorical features often face calibration and explanation challenges. This skill validates and preprocesses inputs to ensure reliable calibration and explanations within CE pipelines.
Core Features & Use Cases
- Validate input shapes, types, and missing values across datasets.
- Automatically encode categorical features and manage mappings per ADR-002/ADR-009.
- Export/import preprocessing mappings for reuse across environments.
Quick Start
Preprocess a new dataset by validating shapes, encoding categoricals, and exporting the preprocessing mapping.
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: ce-data-preparation Download link: https://github.com/Moffran/calibrated_explanations/archive/main.zip#ce-data-preparation Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 223,000+ vetted skills library on demand.