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hops-eda-checklist

Official

Streamline your EDA planning and review with a comprehensive checklist.

Data & Analytics#checklist#data analysis#EDA#model preparation#Hopsworks
Authorlogicalclocks
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill provides a systematic approach to planning and reviewing exploratory data analysis (EDA) for feature-view training data in Hopsworks, ensuring thoroughness and reducing the risk of crucial issues being overlooked.

Core Features & Use Cases

  • Comprehensive EDA Guidelines: Offers a detailed checklist covering dataset profiling, target analysis, per-feature analysis, and leakage detection.
  • Pre-training Support: Designed to be used before model training to catch silent failures like label leakage and train/test contamination.
  • Reference Companion: Serves as a companion to the 'hops-eda' action skill, providing a structured approach to EDA planning.

Quick Start

Review the 'hops-eda-checklist' Skill to plan your EDA and ensure you've considered all critical aspects before training your model.

Dependency Matrix

Required Modules

None required

Components

scriptsreferences

💻 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: hops-eda-checklist
Download link: https://github.com/logicalclocks/hopsworks-api/archive/main.zip#hops-eda-checklist

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