ds-utils-xai
CommunityExplain ML models with clear XAI visuals.
Data & Analytics#visualization#graphviz#explainability#interpretability#feature-importance#tree-models
Authoridanmoradarthas
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Provide clear interpretability for machine learning models by visualizing how features influence decisions and by rendering tree structures from Graphviz DOT representations to aid model auditing and stakeholder communication.
Core Features & Use Cases
- Feature importance visualization for tree-based models to identify influential features.
- DOT-based decision-tree rendering to illustrate model structure and decision rules.
- Use cases include model auditing, feature engineering, and transparent reporting for regulatory requirements.
Quick Start
Visualize feature importances and render a DOT tree from your trained model to obtain interpretable visuals.
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: ds-utils-xai Download link: https://github.com/idanmoradarthas/DataScienceUtils/archive/main.zip#ds-utils-xai Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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