what-if-tool
OfficialExplore model behavior visually.
Data & Analytics#compliance#model interpretability#what-if analysis#EU AI Act#AI fairness#visual interface
AuthorDTMC-marketplace
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill provides an interactive visual interface to understand and explore the behavior of machine learning models, enabling deeper insights and compliance checks.
Core Features & Use Cases
- Model Exploration: Visualize model predictions and understand how they change across different data slices.
- Counterfactual Analysis: Test "what-if" scenarios to see how input changes affect model outputs.
- Fairness Evaluation: Assess model fairness metrics and identify potential biases.
- Use Case: A data scientist can use this tool to investigate why a loan application model denied a specific applicant by adjusting their financial parameters and observing the model's response.
Quick Start
Use the what-if-tool skill to assess compliance with Art. 13 requirements for the current AI system.
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: what-if-tool Download link: https://github.com/DTMC-marketplace/governance/archive/main.zip#what-if-tool Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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