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interpretable-ml

Interpretable machine learning, model explainability, and XAI

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NeuralBlitz/Mito
Last source activity
March 22, 2026 at 13:29
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SKILL.md
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name
interpretable-ml
description
Interpretable machine learning, model explainability, and XAI
license
MIT
compatibility
opencode
metadata
{"audience":"researchers","category":"machine-learning"}
## What I do - Build interpretable models - Explain black-box models - Apply SHAP and LIME - Visualize model decisions ## When to use me When building explainable AI or interpreting ML models. ## Key Concepts - SHAP values - LIME - Feature importance - Partial dependence - Counterfactuals - Interpretable models - Model-agnostic methods
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