shap
Model interpretability and explainability using SHAP (SHapley Additive exPlanations). Use this skill when explaining machine learning model predictions, computing feature importance, generating SHAP plots (waterfall, beeswarm, bar, scatter, force, heatmap), debugging models, analyzing model bias or fairness, comparing models, or implementing explainable AI. Works with tree-based models (XGBoost, LightGBM, Random Forest), deep learning (TensorFlow, PyTorch), linear models, and any black-box model
Third-Party Agent Skill: Review the code before installing. Agent skills execute in your AI assistant's environment and can access your files. Learn more about security
Installation for Agentic Skill
View all platforms →skilz install davila7/claude-code-templates/shap skilz install davila7/claude-code-templates/shap --agent opencode skilz install davila7/claude-code-templates/shap --agent codex skilz install davila7/claude-code-templates/shap --agent gemini
First time? Install Skilz: pip install skilz
Works with 14 AI coding assistants
Cursor, Aider, Copilot, Windsurf, Qwen, Kimi, and more...
Extract and copy to ~/.claude/skills/ then restart Claude Desktop
git clone https://github.com/davila7/claude-code-templates cp -r claude-code-templates/cli-tool/components/skills/scientific/shap ~/.claude/skills/ Need detailed installation help? Check our platform-specific guides:
Related Agentic Skills
shap
by MicrockModel interpretability and explainability using SHAP (SHapley Additive exPlanations). Use this skill when explaining machine learning model prediction...
explaining-machine-learning-models
by jeremylongshore| This skill enables Claude to provide interpretability and explainability for machine learning models. It is triggered when the user requests explana...
building-classification-models
by jeremylongshore| This skill enables Claude to construct and evaluate classification models using provided datasets or specifications. It leverages the classification...
training-machine-learning-models
by jeremylongshore| This skill trains machine learning models using automated workflows. It analyzes datasets, selects appropriate model types (classification, regressi...
Agentic Skill Details
- Repository
- claude-code-templates
- Type
- Non-Technical
- Meta-Domain
- general
- Primary Domain
- general
- Sub-Domain
- learning model skill
- Market Score
- 33.0
Browse Category
More general Agentic SkillsReport Security Issue
Found a security vulnerability in this agent skill?