home/categories/architecture-patterns/anton-abyzov-specweave-plugins-specweave-ml-skills-model-explainer-skill-md
architecture-patternsdevelopment

model-explainer

Model interpretability and explainability using SHAP, LIME, feature importance, and partial dependence plots. Activates for "explain model", "model interpretability", "SHAP", "LIME", "feature importance", "why prediction", "model explanation". Generates human-readable explanations for model predictions, critical for trust, debugging, and regulatory compliance.

anton-abyzov
maintainer
anton-abyzov
Обновлено 1/20/2026
Звёзды
23
Форки
3
quick start

Installation and usage

Model interpretability and explainability using SHAP, LIME, feature importance, and partial dependence plots. Activates for "explain model", "model interpretability", "SHAP", "LIME", "feature importance", "why prediction", "model explanation". Generates human-readable explanations for model predictions, critical for trust, debugging, and regulatory compliance.

Установка
$ install --globalskills.sh
Использование

После установки вы можете использовать этот skill, выполнив следующую команду в терминале:

skills use model-explainer