testland/alibi-explainability
Generates model explanations with Alibi Explain - Anchors, Integrated Gradients, Kernel/Tree SHAP, ALE, Counterfactual Instances. Wires explainer.fit + explainer.explain into model-evaluation pipelines so that every flagged prediction ships with a "why" record auditors can reason about. Use when a model decision must be explainable to an auditor, regulator, or affected user, or when a support team cannot answer why a specific prediction was made.
75
Quality
94%
Does it follow best practices?
Run evals on this skill
Adds up to 20 points to the overall score
View guide
Securityby
Passed
No findings from the security scan
tile.json
{
"name": "testland/alibi-explainability",
"version": "1.3.4",
"summary": "Generates model explanations with Alibi Explain - Anchors, Integrated Gradients, Kernel/Tree SHAP, ALE, Counterfactual Instances. Wires explainer.fit + explainer.explain into model-evaluation pipelines so that every flagged prediction ships with a \"why\" record auditors can reason about. Use when a model decision must be explainable to an auditor, regulator, or affected user, or when a support team cannot answer why a specific prediction was made.",
"private": false,
"skills": {
"alibi-explainability": {
"path": "SKILL.md"
}
}
}