shap

Maintained by k-dense-ai

Explain and audit machine-learning predictions with SHAP. Use for selecting SHAP explainers and maskers, computing and validating feature attributions, handling multi-output explanations, and producing local or global SHAP visualizations.

Current version: Unknown
License: MIT
Network access: Unknown / not assessed
Review status: Not verified

Problem it solves

This catalog entry helps users find and evaluate shap for the task described by its available catalog summary. Confirm the exact scope in the linked original source when one is available.

When to use it

Consider shap when its available catalog summary matches the task at hand. When available, review the linked original source before use for precise instructions, requirements, and limitations.

shap is listed as an agent skill in RefHub. The listed maintainer is k-dense-ai. The available catalog summary is: Explain and audit machine-learning predictions with SHAP. Use for selecting SHAP explainers and maskers, computing and validating feature attributions, handling multi-output explanations, and producing local or global SHAP visualizations. When available, review the linked original source for exact usage instructions, required tools, and limitations.

Installation and updates

These commands are displayed for copying only and are never executed on RefHub servers. Review the linked upstream source before running them.

Install command

npx skills add k-dense-ai/scientific-agent-skills --skill shap -y

Agent compatibility

No compatibility test has been recorded

Do not assume agent compatibility until documented test evidence is available.