shap

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.

Install

KitScout test notes

Not tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.

Similar tools

• reverse-engineer-anything 456,653 ★
  Reverse engineer native, managed, Electron/JavaScript, packaged, firmware, and browser targets with REA, and b
• scaffold-exercises 323,485 ★
  Create exercise directory structures with sections, problems, solutions, and explainers that pass linting. Use
• wait-what 323,485 ★
  Stop. That last message did not land: re-pitch it.
• template-skill 193,970 ★
  Replace with description of the skill and when Claude should use it.
• ponytail-debt 190,107 ★
  List every `shortcut:` comment (and older `ponytail:` ones) as a debt ledger. One-shot report, changes nothing