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  1. Home
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  3. /shap/shap
Read original ↗
repoGitHubTrust 82 · PrimaryPublished 1mo agoLive · 1mo ago

shap/shap

A game theoretic approach to explain the output of any machine learning model.

Lineage graph

Paper → model → repo connections mined from source citations (Tier-1 exact match).

Why these links exist

Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.

  • PossiblePossibly related (embedding) · 53%Robust Strategic Classification under Decision-Dependent Cost Uncertainty →
  • PossiblePossibly related (embedding) · 50%Triadic Werewolf: A Jester Role for Multi-Hop Theory of Mind in LLMs →
  • PossiblePossibly related (embedding) · 48%Inference →
  • PossiblePossibly related (embedding) · 48%Reliability, Faithfulness, and the Limits of Post-hoc Explanations of Opaque Scientific Models →
  • PossiblePossibly related (embedding) · 47%General Intuition’s $2.3B bet that video games can train AI agents for the real world →
  • PossiblePossibly related (embedding) · 47%Fun Game - https://numdle-game.pages.dev/ [P] →
  • PossiblePossibly related (embedding) · 48%Paradoxes of Game Theoretic Equilibria and Price of Anarchy →

Implements

paperRobust Strategic Classification under Decision-Dependent Cost UncertaintypaperTriadic Werewolf: A Jester Role for Multi-Hop Theory of Mind in LLMspaperReliability, Faithfulness, and the Limits of Post-hoc Explanations of Opaque Scientific Models

Related to

glossary_termInference

Covers

newsGeneral Intuition’s $2.3B bet that video games can train AI agents for the real worldnewsFun Game - https://numdle-game.pages.dev/ [P]

Implements (incoming)

paperParadoxes of Game Theoretic Equilibria and Price of Anarchy

Related across the graph

paperTriadic Werewolf: A Jester Role for Multi-Hop Theory of Mind in LLMspaperRobust Strategic Classification under Decision-Dependent Cost UncertaintynewsGeneral Intuition’s $2.3B bet that video games can train AI agents for the real worldnewsFun Game - https://numdle-game.pages.dev/ [P]paperReliability, Faithfulness, and the Limits of Post-hoc Explanations of Opaque Scientific Modelsglossary_termInferencepaperParadoxes of Game Theoretic Equilibria and Price of Anarchy
Knowledge path·PTriadic Werewolf: A Jester Role for Multi-Hop Theory of Mind in LLMs→PRobust Strategic Classification under Decision-Dependent Cost Uncertainty→NGeneral Intuition’s $2.3B bet that video games can train AI agents for the real world→Rshap/shap

Topics

deep-learningexplainabilitygradient-boostinginterpretabilitymachine-learningshapshapley

Explore

Search similar →Knowledge graph →All repos →Full intelligence feed →
Maintenance78
RIS93GitHub verified
Graph trust82Primary
Graph score25626