1 repo
Awesome GitHub RepositoriesCausal Inference Tools
Methods for identifying cause-effect relationships in data.
Distinguishing note: Focuses on causality rather than simple feature importance attribution.
Explore 1 awesome GitHub repository matching artificial intelligence & ml · Causal Inference Tools. Refine with filters or upvote what's useful.
Awesome Causal Inference Tools GitHub Repositories
Find the best repos with AI.We'll search the best matching repositories with AI.
- shap/shap
shap/shap
25,049View on GitHubSHAP is an explainable AI toolkit that provides a game theoretic framework for interpreting machine learning model predictions. It functions as a feature attribution engine, decomposing model outputs into the sum of individual feature effects to clarify how specific input variables influence a final decision. By assigning importance values to these inputs, the library enables users to understand the logic behind complex predictive models. The project distinguishes itself through its versatility and specialized calculation methods. It operates as a model-agnostic diagnostic library, capable of
Provides insights into causal relationships within data to move beyond simple correlations.
Jupyter Notebookdeep-learningexplainabilitygradient-boosting
