shapiq and cf-shap
ShapIQ provides a general-purpose library for computing various Shapley value variants and interactions, while Counterfactual SHAP extends SHAP specifically with counterfactual reasoning—making them complements that address different aspects of Shapley-based feature importance (breadth vs. specialized methodology).
Maintenance
20/25
Adoption
21/25
Maturity
25/25
Community
15/25
Maintenance
0/25
Adoption
6/25
Maturity
9/25
Community
17/25
Stars: 695
Forks: 48
Downloads: 17,129
Commits (30d): 16
Language: Python
License: MIT
Stars: 21
Forks: 8
Downloads: —
Commits (30d): 0
Language: HTML
License: Apache-2.0
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About shapiq
mmschlk/shapiq
Shapley Interactions and Shapley Values for Machine Learning
About cf-shap
jpmorganchase/cf-shap
Counterfactual SHAP: a framework for counterfactual feature importance
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