DALEX and AIX360
DALEX and AIX360 are complements—DALEX specializes in model-agnostic post-hoc explanations (SHAP, PD, ICE) while AIX360 provides a broader toolkit including counterfactual explanations, adversarial robustness testing, and bias detection, allowing practitioners to apply multiple explanation paradigms to the same model.
Maintenance
10/25
Adoption
21/25
Maturity
25/25
Community
21/25
Maintenance
0/25
Adoption
18/25
Maturity
25/25
Community
24/25
Stars: 1,458
Forks: 171
Downloads: 35,110
Commits (30d): 0
Language: Python
License: GPL-3.0
Stars: 1,767
Forks: 328
Downloads: 2,192
Commits (30d): 0
Language: Python
License: Apache-2.0
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Stale 6m
About DALEX
ModelOriented/DALEX
moDel Agnostic Language for Exploration and eXplanation
About AIX360
Trusted-AI/AIX360
Interpretability and explainability of data and machine learning models
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