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salesforce/OmniXAI

Salesforce's Python library for explainable AI providing omni-way interpretability tools for ML models.

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OmniXAI is a machine-learning library for explainable AI that offers multiple explanation methods for understanding model predictions across different data modalities. It provides tools for computing feature importance, counterfactual explanations, and model-agnostic interpretability. The library includes integration with ChatGPT for generating human-readable explanations based on SHAP and MACE analysis results.

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