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.
Frequently asked
- What is salesforce/OmniXAI?
- Salesforce's Python library for explainable AI providing omni-way interpretability tools for ML models.
- Is OmniXAI open source?
- Yes — salesforce/OmniXAI is open source, released under the BSD-3-Clause license.
- What language is OmniXAI written in?
- salesforce/OmniXAI is primarily written in Jupyter Notebook.
- How popular is OmniXAI?
- salesforce/OmniXAI has 969 stars on GitHub.
- Where can I find OmniXAI?
- salesforce/OmniXAI is on GitHub at https://github.com/salesforce/OmniXAI.