XAI-Lib
  • Overview
    • ✨ Features
    • 🛠️ Supported Explanation Methods
      • Tabular Data
      • Image Data
      • Text Data
      • Time Series Data
    • 📦 Installation
      • Install from PyPI
      • Install from Source
    • 🚀 Quick Start
    • 📖 Documentation
    • 🤝 Contributing
    • 👥 Authors & Contributors
    • 📄 License
    • Acknowledgments
    • 📧 Contact
  • Contributions & Help
    • Issue Reports
    • Documentation Improvements
    • Code Contributions
      • Submit an issue
      • Create an environment
      • Clone the repository
      • Implement your changes
      • Submit your contribution
      • Troubleshooting
    • Maintainer tasks
      • Releases
      • Deploying Documentation to ReadTheDocs
  • License
  • Authors
  • Changelog
    • Version 0.1
  • Module Reference
    • xailib package
      • Subpackages
        • xailib.data_loaders package
        • xailib.explainers package
        • xailib.metrics package
        • xailib.models package
      • Submodules
      • xailib.xailib_base module
        • Explainer
        • Explanation
      • xailib.xailib_image module
        • ImageExplainer
        • ImageExplanation
      • xailib.xailib_tabular module
        • TabularExplainer
        • TabularExplanation
      • xailib.xailib_text module
        • TextExplainer
        • TextExplanation
      • xailib.xailib_transparent_by_design module
        • Explainer
        • Explanation
      • xailib.xailib_ts module
        • TSExplainer
        • TSExplanation
      • Module contents
        • Main Modules
        • Quick Start
        • License
        • Acknowledgments
        • Explainer
        • Explanation
XAI-Lib
  • Overview: module code

All modules for which code is available

  • xailib.data_loaders.dataframe_loader
  • xailib.explainers.lime_explainer
  • xailib.explainers.lore_explainer
  • xailib.explainers.rise_explainer
  • xailib.explainers.shap_explainer_tab
  • xailib.models.bbox
  • xailib.models.keras_classifier_wrapper
  • xailib.models.keras_ts_classifier_wrapper
  • xailib.models.sklearn_classifier_wrapper
  • xailib.models.sklearn_ts_classifier_wrapper
  • xailib.xailib_base
  • xailib.xailib_image
  • xailib.xailib_tabular
  • xailib.xailib_text
  • xailib.xailib_transparent_by_design
  • xailib.xailib_ts

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