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XAI 2.0.0

XAI 2.0.0 Release Notes

Major Features and Improvements

  • [BETA] Adds PseudoLinearCoef global explainer.
  • [BETA] Adds mindspore_xai.visual.cv saliency visualizations.

XAI 1.8.1 Release Notes

Major Features and Improvements

  • [STABLE] Renames mindspore_xai.explanation to mindspore_xai.explainer.
  • [STABLE] Renames mindspore_xai.explanation.OoDNet to mindspore_xai.tool.cv.OoDNet.
  • [STABLE] Removes MindInsight visualization interface mindspore_xai.runner.
  • [BETA] Adds LIMETabular explainer.
  • [BETA] Adds SHAPKernel and SHAPGradient explainer.
  • [BETA] Adds TabSim data simulator.
  • [BETA] Adds TB-Net whitebox recommendation model.

XAI 1.5.0 Release Notes

Major Features and Improvements

  • [STABLE] Enhances OoDNet error handling on receiving invalid feature tensor from the underlying.
  • [BUGFIX] Fixes format issues on README.md and README_CN.md.

XAI 1.4.0 Release Notes

Major Features and Improvements

  • [STABLE] Supports image classification models.
  • [STABLE] Includes 7 explanation methods, 4 benchmarking methods and a counterfactual method.
  • [STABLE] Provides high-level API that generates summary files for MindInsight.