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This repository was archived by the owner on Sep 22, 2025. It is now read-only.

Intel® Explainable AI Tools v1.3.0

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@mitalipo mitalipo released this 02 Apr 21:55
· 4 commits to main since this release

What's Changed

  • Updated Python Dependencies to the latest compatible versions to support Python versions 3.10 and 3.11.
  • Added support for five more datasets in the Toxicity Detection Model Benchmarking Script on BeaverTails, OpenAI Moderation, SurgeAI Toxicity, ToxicChat, ToxiGen, and XSTest
    datasets with additional support of Xeon CPU along with the previous Gaudi 2 accelerator support.
  • Replace Gaudi trainer with Habana torch for Gaudi 2 accelerator inference in Toxicity Detection Benchmarking Script.
  • Separated targets with Separate virtual environments in Makefile to prevent dependency conflicts and streamline the package installation during usage of Poetry.

Jupyter Notebooks

Bug fixes

  • Enhanced model path compatibility with Keras updates and optimized dimension swapping in shap_values for DeepExplainer and GradientExplainer, including updated unittests.

Validated configuration

  • Ubuntu 22.04/24.04 LTS
  • Python 3.10, 3.11
  • PyTorch 2.5.1
  • TensorFlow-cpu 2.17.1
  • Torchvision 0.20.1
  • TensorFlow Hub 0.16.1

Known limitations

Intel® Explainable AI Tools is only supported on Linux

GitHub pages:

https://intel.github.io/intel-xai-tools/v1.3.0/