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InterpretDL v0.8.0 Release

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@holyseven holyseven released this 15 Dec 13:27
· 31 commits to master since this release

We release the version 0.8.0 of InterpretDL, with new features as follows:

  • Add new trustworthiness/faithfulness evaluation metrics. Infidelity is added. NLP tasks are supported too.
  • TransformerInterpreters support models that may have global pooling at end.
  • Add SmoothGradNLPInterpreter.
  • General compatibility.

Depreciation:

  • use_cuda is removed. Use device.
  • _paddle_prepare is removed. Use _build_predict_fn.

We have two more papers got accepted by AAAI'23 and Artificial Intelligence respectively. See implementations at G-LIME and TrainingDynamics.