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v0.6.1
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@arnaudvl arnaudvl released this 26 Apr 10:46
· 399 commits to master since this release
v0.6.1
dc0a190

v0.6.1 (2021-04-26)

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Added

  • Classification and regression model uncertainty drift detectors for both PyTorch and TensorFlow models: from alibi_detect.cd import ClassifierUncertaintyDrift, RegressorUncertaintyDrift.
  • Return p-values for ClassifierDrift detectors using either a KS test on the classifier's probabilities or logits. The model predictions can also be binarised and a binomial test can be applied.
  • Allow unseen categories in the test batches for the categorical and tabular drift detectors: from alibi_detect.cd import ChiSquareDrift, TabularDrift.
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