alibi_detect.od.pytorch package

Submodules

• alibi_detect.od.pytorch.base module
  • TorchOutlierDetector
    • TorchOutlierDetector.check_threshold_inferred()
    • TorchOutlierDetector.infer_threshold()
    • TorchOutlierDetector.predict()
    • TorchOutlierDetector.score()
    • TorchOutlierDetector.threshold
    • TorchOutlierDetector.threshold_inferred
  • TorchOutlierDetectorOutput
    • TorchOutlierDetectorOutput.instance_score
    • TorchOutlierDetectorOutput.is_outlier
    • TorchOutlierDetectorOutput.p_value
    • TorchOutlierDetectorOutput.threshold
    • TorchOutlierDetectorOutput.threshold_inferred
    • TorchOutlierDetectorOutput.to_numpy()
  • to_numpy()
• alibi_detect.od.pytorch.ensemble module
  • AverageAggregator
    • AverageAggregator.__init__()
    • AverageAggregator.transform()
  • BaseTransformTorch
    • BaseTransformTorch.__init__()
    • BaseTransformTorch.forward()
    • BaseTransformTorch.transform()
  • Ensembler
    • Ensembler.__init__()
    • Ensembler.fit()
    • Ensembler.transform()
  • FitMixinTorch
    • FitMixinTorch.check_fitted()
    • FitMixinTorch.fit()
    • FitMixinTorch.fitted
  • MaxAggregator
    • MaxAggregator.__init__()
    • MaxAggregator.transform()
  • MinAggregator
    • MinAggregator.__init__()
    • MinAggregator.transform()
  • PValNormalizer
    • PValNormalizer.__init__()
    • PValNormalizer.fit()
    • PValNormalizer.transform()
  • ShiftAndScaleNormalizer
    • ShiftAndScaleNormalizer.__init__()
    • ShiftAndScaleNormalizer.fit()
    • ShiftAndScaleNormalizer.transform()
  • TopKAggregator
    • TopKAggregator.__init__()
    • TopKAggregator.transform()
• alibi_detect.od.pytorch.gmm module
  • GMMTorch
    • GMMTorch.__init__()
    • GMMTorch.ensemble
    • GMMTorch.fit()
    • GMMTorch.format_fit_kwargs()
    • GMMTorch.forward()
    • GMMTorch.score()
• alibi_detect.od.pytorch.knn module
  • KNNTorch
    • KNNTorch.__init__()
    • KNNTorch.fit()
    • KNNTorch.forward()
    • KNNTorch.score()
• alibi_detect.od.pytorch.mahalanobis module
  • MahalanobisTorch
    • MahalanobisTorch.__init__()
    • MahalanobisTorch.ensemble
    • MahalanobisTorch.fit()
    • MahalanobisTorch.forward()
    • MahalanobisTorch.score()
• alibi_detect.od.pytorch.pca module
  • KernelPCATorch
    • KernelPCATorch.__init__()
    • KernelPCATorch.compute_kernel_mat()
  • LinearPCATorch
    • LinearPCATorch.__init__()
  • PCATorch
    • PCATorch.__init__()
    • PCATorch.ensemble
    • PCATorch.fit()
    • PCATorch.forward()
    • PCATorch.score()