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  • Overview
  • Getting Started
  • Algorithm Overview
  • Saving and Loading
  • Detector Configuration Files
  • Outlier Detection
    • Methods
    • Examples
      • AE outlier detection on CIFAR10
      • AEGMM and VAEGMM outlier detection on KDD Cup ‘99 dataset
      • Isolation Forest outlier detection on KDD Cup ‘99 dataset
      • Likelihood Ratio Outlier Detection on Genomic Sequences
      • Likelihood Ratio Outlier Detection with PixelCNN++
      • Mahalanobis outlier detection on KDD Cup ‘99 dataset
      • Time-series outlier detection using Prophet on weather data
      • Seq2Seq time series outlier detection on ECG data
      • Time series outlier detection with Seq2Seq models on synthetic data
      • Time series outlier detection with Spectral Residuals on synthetic data
      • VAE outlier detection for income prediction
      • VAE outlier detection on CIFAR10
      • VAE outlier detection on KDD Cup ‘99 dataset
  • Drift Detection
  • Adversarial Detection
  • Deployment
  • Datasets
  • Models
  • Bibliography
  • API Reference
    • alibi_detect.ad
    • alibi_detect.base
    • alibi_detect.cd
    • alibi_detect.datasets
    • alibi_detect.exceptions
    • alibi_detect.models
    • alibi_detect.od
    • alibi_detect.saving
    • alibi_detect.utils
    • alibi_detect.version
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  1. Outlier Detection

Examples

AE outlier detection on CIFAR10chevron-rightAEGMM and VAEGMM outlier detection on KDD Cup ‘99 datasetchevron-rightIsolation Forest outlier detection on KDD Cup ‘99 datasetchevron-rightLikelihood Ratio Outlier Detection on Genomic Sequenceschevron-rightLikelihood Ratio Outlier Detection with PixelCNN++chevron-rightMahalanobis outlier detection on KDD Cup ‘99 datasetchevron-rightTime-series outlier detection using Prophet on weather datachevron-rightSeq2Seq time series outlier detection on ECG datachevron-rightTime series outlier detection with Seq2Seq models on synthetic datachevron-rightTime series outlier detection with Spectral Residuals on synthetic datachevron-rightVAE outlier detection for income predictionchevron-rightVAE outlier detection on CIFAR10chevron-rightVAE outlier detection on KDD Cup ‘99 datasetchevron-right
PreviousSequence-to-Sequence (Seq2Seq)chevron-leftNextAE outlier detection on CIFAR10chevron-right

Last updated 1 year ago

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