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Overview

  • Getting Started
  • Algorithm Overview
  • Saving and loading
  • Roadmap

Outlier Detection

  • Methods
    • Mahalanobis Distance
    • Isolation Forest
    • Variational Auto-Encoder
    • Auto-Encoder
    • Variational Auto-Encoding Gaussian Mixture Model
    • Auto-Encoding Gaussian Mixture Model
    • Likelihood Ratios for Outlier Detection
    • Prophet Detector
    • Spectral Residual
    • Sequence-to-Sequence (Seq2Seq)
  • Examples

Drift Detection

  • Background
  • Methods
  • Examples

Adversarial Detection

  • Methods
  • Examples

Deployment

  • Outlier, adversarial and drift detection on CIFAR10

Datasets

  • Overview

Models

  • Overview

API reference

  • API reference
alibi-detect
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  • Methods
  • Edit on GitHub

MethodsΒΆ

  • Mahalanobis Distance
  • Isolation Forest
  • Variational Auto-Encoder
  • Auto-Encoder
  • Variational Auto-Encoding Gaussian Mixture Model
  • Auto-Encoding Gaussian Mixture Model
  • Likelihood Ratios for Outlier Detection
  • Prophet Detector
  • Spectral Residual
  • Sequence-to-Sequence (Seq2Seq)
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