Alibi Detect
Getting Started
Algorithm Overview
Saving and Loading
Detector Configuration Files
Roadmap
Outlier Detection
- Methods
- Examples
Drift Detection
- Methods
  - Offline
    Chi-Squared
    Kolmogorov-Smirnov
    Cramér-von Mises
    Fisher’s Exact Test
    Maximum Mean Discrepancy
    Least-Squares Density Difference
    Learned Kernel
    Classifier
    Spot-the-diff
    Model Uncertainty
    Mixed-type tabular data
    Context-Aware Maximum Mean Discrepancy
  - Online
    Online Maximum Mean Discrepancy
    Online Least-Squares Density Difference
    Online Cramér-von Mises
    Online Fisher’s Exact Test
- Examples
Adversarial Detection
- Methods
  - Adversarial Auto-Encoder
  - Model Distillation
- Examples
  - Adversarial AE detection and correction on CIFAR-10
Deployment
Datasets
Models
Bibliography

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Drift Detection

Methods

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Last updated 6 months ago

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