Ctrlk

Overview
Getting Started
Algorithm Overview
Saving and Loading
Detector Configuration Files
Outlier Detection
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
- Examples
Adversarial Detection
Deployment
Datasets
Models
Bibliography
API Reference

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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

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Last updated 1 year ago

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