Examples
- Categorical and mixed type data drift detection on income prediction
- Learned drift detectors on Adult Census
- Learned drift detectors on CIFAR-10
- Context-aware drift detection on news articles
- Context-aware drift detection on ECGs
- Model Distillation drift detector on CIFAR-10
- Kolmogorov-Smirnov data drift detector on CIFAR-10
- Maximum Mean Discrepancy drift detector on CIFAR-10
- Model uncertainty based drift detection on CIFAR-10 and Wine-Quality datasets
- Drift detection on molecular graphs
- Online drift detection for Camelyon17 medical imaging dataset
- Online Drift Detection on the Wine Quality Dataset
- Interpretable drift detection with the spot-the-diff detector on MNIST and Wine-Quality datasets
- Supervised drift detection on the penguins dataset
- Drift detection on Amazon reviews
- Text drift detection on IMDB movie reviews