User Guides

• Setting up
  • On data, metadata and observations
  • Data requirements
  • Providing metadata
• Chunking data
  • Why do we need chunks?
  • Creating chunks
  • Chunks on plots with results
  • Additional considerations
• Data Drift Detection
  • What is data drift and why is it important?
  • Data Partitions
  • Drift alerts
  • Detecting drift in model inputs
  • Drift detection for model outputs
  • Drift detection for model targets
• Performance Estimation
  • Prepare the data
  • Fit estimator and estimate
  • View the results
  • Compare with the actual performance
• Performance Monitoring
  • Prepare the data
  • Fit calculator and calculate
  • View the results
• Example on real world dataset
  • Load and prepare data
  • Performance Estimation
  • Comparison with the actual performance
  • Drift detection