Welcome to NannyML’s documentation!

Contents:

• Quick Start Guide
  • Estimating Performance without Targets
  • Detecting Data Drift
• User Guides
  • Setting up
  • Chunking data
  • Data Drift Detection
  • Performance Estimation
  • Performance Monitoring
  • Example on real world dataset
• Deep Dives
  • Minimum chunk size
  • Data Reconstruction with PCA
  • Confidence-based Performance Estimation
  • California Housing Dataset
• Glossary

Indices and tables

• Index

• Module Index

• Search Page