Welcome to Frouros

A Python library for drift detection in Machine Learning problems.

Read Installation instructions to start using frouros.

Warning

This library and its documentation are under heavy development.

• Get Started
  • Installation
  • Quickstart
• Installation
  • From PyPI
• Concepts
  • What is drift detection?
  • Why do I need to use a drift detector?
  • Types of drift
  • Verification latency
  • Drift detection methods
• API Reference
  • Datasets
  • Metrics
  • Semi-supervised
  • Supervised
  • Transformations
  • Unsupervised
  • Utils
• About

Indices and tables

• Index

• Module Index

• Search Page