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  • MLPro - Elevate your machine learning journey

Welcome to MLPro

  • 1. Introduction
  • 2. Getting started
  • 3. News ticker

Basic Functions

  • 4. MLPro-BF - Basic Functions

Machine Learning

  • 5. MLPro-SL - Supervised Learning
  • 6. MLPro-OA - Online Adaptivity
  • 7. MLPro-RL - Reinforcement Learning
  • 8. MLPro-GT - Game Theory

Extension Hub

  • 9. General information
  • 10. Third-party extensions

Appendices

  • A1 - Example pool
  • A2 - API reference
    • MLPro-BF - Basic Functions
    • MLPro-SL - Supervised Learning
    • MLPro-OA - Online Adaptivity
      • MLPro-OA-Streams - Online-adaptive data stream processing
        • Basics
        • Preprocessing
        • Cluster analysis
        • Change detection
        • Helpers
      • MLPro-OA-Control - Online-adaptive closed-loop control
    • MLPro-RL - Reinforcement Learning
    • MLPro-GT - Game Theory
    • 3rd Party Support
  • A3 - Project MLPro
MLPro Documentations
  • A2 - API reference
  • MLPro-OA - Online Adaptivity
  • MLPro-OA-Streams - Online-adaptive data stream processing
  • Change detection
  • Edit on GitHub

Change detection

../../../../../../_images/MLPro-OA-Change-Detectors_class_diagram.drawio.png
  • Basics
    • Change
    • ChangeDetector
  • Anomaly detection
    • AnomalyDetector
    • Anomaly
    • Instance-based anomalies and detectors
  • Drift detection
    • DriftDetector
    • Drift
    • Instance-based drifts and detectors
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