MLPro Documentations Logo

Home

  • MLPro-Int-scikit-learn - Integration of scikit-learn into MLPro

Example Pool

  • Reuse of scikit-learn data streams
  • Reuse of scikit-learn anomaly detectors
    • Howto OA-AD-001: Anomaly Detection using Isolation Forest (1D)
    • Howto OA-AD-002: Anomaly Detection using Isolation Forest (2D)
    • Howto OA-AD-003: Anomaly Detection using Isolation Forest (3D)
    • Howto OA-AD-004: Anomaly Detection using Isolation Forest (nD)
    • Howto OA-AD-011: Anomaly Detection using Local Outlier Factor (1D)
    • Howto OA-AD-012: Anomaly Detection using Local Outlier Factor (2D)
    • Howto OA-AD-013: Anomaly Detection using Local Outlier Factor (3D)
    • Howto OA-AD-014: Anomaly Detection using Local Outlier Factor (nD)
    • Howto OA-AD-021: Anomaly Detection using Elliptic Envelope (1D)
    • Howto OA-AD-022: Anomaly Detection using Elliptic Envelope (2D)
    • Howto OA-AD-023: Anomaly Detection using Elliptic Envelope (3D)
    • Howto OA-AD-024: Anomaly Detection using Elliptic Envelope (nD)

API Reference

  • Wrapper classes

About

  • Release notes
  • Disclaimer
MLPro Documentations
  • Reuse of scikit-learn anomaly detectors
  • Edit on GitHub

Reuse of scikit-learn anomaly detectors

  • Howto OA-AD-001: Anomaly Detection using Isolation Forest (1D)
  • Howto OA-AD-002: Anomaly Detection using Isolation Forest (2D)
  • Howto OA-AD-003: Anomaly Detection using Isolation Forest (3D)
  • Howto OA-AD-004: Anomaly Detection using Isolation Forest (nD)
  • Howto OA-AD-011: Anomaly Detection using Local Outlier Factor (1D)
  • Howto OA-AD-012: Anomaly Detection using Local Outlier Factor (2D)
  • Howto OA-AD-013: Anomaly Detection using Local Outlier Factor (3D)
  • Howto OA-AD-014: Anomaly Detection using Local Outlier Factor (nD)
  • Howto OA-AD-021: Anomaly Detection using Elliptic Envelope (1D)
  • Howto OA-AD-022: Anomaly Detection using Elliptic Envelope (2D)
  • Howto OA-AD-023: Anomaly Detection using Elliptic Envelope (3D)
  • Howto OA-AD-024: Anomaly Detection using Elliptic Envelope (nD)
Previous Next

© Copyright 2025 South Westphalia University of Applied Sciences, Germany.

Built with Sphinx using a theme provided by Read the Docs.