User guideΒΆ

Welcome to scikit-hubness! Here we describe the core functionality of the package (hubness analysis, hubness reduction, neighbor search), and provide several usage examples.

Contents:

  • Core concepts
    • The hubness phenomenon
    • The scikit-hubness package
    • Approximate nearest neighbor search methods
    • Hubness reduction methods
    • Approximate hubness reduction
  • Hubness analysis
    • Hubness measures
  • Hubness reduction
  • Nearest neighbors
  • Examples
    • Example: Hubness reduction
    • Example: Approximate nearest neighbor search
    • Example: Approximate hubness reduction
    • Example: From sklearn to skhubness

scikit-hubness

Navigation

Getting Started

  • Installation
  • Quick start example

Documentation

  • User Guide
    • Core concepts
    • Hubness analysis
    • Hubness reduction
    • Nearest neighbors
    • Examples
  • scikit-hubness API
  • History

Development

  • Contributing
  • Github Repository
  • What's new (Changelog)

Related Topics

  • Documentation overview
    • Previous: Quick start example
    • Next: Core Concepts

Quick search

©2019, Roman Feldbauer. | Powered by Sphinx 2.1.2 & Alabaster 0.7.12 | Page source