User guide

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