scikit-hubness
stable

Getting Started

  • Installation
  • Quick start example

Documentation

  • User Guide
    • Core concepts
    • Hubness analysis
    • Hubness reduction
    • Nearest neighbors
    • Examples
      • Example: Hubness reduction
        • Example: skhubness in Pipelines
        • Face recognition (Olivetti faces)
      • Example: Approximate nearest neighbor search
      • Example: Approximate hubness reduction
      • Example: From sklearn to skhubness
  • scikit-hubness API
  • History

Development

  • Contributing
  • Github Repository
  • What's new (Changelog)
scikit-hubness
  • Docs »
  • User guide »
  • Examples »
  • Example: Hubness reduction
  • Edit on GitHub

Example: Hubness reduction¶

These examples show how to perform hubness reduction in kNN classification in (nested) cross-validation and pipelines.

Example: skhubness in Pipelines

Example: skhubness in Pipelines¶

Face recognition (Olivetti faces)

Face recognition (Olivetti faces)¶

Download all examples in Python source code: auto_examples_hr_python.zip

Download all examples in Jupyter notebooks: auto_examples_hr_jupyter.zip

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