Versions

Description

A Python package for hubness analysis and nearest neighbor search with hubness reduction. Hubness is a phenomenon of high dimensional spaces, detrimental to various data mining and machine learning tasks. This package allows to (1) analyze data for hubness, (2) reduce hubness, and (3) act as a drop-in replacement for the `sklearn.neighbors` package with support for approximate NN search and hubness reduction.

Repository

https://github.com/VarIr/scikit-hubness.git

Project Slug

scikit-hubness

Last Built

2 years, 3 months ago failed

Maintainers

Home Page

https://github.com/VarIr/scikit-hubness

Badge

Tags

data-mining, high-dimensional-data, hubness, machine-learning

Short URLs

scikit-hubness.readthedocs.io
scikit-hubness.rtfd.io

Default Version

latest

'latest' Version

develop