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, 1 month 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
