High Dimensional Data Python Packages

abess

Fast Best-Subset Selection Library

minkowskiengine

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

hdmedians

High-dimensional medians (medoid, geometric median, etc.). Fast implementations in Python.

hypertools

A Python toolbox for gaining geometric insights into high-dimensional data

evomap

A Python Toolbox for Mapping Evolving Relationship Data

scikit-hubness

A Python package for hubness analysis and high-dimensional data mining

pyccea

A Python package of cooperative co-evolutionary algorithms for feature selection in high-dimensional data.

lshashing

python library to perform Locality-Sensitive Hashing for faster nearest neighbors search in high dimensional data

hub-toolbox

Hubness reduction and analysis tools

pviz

A framework for high-dimensional (3 <= m <= 10) Pareto-optimal front visualization and analytics

hdtopology

High-dimensional topological data analysis library for NDDAV

hdff

High-dimensional topological data analysis library for NDDAV