Clustering Algorithm Python Packages

hdbscan

A high performance implementation of HDBSCAN clustering.

kmodes

Python implementations of the k-modes and k-prototypes clustering algorithms, for clustering categorical data

infomap

Multi-level network clustering based on the Map Equation

fuzzy-c-means

A simple python implementation of Fuzzy C-means algorithm.

genieclust

Genie: Fast and Robust Hierarchical Clustering

bblean

BitBIRCH-Lean, a memory-efficient implementation of BitBIRCH designed for high-throughput clustering of huge molecular libraries

bf44-hdbscan-0844

A high performance implementation of HDBSCAN clustering.

aisp

Artificial Immune Systems Package (AISP) is an open-source Python library that features bio-inspired algorithms based on artificial immune systems for machine learning, pattern recognition, anomaly detection, and optimization tasks.

hdbscan-314

A high performance implementation of HDBSCAN clustering.

hdbscan-rs

High-performance HDBSCAN clustering in Rust

fast-plscan

A fast multi-core implementation of the PLSCAN clustering algorithm.

psgg-hdbscan-0844

A high performance implementation of HDBSCAN clustering.

lumbermark

Lumbermark: Resistant Clustering via Chopping Up Mutual Reachability Minimum Spanning Trees

shgo

Simplicial Homology Global Optimization

vieclus

Vienna Graph Clustering

torchsom

TorchSOM is a PyTorch-based library for training Self-Organizing Maps (SOMs), a model trained in an unsupervised manner, that can be used for clustering, dimensionality reduction and data visualization. It is designed to be scalable and user-friendly.

persistable-clustering

density-based clustering for exploratory data analysis based on multi-parameter persistence

finchpy

A Python implementation of "FINCH Clustering Algorithm (CVPR 2019)"

imageatlas

A toolkit for organizing, cleaning and analysing your image datasets.

spherecluster

Clustering routines for the unit sphere

cake-ensemble

CAKE: Confidence in Assignments via K-partition Ensembles

gower-exp

More Preformant Gower distance with modern Python tooling

scikit-clarans

Scikit-learn compatible CLARANS clustering

clustering-algorithms

Clustering algorithms powered by Numpy