Top 7 Python clustering-algorithm Projects

kmodes

2 1,218 4.9 Python

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

1 542 8.0 Python

Implementation of the Leiden algorithm for various quality functions to be used with igraph in Python.
WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
fuzzy-c-means

1 162 5.9 Python

A simple python implementation of Fuzzy C-means algorithm.
Writing-Styles-Classification-Using-Stylometric-Analysis

1 92 10.0 Python

✍️ An intelligent system that takes a document and classifies different writing styles within the document using stylometric techniques.
MinSizeKmeans

1 80 0.0 Python

A python implementation of KMeans clustering with minimum cluster size constraint (Bradley et al., 2000)
PSOClustering

1 14 0.0 Python

This is an implementation of clustering IRIS dataset with particle swarm optimization(PSO)
clustering-plugin

1 4 6.4 Python

Compute clustering on your data in a visual, intuitive way with FiftyOne and Sklearn!

Project mention: How to Cluster Images | dev.to | 2024-04-09

fiftyone plugins download https://github.com/jacobmarks/clustering-plugin

InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python clustering-algorithm related posts

kmodes, Python package for categorical clustering releases version 0.12.0. Now with sample weighting and Python 3.10 support.
1 project | /r/datascience | 30 Mar 2022
Preliminary Evidence that Retail Trades can be Identified and Counted on the Tape
1 project | /r/DDintoGME | 21 Oct 2021
How much of data science is lying?
1 project | /r/datascience | 30 Jan 2021

Index

What are some of the best open-source clustering-algorithm projects in Python? This list will help you:

	Project	Stars
1	kmodes	1,218
2	leidenalg	542
3	fuzzy-c-means	162
4	Writing-Styles-Classification-Using-Stylometric-Analysis	92
5	MinSizeKmeans	80
6	PSOClustering	14
7	clustering-plugin	4