Unsupervised Clustering Python Packages

spectralcluster

Python re-implementation of the (constrained) spectral clustering algorithms used in Google's speaker diarization papers.

rastermap

a visualization method for neural data

clusteval

Clusteval provides methods for unsupervised cluster validation

somap

A flexible, fast and scalable python library for Self-Organizing Maps

robustgmm

A robust EM clustering algorithm for Gaussian mixture models

lex2sent

Lex2Sent package for unsupervised text classification/clustering

soinn

SOINN / 聚类 / 无监督聚类 / 快速 / clustering / unsupervised clustering / fast

easyae-samuel-revolinski

This repository if for creating auto-encoders easily. The main focus of the auto-encoders on this page is for genetic and spectral data analysis but likely could be used for any high dimensional data

easyae

This repository if for creating auto-encoders easily. The main focus of the auto-encoders on this page is for genetic and spectral data analysis but likely could be used for any high dimensional data

optuclust

Optuna-tuned clustering