PyRank

Unsupervised Clustering Python Packages

Python packages with the GitHub topic unsupervised-clustering. Sorted by monthly downloads, with stars and forks.
wq2012
spectralcluster

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

12K 556 75
MouseLand
rastermap

a visualization method for neural data

2K 257 56
erdogant
clusteval

Clusteval provides methods for unsupervised cluster validation

929 70 8
HongJea-Park
robustgmm

MS Yang, A robust EM clustering algorithm for Gaussian mixture models, Pattern Recognit., 45 (2012), pp. 3950-3961

111 23 5
mthiboust
somap

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

86 16 2
uestc-lfs
soinn

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

65 20 1
K-RLange
lex2sent

Lex2Sent package for unsupervised text classification/clustering

64 2 0
filipsPL
optuclust

Optuna-tuned clustering

57 1 0
Zhiwu-Zhang-Lab
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

57 0 0
Zhiwu-Zhang-Lab
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

44 0 0