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Clustering Evaluation Python Packages

Python packages with the GitHub topic clustering-evaluation. Sorted by relevance, with stars and monthly downloads.
scikit-learn-contrib
hdbscan

A high performance implementation of HDBSCAN clustering.

2.4M 3K 534
thieu1995
permetrics

Artificial intelligence (AI, ML, DL) performance metrics implemented in Python

19K 91 22
gagolews
quitefastmst

quitefastmst: Euclidean and Mutual Reachability Minimum Spanning Trees

3K 1 0
hhromic
bcubed

Simple Extended BCubed implementation in Python for clustering evaluation

3K 51 9
scikit-learn-contrib
hdbscan-314

A high performance implementation of HDBSCAN clustering.

2K 3K 534
alashkov83
s-dbw

Compute the S_Dbw validity index

955 12 5
gagolews
clustering-benchmarks

A Framework for Benchmarking Clustering Algorithms

784 44 8
eren-ck
finchpy

FINCH - First Integer Neighbor Clustering Hierarchy Algorithm

596 9 2
xGabrielR
cluster-ss

Python cluster-ss Package

292 0 0
hj-n
btwim

Implementation of between dataset internal measures

270 1 0
hugo-strang
silhouette-upper-bound

An upper bound of the Average Silhouette Width

253 7 1
semoglou
composite-silhouette

A robust clustering evaluation framework that combines micro- and macro-averaged silhouette scores into a composite metric using statistical weighting.

211 1 1
nezumiCodes
bcubed-metrics

This repository contains the source code of the bcubed-metrics library for calculating B-Cubed precision, recall, f1 score and macro f1 score

167 4 0
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