All Categories → No Category → clustering-evaluation

Top 5 clustering-evaluation open source projects

A high performance implementation of HDBSCAN clustering.

✭ 2,032

Jupyter Notebook python cython machine-learning clustering machine-learning-algorithms cluster-analysis clustering-algorithm clustering-evaluation

Clustering-in-Python

Clustering methods in Machine Learning includes both theory and python code of each algorithm. Algorithms include K Mean, K Mode, Hierarchical, DB Scan and Gaussian Mixture Model GMM. Interview questions on clustering are also added in the end.

GenConvNMI

Generalized Conventional Mutual Information (GenConvMI) - NMI for overlapping (soft, fuzzy) clusters (communities), compatible with standard NMI, pure C++ version (single executable)

✭ 16

C++Makefile clustering-evaluation benchmark-measures nmi quality-measures covers-evaluation overlapping-community-evaluation accuracy-metrics

python-bcubed

Simple Extended BCubed implementation in Python for clustering evaluation

✭ 41

python clustering-evaluation bcubed

Clustering4Ever

C4E, a JVM friendly library written in Scala for both local and distributed (Spark) Clustering.

✭ 126

scala big-data ai spark clustering bigdata scalability artificial-intelligence clustering-algorithm clustering-evaluation

1-5 of 5 clustering-evaluation projects