clustering-evaluation
There are 102 repositories under clustering-evaluation topic.
scikit-learn-contrib/hdbscan
A high performance implementation of HDBSCAN clustering.
sandipanpaul21/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.
Clustering4Ever/Clustering4Ever
C4E, a JVM friendly library written in Scala for both local and distributed (Spark) Clustering.
thieu1995/permetrics
Artificial intelligence (AI, ML, DL) performance metrics implemented in Python
iralabdisco/pso-clustering
PSO-Clustering algorithm [Matlab code]
porterehunley/RACplusplus
A high performance implementation of Reciprocal Agglomerative Clustering in C++
pedrodbs/Aglomera
A hierarchical agglomerative clustering (HAC) library written in C#
BaderLab/scClustViz
Explore and share your scRNAseq clustering results
hhromic/python-bcubed
Simple Extended BCubed implementation in Python for clustering evaluation
gagolews/clustering-benchmarks
A framework for benchmarking clustering algorithms
niekdt/latrend
An R package for clustering longitudinal datasets in a standardized way, providing interfaces to various R packages for longitudinal clustering, and facilitating the rapid implementation and evaluation of new methods
waynezhanghk/gacluster
Graph Agglomerative Clustering Library
eXascaleInfolab/clubmark
Clubmark: a Parallel Isolation Framework for Benchmarking and Profiling of Clustering (Community Detection) Algorithms Considering Overlaps (Covers)
eXascaleInfolab/xmeasures
Extremely fast evaluation of the extrinsic clustering measures: various (mean) F1 measures and Omega Index (Fuzzy Adjusted Rand Index) for the multi-resolution clustering with overlaps/covers, standard NMI, clusters labeling
eXascaleInfolab/GenConvNMI
Generalized Conventional Mutual Information (GenConvMI) - NMI for overlapping (soft, fuzzy) clusters (communities), compatible with standard NMI, pure C++ version (single executable)
hulianyu/CVDD
An Internal Validity Index Based on Density-Involved Distance (2019).
eXascaleInfolab/OvpNMI
Overlapping Normalized Mutual Information and Omega Index evaluation for the overlapping community structure produced by clustering algorithms
lettier/interactivekmeans
Interactive HTML canvas based implementation of k-means.
EtzionR/Clustering-by-Silhouette
Optimize clustering labels using Silhouette Score.
cleanzr/clevr
Clustering and Link Prediction Evaluation in R
pajaskowiak/dbcv
Density-Based Clustering Validation
alashkov83/S_Dbw
S_Dbw validity index. Adapted for DBSCAN (and similar)
josemarialuna/ClusterIndices
This package contains the code for executing clustering validity indices in Spark. The package includes BD-Silhouette, BD-Dunn, Davies-Bouldin and WSSSE indices.
eren-ck/finch
A Python implementation of "FINCH Clustering Algorithm (CVPR 2019)"
josemarialuna/ExternalValidity
This package contains the code for calculating external clustering validity indices in Spark. The package includes Chi Index among others.
adanjoga/cvik-toolbox
CVIK is a Toolbox for the automatic determination of the number of clusters on data clustering problems
nejci/Pepelka
Pepelka is a MATLAB toolbox for data clustering and visualization.
quandb/atc
A Data Mining Framework for Air Route Clustering
mike-liuliu/Min-Max-Jump-distance
Source code of the paper "Min-Max-Jump distance and its applications."
pajaskowiak/clusterConfusion
Clustering validation with ROC Curves
Theldus/KValid
A simple clustering evaluation of KMeans for WEKA
zcebeci/fcvalid
Internal Validity Indexes for Fuzzy and Possibilistic Clustering
ghar1821/ParetoBench
Benchmarking framework based on Pareto front concept
hugo-strang/silhouette-upper-bound
An upper bound of the Average Silhouette Width.
RohitLearner/IBM-Applied-D.S-Capstone-Project
Applied Data Science Capstone project offered by IBM.