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The Top 23 Clustering Evaluation Open Source Projects

Open source projects categorized as Clustering Evaluation
Categories > Clustering Evaluation
Hdbscan ⭐ 2,569
A high performance implementation of HDBSCAN clustering.
dependent packages 159total releases 51most recent commit 7 months agopypi hdbscan} Downloads
Clustering4ever ⭐ 109
C4E, a JVM friendly library written in Scala for both local and distributed (Spark) Clustering.
dependent packages 3total releases 18most recent commit 3 years ago
Scclustviz ⭐ 42
Explore and share your scRNAseq clustering results
most recent commit 10 months ago
Permetrics ⭐ 33
Artificial intelligence (AI, ML, DL) performance metrics implemented in Python
dependent packages 4total releases 19most recent commit 10 months agopypi permetrics} Downloads
Clustering Benchmarks ⭐ 28
A framework for benchmarking clustering algorithms
dependent packages 1total releases 3most recent commit 6 months agopypi clustering-benchmarks} Downloads
Python Bcubed ⭐ 27
Simple Extended BCubed implementation in Python for clustering evaluation
dependent packages 1total releases 6most recent commit 4 years agopypi bcubed} Downloads
Pso Clustering ⭐ 23
PSO-Clustering algorithm [Matlab code]
most recent commit 3 years ago
Latrend ⭐ 22
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
total releases 8most recent commit 5 months ago
Aglomera ⭐ 20
A hierarchical agglomerative clustering (HAC) library written in C#
dependent packages 1total releases 2most recent commit 5 years agonuget Aglomera} Downloads
Clustering In Python ⭐ 17
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.
most recent commit 3 years ago
Ovpnmi ⭐ 15
Overlapping Normalized Mutual Information and Omega Index evaluation for the overlapping community structure produced by clustering algorithms
most recent commit 5 years ago
Interactivekmeans ⭐ 13
Interactive HTML canvas based implementation of k-means.
most recent commit 6 years ago
Genconvnmi ⭐ 12
Generalized Conventional Mutual Information (GenConvMI) - NMI for overlapping (soft, fuzzy) clusters (communities), compatible with standard NMI, pure C++ version (single executable)
most recent commit 4 years ago
Racplusplus ⭐ 12
A high performance implementation of Reciprocal Agglomerative Clustering in C++
most recent commit a year ago
Cvdd ⭐ 12
An Internal Validity Index Based on Density-Involved Distance
most recent commit 3 years ago
Gacluster ⭐ 11
Graph Agglomerative Clustering Library
most recent commit 5 years ago
Clubmark ⭐ 10
Clubmark: a Parallel Isolation Framework for Benchmarking and Profiling of Clustering (Community Detection) Algorithms Considering Overlaps (Covers)
most recent commit 3 years ago
Clusterindices ⭐ 9
This package contains the code for executing clustering validity indices in Spark. The package includes BD-Silhouette, BD-Dunn, Davies-Bouldin and WSSSE indices.
most recent commit 6 years ago
Xmeasures ⭐ 8
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
most recent commit 3 years ago
Externalvalidity ⭐ 7
This package contains the code for calculating external clustering validity indices in Spark. The package includes Chi Index among others.
most recent commit a year ago
Clevr ⭐ 7
Clustering and Link Prediction Evaluation in R
most recent commit 9 months ago
Clusterconfusion ⭐ 5
Clustering validation with ROC Curves
most recent commit a year ago
Atc ⭐ 5
A Data Mining Framework for Air Route Clustering
most recent commit 5 years ago
The 6 Most Depended On Clustering Evaluation Open Source Projects
Hdbscan ⭐ 2,569
A high performance implementation of HDBSCAN clustering.
dependent packages 159total releases 51latest release November 20, 2023most recent commit 7 months agopypi hdbscan} Downloads
Permetrics ⭐ 33
Artificial intelligence (AI, ML, DL) performance metrics implemented in Python
dependent packages 4total releases 19latest release August 25, 2023most recent commit 10 months agopypi permetrics} Downloads
Clustering4ever ⭐ 109
C4E, a JVM friendly library written in Scala for both local and distributed (Spark) Clustering.
dependent packages 3total releases 18latest release May 03, 2020most recent commit 3 years ago
Clustering Benchmarks ⭐ 28
A framework for benchmarking clustering algorithms
dependent packages 1total releases 3latest release October 19, 2023most recent commit 6 months agopypi clustering-benchmarks} Downloads
Aglomera ⭐ 20
A hierarchical agglomerative clustering (HAC) library written in C#
dependent packages 1total releases 2latest release July 05, 2020most recent commit 5 years agonuget Aglomera} Downloads
Python Bcubed ⭐ 27
Simple Extended BCubed implementation in Python for clustering evaluation
dependent packages 1total releases 6latest release January 17, 2019most recent commit 4 years agopypi bcubed} Downloads
The 7 Latest Releases In Clustering Evaluation Open Source Projects
Hdbscan ⭐ 2,569
A high performance implementation of HDBSCAN clustering.
dependent packages 159total releases 51latest release November 20, 2023most recent commit 7 months agopypi hdbscan} Downloads
Clustering Benchmarks ⭐ 28
A framework for benchmarking clustering algorithms
dependent packages 1total releases 3latest release October 19, 2023most recent commit 6 months agopypi clustering-benchmarks} Downloads
Permetrics ⭐ 33
Artificial intelligence (AI, ML, DL) performance metrics implemented in Python
dependent packages 4total releases 19latest release August 25, 2023most recent commit 10 months agopypi permetrics} Downloads
Aglomera ⭐ 20
A hierarchical agglomerative clustering (HAC) library written in C#
dependent packages 1total releases 2latest release July 05, 2020most recent commit 5 years agonuget Aglomera} Downloads
Clustering4ever ⭐ 109
C4E, a JVM friendly library written in Scala for both local and distributed (Spark) Clustering.
dependent packages 3total releases 18latest release May 03, 2020most recent commit 3 years ago
Python Bcubed ⭐ 27
Simple Extended BCubed implementation in Python for clustering evaluation
dependent packages 1total releases 6latest release January 17, 2019most recent commit 4 years agopypi bcubed} Downloads
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