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Search results for clustering evaluation
clustering-evaluation
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25 search results found
Hdbscan
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2,569
A high performance implementation of HDBSCAN clustering.
Clustering4ever
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109
C4E, a JVM friendly library written in Scala for both local and distributed (Spark) Clustering.
Scclustviz
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42
Explore and share your scRNAseq clustering results
Permetrics
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33
Artificial intelligence (AI, ML, DL) performance metrics implemented in Python
Clustering Benchmarks
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28
A framework for benchmarking clustering algorithms
Python Bcubed
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27
Simple Extended BCubed implementation in Python for clustering evaluation
Pso Clustering
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23
PSO-Clustering algorithm [Matlab code]
Latrend
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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
Aglomera
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20
A hierarchical agglomerative clustering (HAC) library written in C#
Clustering In Python
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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.
Ovpnmi
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15
Overlapping Normalized Mutual Information and Omega Index evaluation for the overlapping community structure produced by clustering algorithms
Interactivekmeans
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13
Interactive HTML canvas based implementation of k-means.
Genconvnmi
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12
Generalized Conventional Mutual Information (GenConvMI) - NMI for overlapping (soft, fuzzy) clusters (communities), compatible with standard NMI, pure C++ version (single executable)
Racplusplus
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12
A high performance implementation of Reciprocal Agglomerative Clustering in C++
Cvdd
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12
An Internal Validity Index Based on Density-Involved Distance
Gacluster
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11
Graph Agglomerative Clustering Library
Clubmark
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10
Clubmark: a Parallel Isolation Framework for Benchmarking and Profiling of Clustering (Community Detection) Algorithms Considering Overlaps (Covers)
Clusterindices
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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.
Xmeasures
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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
Externalvalidity
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7
This package contains the code for calculating external clustering validity indices in Spark. The package includes Chi Index among others.
Clevr
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7
Clustering and Link Prediction Evaluation in R
Clusterconfusion
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5
Clustering validation with ROC Curves
Atc
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5
A Data Mining Framework for Air Route Clustering
Kvalid
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5
A simple clustering evaluation of KMeans for WEKA
Cvik Toolbox
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5
CVIK is a Toolbox for the automatic determination of the number of clusters on data clustering problems
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Python Clustering Evaluation (15)
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