clustering-evaluation

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Here are 87 public repositories matching this topic...

scikit-learn-contrib / hdbscan

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A high performance implementation of HDBSCAN clustering.

machine-learning clustering machine-learning-algorithms cluster-analysis clustering-algorithm clustering-evaluation

Updated Apr 30, 2024
Jupyter Notebook

Clustering4Ever / Clustering4Ever

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

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

Updated Jan 26, 2021
Scala

sandipanpaul21 / Clustering-in-Python

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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.

python clustering gaussian-mixture-models clustering-algorithm dbscan kmeans-clustering clustering-evaluation hierarchical-models hierarchical-clustering dbscan-clustering kmeans-algorithm clustering-coefficient clustering-validation clustering-methods dendogram dbscan-algorithm kmeans-analysis dbscan-clusters dbscan-clustering-algorithm k-mode

Updated Dec 9, 2021
Jupyter Notebook

iralabdisco / pso-clustering

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PSO-Clustering algorithm [Matlab code]

tutorial clustering k-means clustering-algorithm clustering-evaluation particle-swarm-optimization pso pso-clustering hybrid-pso

Updated Sep 26, 2021
MATLAB

thieu1995 / permetrics

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

regression performance-metrics classification evaluation-metrics clustering-evaluation rmse classification-report mae relative-error coefficient-of-determination regression-methods symmetric-mean-absolute-percentage nash-sutcliffe-efficiency willmott-index kling-gupta-efficiency deviation-of-runoff-volume

Updated Mar 9, 2024
Python

hhromic / python-bcubed

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Simple Extended BCubed implementation in Python for clustering evaluation

python clustering-evaluation bcubed

Updated Jan 29, 2020
Python

pedrodbs / Aglomera

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A hierarchical agglomerative clustering (HAC) library written in C#

machine-learning clustering clustering-evaluation hierarchical-clustering

Updated Dec 8, 2022
C#

BaderLab / scClustViz

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Explore and share your scRNAseq clustering results

r ui shiny scrna-seq single-cell differential-expression clustering-evaluation scrnaseq scrna-seq-analysis

Updated Sep 6, 2023
R

porterehunley / RACplusplus

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A high performance implementation of Reciprocal Agglomerative Clustering in C++

machine-learning clustering machine-learning-algorithms cluster-analysis clustering-algorithm clustering-evaluation

Updated Sep 17, 2023
Jupyter Notebook

gagolews / clustering-benchmarks

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A framework for benchmarking clustering algorithms

benchmarking data-science data machine-learning clustering cluster dataset datasets cluster-analysis ground-truth clustering-evaluation benchmark-suite clustering-algorithms clustering-benchmarks

Updated Mar 11, 2024
Python

philips-software / latrend

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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

data-science r longitudinal-data r-package cluster-analysis clustering-evaluation time-series-analysis clustering-methods mixture-models longitudinal-clustering

Updated May 3, 2024
R

waynezhanghk / gacluster

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Graph Agglomerative Clustering Library

clustering community-detection mnist k-means unsupervised-learning dbscan clustering-evaluation hierarchical-clustering graph-clustering spectral-clustering spectral-clustering-algorithm agglomerative-clustering fashion-mnist image-clustering deep-clustering

Updated Jul 4, 2019
MATLAB

eXascaleInfolab / clubmark

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Clubmark: a Parallel Isolation Framework for Benchmarking and Profiling of Clustering (Community Detection) Algorithms Considering Overlaps (Covers)

benchmark-framework evaluation-metrics clustering-evaluation clustering-algorithms-benchmarking community-detection-evaluation parallel-benchmarking algorithm-profiling overlapping-clusteriing-evaluation

Updated Mar 3, 2021
Python

eXascaleInfolab / GenConvNMI

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

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

Updated Oct 20, 2020
C++

eXascaleInfolab / OvpNMI

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Overlapping Normalized Mutual Information and Omega Index evaluation for the overlapping community structure produced by clustering algorithms

clustering-evaluation nmi quality-measures omega-index

Updated Nov 25, 2019
C++

eXascaleInfolab / xmeasures

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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