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Top 346 clustering open source projects

A Python implementation of divisive and hierarchical clustering algorithms. The algorithms were tested on the Human Gene DNA Sequence dataset and dendrograms were plotted.

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python data-mining clustering data-mining-algorithms hierarchical-clustering agglomerative-clustering dendrogram divisive-clustering

enspara

Modeling molecular ensembles with scalable data structures and parallel computing

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python cython clustering protein-structure molecular-dynamics markov-state-model biophysics kinetic-modeling molecular-modeling

R-stats-machine-learning

Misc Statistics and Machine Learning codes in R

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r machine-learning statistics neural-network random-forest clustering regression classification nearest-neighbors k-means decision-trees support-vector-machines hypothesis-testing principal-component-analysis

kmeans-clusterer

k-means clustering in Ruby

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ruby clustering kmeans-clustering rubyml

pipeComp

A R framework for pipeline benchmarking, with application to single-cell RNAseq

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r benchmark clustering pipelines bioconductor single-cell-rna-seq pipeline-benchmarking

mathematics-statistics-for-data-science

Mathematical & Statistical topics to perform statistical analysis and tests; Linear Regression, Probability Theory, Monte Carlo Simulation, Statistical Sampling, Bootstrapping, Dimensionality reduction techniques (PCA, FA, CCA), Imputation techniques, Statistical Tests (Kolmogorov Smirnov), Robust Estimators (FastMCD) and more in Python and R.

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r python bootstrap clustering linear-regression pca-analysis probability-distribution dimensionality-reduction monte-carlo-simulation rejection-sampling importance-sampling regression-analysis data-imputation inverse-transform-method factor-analysis-methods statistcal-tests canonical-correlation

eris-fleet

Cluster management for Discord bots using the Eris library.

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typescript javascript nodejs bot clustering discord eris sharding

syncflux

SyncFlux is an Open Source InfluxDB Data synchronization and replication tool for migration purposes or HA clusters

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go shell Dockerfile influxdb clustering rest-api high-availability backup-tool data-replication backup-database influxdb-relay influxdb-cluster

clustering-python

Different clustering approaches applied on different problemsets

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Jupyter Notebook python r machine-learning clustering kmeans cluster-analysis clustering-algorithm custom-algorithm

A-quantum-inspired-genetic-algorithm-for-k-means-clustering

Implementation of a Quantum inspired genetic algorithm proposed by A quantum-inspired genetic algorithm for k-means clustering paper.

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Jupyter Notebook clustering genetic-algorithm quantum-computing k-means

northstar

Single cell type annotation guided by cell atlases, with freedom to be queer

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python shell clustering scrna-seq singlecell scrna-seq-analysis cell-atlas leidenalg

Heart disease prediction

Heart Disease prediction using 5 algorithms

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Jupyter Notebook machine-learning data-mining random-forest clustering naive-bayes machine-learning-algorithms supervised-learning logistic-regression machinelearning k-nearest-neighbours heart-disease disease-prediction dicision-tree heart-disease-predictor

WatsonCluster

A simple C# class using Watson TCP to enable a one-to-one high availability cluster.

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C#ssl tcp watson nuget clustering cluster messaging rpc message high-availability watson-tcp

Clustering4Ever

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

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

RcppML

Rcpp Machine Learning: Fast robust NMF, divisive clustering, and more

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C++r c rcpp clustering matrix-factorization sparse-matrix nmf rcppeigen

clusterix

Visual exploration of clustered data.

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javascript HTML python CSS visualization clustering plot decomposition tf-idf visual-analytics

Revisiting-Contrastive-SSL

Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]

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python shell clustering transfer-learning representation-learning unsupervised-learning moco self-supervised-learning neurips pretraining contrastive-learning neurips2021

ssdc

ssdeep cluster analysis for malware files

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python javascript PHP TSQL clustering malware-analysis ssdeep ssdc

NNM

The PyTorch official implementation of the CVPR2021 Poster Paper NNM: Nearest Neighbor Matching for Deep Clustering.

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python deep-learning clustering

snATAC

<<------ Use SnapATAC!!

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python shell c clustering bioinformatics-pipeline single-cell-genomics single-cell-analysis single-cell-atac-seq

swanager

A high-level Docker Services management tool built on top of Swarm

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go docker clustering swarm swarm-cluster

consul role

Ansible role to install Consul (cluster of) server/agent

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YAML Jinja ansible debian consul clustering ansible-role consul-agent consul-server consul-ui consul-ansible

scSeqR

This package has migrated to https://github.com/rezakj/iCellR please use iCellR instead of scSeqR for more functionalities and updates.

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r clustering normalization single-cell-sequencing

EgoSplitting

A NetworkX implementation of "Ego-splitting Framework: from Non-Overlapping to Overlapping Clusters" (KDD 2017).

kohonen-maps

Implementation of SOM and GSOM

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Jupyter Notebook machine-learning clustering som kohonen-map gsom

IntroduceToEclicpseVert.x

This repository contains the code of Vert.x examples contained in my articles published on platforms such as kodcu.com, medium, dzone. How to run each example is described in its readme file.

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