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updated 4 months ago

Spectral Clustering by Elie

Assemble unknown data into cluster (clustering, cluster, spectral)

spcl(data, nbclusters, varargin)

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updated 6 months ago

Subgroup Comparison by James Barrett

Measures the consistency of subgroup membership (subgroup, clustering, cluster)

SgComp(varargin)

SgCompPlot(W, D, G)

example.m

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updated 10 months ago

Easy clustering of a vector into groups by Antoine Liutkus

Automatic find peaks and associate each point to a peak in a vector (peaks, groups, cluster)

peaksandgroups(V,select,display)

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updated 1 year ago

clusterData by Brett Shoelson

Clusters an MxN array of data into an unspecified number (P) of bins. (cluster, clustering, data analysis)

clusterData(data, sensitivity)

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updated 1 year ago

Mass Univariate ERP Toolbox by David Groppe

Functions for performing and visualizing mass univariate analyses of event-related potentials. (massively univariate ..., mass univariate analy..., eventrelated potentia...)

EEG=bin_info2EEG(EEG_or_fname,blf_fname,save_fname,verble...

GND=baselineGND(GND,bsln_wind,verblevel)

GND=bin_dif(GND,binA,binB,dif_bindesc,dif_ccode,dif_ccdescr)

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updated 1 year ago

ELLIPSATE by R P

circumscribe data into an ellipse (ellipse, cluster)

ellipsate( dataX , dataY , stdev )

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updated 1 year ago

Gap statistics by Alessandro Crimi

Algorithm for cluster validity index, R. Tibshirani et al. 2001 (cluster, validity index, kmeans)

gap_statistics(data, num_clusters, num_reference_bootstra...

test_gap_statistics(test_datas)

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updated 2 years ago

CUDA Convolution filter by Mario Tuerschmann

Convolution of an arbitrary 1D complex signal with an arbitrary filter kernel (cuda, fft, convolution)

CudaConvolution( input_args )

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updated almost 3 years ago

Matlab implementation of CLARANS by Xiao

This is an implementation of classic CLARANS clustering algorithm. (statistics, signal processing, data exploration)

CLARANS(dist, numOfObjs, k)

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updated 3 years ago

PlotClusters.m by Elad Kivelevitch

This function plots clustering data, for example the one provided by kmeans, if the data is 2d or 3d (clustering, data exploration, statistics)

[]=PlotClusters(Data,IDX,Centers,Colors)

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updated 3 years ago

Getting Started with Parallel Computing using MATLAB by Arjav Chakravarti

This is an older version of the introductory tutorial for running parallel MATLAB applications (distributed, parallel, cluster)

testParforJob

testTask(x1,x2)

getMyJob.m

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updated almost 4 years ago

k_means cluster by lulu ?

use k_means to cluster a mount of data (cluster)

y=kmeans(data,k)

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updated 4 years ago

Client/Server Framework for Computing Clusters by Misha Koshelev

Send/receive file,spawn(fork/exec) process. MEX functions:spawn,wait_pid,kill. (pbs, torque, cluster)

exit_code=wait_pid(pid,secs)

pid=spawn(params,input,ouput,error)

res=kill(pid,signal)

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updated 4 years ago

taskMap: show your distributed computing tasks by Ben Tordoff

charts completed and running tasks for a distributed computing job for each worker (cluster, computing, distributed)

taskMap( job, varargin )

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updated 4 years ago

countRepetitions by Johannes Keyser

Counts all repetitions of each elements' repeated occurrences within a vector. (count element repetit..., count, unique elements)

countRepetitions(inputVector)

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updated 5 years ago

Submit MATLAB functions to a cluster by Volkmar Glauche

Run MATLAB functions on a gridengine/torque/PBS cluster (distributed, cluster, gridengine)

RUN MATLAB COMPUTATIONS ON A SUN GRIDENGINE CLUSTER

qsub_check_finish(tob, tev, jobfilename, outfilename, fla...

qsub_run_cm(jobfilename, outfilename, flagfilename)

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updated 5 years ago

Use handle classes to model dependencies between computation steps by Volkmar Glauche

Trigger computations in one object once computation results from other objects become available. (demo, distributed, modeling)

Schedule dependent computations

cfg_item

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updated 5 years ago

Visual Timing Report for Distributed Tasks by Jos Martin

Create a visual representation of when and where each task in a distributed computing job executes. (distributed processin..., parallel computing, distributed)

plottasks( jmName, jobName )

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updated 5 years ago

Cluster setup scripts by Jos Martin

Shell scripts to easily control a MATLAB distributing computing cluster (distributed processin..., parallel computing, distributed computing)

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updated 5 years ago

DCT Viewer by Elwin Chan

This utility allows you to monitor the activity on your cluster when using the Distributed Computing (distributed processin..., parallel computing, dct viewer)

dct_viewer(varargin)

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updated 6 years ago

Clustering data and searching optimal cutoff employing VIF criterion. by Denis

Performs hierarchical clustering of data and searches optimal cutoff using VIF. (statistics, probability, cluster)

ClusterData(data, method, VIF, cutoff)

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updated 6 years ago

Gaussian Mixture Model by Vikram T N

This simulates the Gaussian Mixture Model (dsp, gmm, gaussian mixtures)

Cluster_Covariance(Data)

Cluster_Covariance(Data)

Cluster_Probability(Data,Mu)

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updated almost 8 years ago

paralize (v2006a) by Thomas Abrahamsson

This function is useful for those with a heterogeneous network of computers with a common filesys. (distributed processin..., parallel computing, cluster)

[varargout]=paralize(funstr,varargin)

serve(id,direc)

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updated almost 8 years ago

Ellipseselect by Rajiv Narayan

An interactive ellipse selection tool (data exploration, ellipse, selection)

cbkswitch(varargin)

ellipse(a,b,x0,y0,phi)

he=ellipseselect(varargin)

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updated almost 11 years ago

MATLAB Parallelization ToolkIt 1.20 by Einar Heiberg

Toolkit for easy parallelization of matlab code, for instance using parallelized for loops. (distributed processin..., parallel computing, parallel)

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updated 11 years ago

Beolab Toolbox for v6.5 by Thomas Abrahamsson

Parallel Matlab execution in trusted networks such as Beowulfs (distributed processin..., parallel computing, parallel)

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updated 16 years ago

barxy.m by J. Cogdell

Plot clusters/cells of x-y data as 2D bar graphs. (specialized, plotting, bar)

BARXY(x,y,CellLabels, normx,normy,logy, gap,box,Renderer)

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