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updated 3 hours ago

Maximin Separation Probability Clustering by Gao Huang

Gao Huang

Maximin Separation Probability Clustering (Huang, et al. AAAI 2015) (clustering, machine learning, modeling)

Hungarian(Perf)

accuracy(true_labels, cluster_labels)

litekmeans(X, k, varargin)

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updated 10 hours ago

Antarctic Mapping Tools by Chad Greene

Chad Greene

A toolbox for analysis and display of Antarctica-related data (antarctica, antarctic, polar)

AMT Getting Started

antmap documentation

mapzoom

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updated 1 day ago

Mass Univariate ERP Toolbox by David Groppe

David Groppe

Functions for performing and visualizing mass univariate analyses of event-related potentials. (multiple comparisons, tmax, toolbox)

gui_erp.m

save_matmk.m

GNDs2GRP(gui_infiles_or_tmplt,varargin)

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updated 2 days ago

Ecopathlite.m: A Matlab implementation of Ecopath by Kelly Kearney

Kelly Kearney

Reproduces the main mass-balance algorithm from the popular ecosystem modeling tool, Ecopath (ecopath, ecosystem)

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updated 3 days ago

bsspdfest by Kevin Gehringer

Kevin Gehringer

A toolbox for nonparametric probability density estimation using normalized B-Splines (nonparametric density...)

bssbasisfun( x, m )

bssbndsok(bnds)

bsscbspline(x, m)

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updated 3 days ago

Leaf Disease Severity Grading System with Fuzzy Logic Classification by Hashem Rizk

Hashem Rizk

Leaf Disease Severity Grading System (gui, leaf, disease)

LeafDiseaseGradingSystemGUI(varargin)

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updated 3 days ago

Image Processing and Computer Vision : How MATLAB is helpful for various applications. by Masa Otobe

Masa Otobe

Script used in MATLAB EXPO 2014 in Japan on Oct. 29, 2014 (image processing, demo, computer vision)

E0_myGear_webCam_func.m

E1_myGear_J.m

E2_myBoltSet23.m

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updated 4 days ago

Optometrika by Yury

Yury

Fast ray tracing across lenses, prisms, and human eye (optics, optical modeling, ray tracing)

coslens( y, z, args, flag )

ellipse_draw( x0, cv, ax, angle, nvert, color )

ellipse_fill( X, Y, x0, cv, ax, angle, hard )

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updated 6 days ago

Sparse Coding Time Series Prediction by Mohamed Waleed Fakhr

Mohamed Waleed Fakhr

Time series prediiction using L1 based sparse coding applied to 16 time series data sets (sparse coding predict..., sparse coding, time series predictio...)

pathdef

SparseCodingPredictionV1.m

LSSVMPrediction2.m

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updated 9 days ago

ProcessNetwork Version 1.4 Software by Ben Ruddell

Ben Ruddell

Functions for the delineation of Dynamical Process Networks using Information Theory (information theory, statistics, shannon entropy)

AdjMatrices(T,SigThreshT,TvsIzero)

DoProduction(T)

GetEvenBinEdgesGlobal(sampleMat,nBinVect,NoDataCode,useVa...

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updated 10 days ago

PROMPT by Gaik Tamazian

Gaik Tamazian

PRotein cOnformational Motion PredicTion toolbox. (computational biology, conformational change, proteomics)

Calmodulin conformational motion simulation demo

atomicmass(atomicSymbols)

circdist(X, Y)

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updated 11 days ago

kenders2000/decisionTreeMat2Cpp by Paul

Paul

converts TreeBagger class, or ClassificationTree Class to text file for use with included C ++ class (treebagger, classificationtree, matlab coder)

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updated 11 days ago

LTE Cell Search (from A/D samples to PBCH MIB decoding) by Xianjun Jiao

Xianjun Jiao

Decode TDD/FDD LTE PBCH MIB message from 1.92Msps A/D samples. (lte tdlte sdrsoftware...)

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updated 11 days ago

2-d Kolmorogov-Smirnov test, n-d energy test, Hotelling T^2 test by Brian Lau

Brian Lau

Test for differences between two multidimensional distributions (2-d K-S test, n-d energy test) (statistics, multivariate)

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updated 11 days ago

Lynx MATLAB Toolbox by Simone

Simone

A toolbox for the design of complex machine learning experiments (machine learning, neural networks, support vector machin...)

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updated 11 days ago

Multiclass SVM classifier by Tarek Lajnef

Tarek Lajnef

Train and perform multiclasses SVM classifier (classification, signal processing, dendrogram)

Best_feature(mat,label,sigma)

Classify_DSVM(test_data,label,svmstruct)

FWSP_SVM(data,label,sigma,nb_cvfolds)

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updated 13 days ago

GIBBON: The Geometry and Image-Based Bioengineering add-On for MATLAB by Kevin Moerman

Kevin Moerman

GIBBON: The Geometry and Image-Based Bioengineering add-On for MATLAB (bioengineering, finite element, meshing)

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updated 18 days ago

boxplot_pwhisker by Levi Golston

Levi Golston

Boxplot with whiskers set using adjustable percentiles instead of interquartile range. (boxplot, whiskers)

boxplot_pwhisker( data, varargin )

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updated 18 days ago

Signal Dependent Noise Level Estimation by xinhao liu

xinhao liu

This code will estimate the three parameters of signal dependent noise model. (signal dependent nois..., noise variance, noise estimation)

GSGNoiseModel(sigw, sigu, gamma,X)

SGDNoiseLevel(img,patchsize,conf,itr)

addSGDNoise(X, sigw, sigu, gamma )

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updated 19 days ago

Synthetic Bright-Field Microscopy Image Generator by Patrik Malm

Patrik Malm

This is a synthetic image generation tool that can create realistic Pap-smear images (simulation, procedural, synthetic)

VoronoiLimit(x,y,crs)

calculate_boundary(bimage)

clothsim(target_shape,cloth_shape,max_iter)

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updated 19 days ago

extpowerStudent by Antonio Trujillo-Ortiz

Antonio Trujillo-Ortiz

Exact power estimation of a performed Student's t test about mean(s). (exact power, power, hypothesis test)

extpowerStudent(t,df,c,alpha)

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updated 20 days ago

lhsdesigncon by Rik Blok

Rik Blok

Latin hypercube sample with constraints. (lhsdesign)

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updated 21 days ago

Measures of Effect Size Toolbox by Harald Hentschke

Harald Hentschke

Computes diverse effect size statistics including confidence intervals (potw, pick of the week, toolbox)

mes.m

mes1way.m

mes2way.m

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updated 23 days ago

Baysian,KNN,3Layer Neural Network Classifier, KMeans Clustering Examples by JaeJun Lee

JaeJun Lee

Baysian Classifier, KNN Classifier, 3Layer Neural Network Classifier, KMeans Clustering (baysian classifier, knn classifier, 3layer neural network...)

BaysianClassifier(priors, mean_vectors, cov_matrices, data )

KNNClassifier(trainingData, classID, K, data )

KmeansClustering( unlabeledData, K , showProgress)

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updated 29 days ago

fdt by Antonio Trujillo-Ortiz

Antonio Trujillo-Ortiz

Frequency distribution table. (frequency distributio..., frequency table, number of bins)

fdt(x)

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updated 1 month ago

A Comparison of Evolutionary Computation Techniques for IIR Model Identification by Erik

Erik

Evolutionary Computation Techniques are compared considering some IIR identification problems (pso, genetic algorithm, filter design)

ABC.m

simulasist3.m

apso_1st_order_filter.m

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updated 1 month ago

Nonstationary Extreme Value Analysis (NEVA) Toolbox by HRL

HRL

Nonstationary Extreme Value Analysis (NEVA) (statistics, climate, extreme value analysi...)

GEVQQcheck(DATA,nsite,Now)

GPQQcheck(DATA,nsite)

Mann_Kendall(V,alpha)

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updated 1 month ago

SEHR-ECHO v1.0: a Spatially Explicit Hydrologic Response model for ecohydrologic applications by Bettina Schaefli

Bettina Schaefli

The model simulates streamflow from precipitation and temperature data. (simulation, modeling, application)

snowmodV01.m

setup_ExampleHourlyV01.m

checkSEHRparvarvalV01.m

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updated 1 month ago

berskekur by Antonio Trujillo-Ortiz

Antonio Trujillo-Ortiz

Skewness, kurtosis and kurtosis excess of the Bernoulli distribution. (statistics, discrete distribution, bernoulli)

berskekur(p)

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updated 1 month ago

binoskekur by Antonio Trujillo-Ortiz

Antonio Trujillo-Ortiz

Skewness, kurtosis and kurtosis excess of the Bernoulli distribution. (statistics, discrete distribution, binomial)

binoskekur(n,p)

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updated 1 month ago

Tidal fitting toolbox by Aslak Grinsted

Aslak Grinsted

fit tidal components to an observed series of sea level and use them for prediction (madden julian, toolbox, tidal model)

tidalfit_demo

parseArgs(args,ArgStruct,varargin)

tidalfit(data,varargin)

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updated 1 month ago

labelpoints by Adam Danz

Adam Danz

Automatically label points in your plot given x and y values & a string of labels + Outliers option. (labeling, data labels, text)

labelpoints

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updated 1 month ago

Topological Data Analysis Learning Code by Adam

Adam

This code takes a (small) set of data as an input and computes the Betti Numbers of that data. (topological data anal..., data exploration, homology)

TDATesting.m

computeVRComplex.m

SNF(A)

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updated 1 month ago

Classification Learner by MathWorks Classification Learner Team

Prototype app being developed by MathWorks to train classifiers using supervised machine learning (app, apps, gui)

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updated 1 month ago

Sobol and Latin Hypercube design of experiments (DOE) and sensitivity analysis studies by Ryan Chladny

Ryan Chladny

This function can be used to generate either a Latin hypercube or Sobol quasi-random sets (doe, sobol, lhc)

createdoe(popsize,bounds,intcon,type,plotflag)

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updated 1 month ago

FuzzyClusterToolBox by faruto

faruto

FuzzyClusterToolBox (fuzzy, fcm, cluster)

C_SelfAdapt_fcm_test

HC_fcm_test

fcm_test

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updated 1 month ago

Stock Class by Jeffrey Kantor

Jeffrey Kantor

An easy to use class to download, display, and plot stock information from Yahoo finance. (quotes, stocks, finance)

stock

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updated 1 month ago

Graphics Webinar demo (11/07/2014 JP) by mizu

mizu

demo files used in the graphics webinar (guide, matlab, graphics)

guide_ex2(varargin)

animation.m

TipsToWritePapers.m

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updated 1 month ago

Infrared Image Software (IRIS) by Kevin Hellemans

Kevin Hellemans

FTIR Image Data Processing (ftir, gui, chemistry)

backcor.m

IRIS.m

CLUSTERWINDOW

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updated 1 month ago

Shot Noise Simulation by Avi Silbiger

Avi Silbiger

A simple piece of code simulating shot noise (noise)

ShotNoise.m

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updated 1 month ago

Weighted Iterative Truncated Mean Filter by Miao Zhenwei

Miao Zhenwei

WITM filters (image processing, signal processing, filter)

GWITM.m

LCWITM_filter.m

LCWITM.m

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updated 1 month ago

Guaranteed Automatic Integration Library by GAIL

GAIL

A suite of algorithms for integration problems whose answers are guaranteed to be correct. (monte carlo simulatio..., sobol, integration)

Functions

GAIL

cubLattice_g

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updated 1 month ago

TDIST by Viktor Witkovsky

Viktor Witkovsky

Distribution of a linear combination of independent symmetric random variables, e.g. Student's t (statistics, probability, probability distribut...)

EXAMPLES

chf2pdf.m

tdist.m

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updated 1 month ago

uidendrogram by Malcolm McLean

Malcolm McLean

Interactive dendrogram viewer using nested boxes (dendrogram, gui, clustering)

drawtree(link, cut, colours, iwidth, iheight)

getleaves( link, id )

testuidendrogram

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updated 1 month ago

Dynamic Copula Toolbox 3.0 by Manthos Vogiatzoglou

Manthos Vogiatzoglou

Functions to estimate copula GARCH and copula Vine models. (copulas, toolbox, dependence)

ARMAeq(theta, data, spec)

CalcStErrors(MyFunc, theta, data, grad, hessian, spec, so...

CopulaGARCHLogL(theta,data,spec,solver)

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updated 2 months ago

Fast Sample Entropy - saenkd(dim ,r ,sig ) by Filippo

Filippo

Fast computation of Sample Entropy with k-d tree range search (sample entropy, entropy, fast)

saenkd(dim,r,sig)

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updated 2 months ago

Ncorr - 2D Digital Image Correlation Software by Justin Blaber

Justin Blaber

2D-DIC program that uses contiguous circular subsets, biquintic B-spline interp, and complex ROIs (digital image correla..., dic, mechanical)

ncorr_alg_addanalysis(plots_u,plots_v,rois,spacing,num_im...

ncorr_alg_convertanalysis(img_new,imgs_old,plots_u_old,pl...

ncorr_alg_convertseeds(plot_u_old,plot_v_old,plot_u_inter...

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updated 2 months ago

GPLVM-WPHM by James Barrett

James Barrett

Dimensionality reduction tool for survival (time-to-event) data. (survival analysis, gplvm, dimensionality reduct...)

gw_hyp(p, initial_x, b_wc, model)

gw_initialise(gw_options, t, E, varargin)

gw_multiple_train(gw_options_multiple, q, t, E, varargin)

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updated 2 months ago

Gaussian process regression for survival data with competing risks by James Barrett

James Barrett

Flexible non-parametric regression tool for survival data (including competing risks) (survival analysis, time to event data, gaussian process regr...)

gpcr_f_objective(f,par,model,invK,logdet)

gpcr_hyp_objective(gpcr_options,par, model)

gpcr_initialise(X,tau,E,kernel,indepR)

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updated 2 months ago

multihistfit(data,nbins,varargin) by Frederik Kratzert

Frederik Kratzert

Fit multiple distributions in one figure to a dataset (statistics, histogram, pdf)

multihistfit(data,nbins,varargin)

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