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updated 7 days ago

Multi-Verse Optimizer toolbox by Seyedali Mirjalili

A toolbox for the Multi-Verse Optimizer (MVO) algorithm (optimization, genetic algorithm, metaheuristic)

CostFunction( x )

MVO(N,Max_time,lb,ub,dim,fobj,handles)

MVO_toolbox(varargin)

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updated 13 days ago

Adaptive Filtering by Paulo S. R. Diniz

MATLAB files to implement all Adaptive Filtering Algorithms in this book. (adaptive filtering, echo, signal processing)

Affine_projection(desired,input,S)

Affine_projectionCM(input,S)

CMA(input,S)

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updated 15 days ago

Code for Webinar "Signal Processing for Machine Learning" by Gabriele Bunkheila

MATLAB Code from example used in the Webinar "Signal Processing for Machine Learning" (signal processing, spectral analysis, machine learning)

addActivityLegend(mode)

bwlabels1(x)

bwnumregions1(x)

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updated 17 days ago

Shape Model Builder by Manu

Manu (view profile)

Framework to develop shape models (image processing, mesh, image registration)

ICPmanu_allign2(target,source)

ICPmanu_allignSSM(vnew,MEAN3d,estimate,BTXX,BTXY,BTXZ,nro...

PCAData(RR)

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updated 28 days ago

Lynx MATLAB Toolbox by Simone

Simone (view profile)

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

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updated 29 days ago

License plate(number plate) recognition using neural network by Shreyas Vinayakumar

Automatic license plate recognition using ANN (image processing, neural networks)

ALPR()

edu_createnn(P,T)

edu_imgcrop(bw)

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updated 1 month ago

Data Analytics with MATLAB Webinar Files by Adam Filion

Demo Files from Data Analytics with MATLAB Webinar (machine learning, data import, data cleaning)

WeatherAggFcn(ds,stntbl)

mape(testY, pred)

removeSpikes(y,np,lt,ut)

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updated 1 month ago

Grey Wolf Optimizer for Training Multi-Layer Perceptrons by Seyedali Mirjalili

The submission employs the recently proposed Grey Wolf Optimizer for training Multi-Layer Perceptron (neural networks, grey wolf optimizer, optimizatoin)

GWO(SearchAgents_no,Max_iter,lb,ub,dim,fobj)

MLP_Iris(solution)

My_FNN(Ino,Hno,Ono,W,B,x1,x2,x3,x4)

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updated 1 month ago

iPhone and iPad Sensor support from MATLAB (R2014b) by MathWorks Mobile Sensor Connectivity Team

Use MATLAB to acquire sensor data from built-in sensors on your iPhone or iPad (ios, iphone, ipad)

setupmobile

Capturing and Mapping GPS Example

Count steps with acceleration data from your Apple or And...

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updated 3 months ago

VCPA 1.1.zip by Yonghuan Yun

Using Variable Combination Population Analysis for Variable Selection in Multivariate Calibration (variable selection, chemometrics, near infrared spectro...)

VCPA.m

generate_binary_matrix(X_num, row,predefine)

pls(X,y,A,method)

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updated 3 months ago

Project 3D into 2D image coordinates using a camera model by Zachary Taylor

Project 3D points using a camera model with lens distortion parameters (point cloud, camera, projection)

projectPoints( points, K, T, D, imageSize, sortPoints )

Demo.m

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updated 4 months ago

Number Description with ANN ( OCR ) by Abdullah

Abdullah (view profile)

Number Description with ANN ( OCR ) (image processing, neural networks)

trainsetin.m

control(a)

draw

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updated 4 months ago

Machine Learning for Mining & Metals by David Willingham

2 examples for Machine Learning for Mining, Regression & Classification (machine learning, metals, mining)

plotFitErrors.m

plotFitErrors.m

Rsquared(Y, YHat )

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updated 4 months ago

Fast Translation Invariant Multiscale Image Denoising (2D, 3D, Poisson, Gaussian images) by MENG

MENG (view profile)

Efficient algorithms to calculate the translation invariant operator for general multiscale approach (multiscale methods, translation invariant, cycle spinning)

Bayes_crp_denoise(x,iter)

Bayes_crp_denoise_noshift(x,beta_soln)

Bayes_crp_denoise_noshift(x,beta_soln)

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updated 5 months ago

Photovoltaic module explicit neural model by Bartlomiej Ufnalski

A feedforward neural network is used to model a photovoltaic module. (solar energy, photovoltaics, renewables)

pv_array_sf.m

pv_array(Va,Suns,TaC)

ffnn_training.m

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updated 8 months ago

Machine Learning with MATLAB by Abhishek Gupta

These are the supporting MATLAB files for the MathWorks webinar of the same name. (blackbox modeling, nonparametric, partitional clusterin...)

ImportBankData(filename, startRow, endRow)

NNfun(X,Y)

bubbleplot(x, y, z, siz, col, shape, varargin)

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updated 8 months ago

Pitch Detection by Amir Soleimani Bajestani

Recognize musical pitch not only for simple instruments but also for Violin, Cello, Kamanche and etc (neural networks, gui, pitch detection)

actxlicense(progid)

harmonics (center,F,net,lf);

pitch(varargin)

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updated 11 months ago

AutoAssociativeNeuralNetwork.zip by Selva

Selva (view profile)

auto associative neural network classifier for pattern classification (pattern classificatio..., classification, neural networks)

testBPN( x , net )

trainBPN( x )

helpaann.m

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updated 1 year ago

Face Detection System for MATLAB 2013a by Omid Sakhi

Omid Sakhi (view profile)

Face Detection using Gabor feature extraction and neural network (face detection, object detection, neural networks)

create_gabor

create_net

draw_rect (in,w)

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updated almost 2 years ago

NeuLoud (Calculates Loudness Level) by Victor Espinoza

Calculates Loudness Level according to ISO-226:2003 using Artificial Neural Networks for any SPL. (loudness level, psychoacoustic, acoustic)

L=NeuLoud(f1,SPL1)

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updated 2 years ago

Ensemble Toolbox by Mohammad Ali Bagheri

This toolbox provides some combination methods to fuse an ensemble of classifiers (classification, ensemble of classifie..., multiple classifier s...)

...

Ensemble_decision=CombineCLFs(CombinitionMethod,...

[Patterns,Targets,V_Targets]=LoadData(dataset,scale)

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updated 2 years ago

SCOPE: interactively tabulate SEER excel variables by Rex Cheung

This takes SEER excel column data interactively, tabulate them, write back in table format. (data import, data export, optimization)

output=xls2tabulate2xls(xlsfilename)

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updated almost 3 years ago

ANFIS for 2 dof robot by saurabh korgaonkar

anfis function is used to create a neural network to solve the inverse kinematics problem (anfis, neural networks, inverse kinematics)

DK47(q5,q6)

coordinates(in1,Q5,Q6)

trialdata.m

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updated 3 years ago

Electricity Load Forecasting for the Australian Market Case Study by David Willingham

This is a case study of forecasting short-term electricity loads for the Australian market. (artificial intelligen...)

createHolidayDates(startDate, endDate)

create_fit_net(inputs,targets)

createfigure3(data1, data2, S1, C1, data3)

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updated almost 4 years ago

Data Driven Fitting with MATLAB by Richard Willey

Richard Willey (view profile)

Demostration code and data sets for the "Data Driven Fitting with MATLAB" webinar. (localized regressionl..., localized regression, loess)

fitit(X,Y,varargin)

FititDemo.m

Load_Forecasting.m

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updated almost 4 years ago

Electricity Load and Price Forecasting Webinar Case Study by Ameya Deoras

Ameya Deoras (view profile)

Slides and MATLABĀ® code for the day-ahead system load and price forecasting case study. (electricity, energy trading, model)

createHolidayDates(startDate, endDate)

dynamicDateTicks(axH, link)

fetchDBLoadData(startDate, endDate)

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updated almost 4 years ago

Voice Based Biometric System by ambavi patel

Biometric property speech used for text dependent speaker recognition system. (signal processing, text dependent speake..., mfcc)

[fsize1,osize1,nwin1]=calsize(stime1,intval1,len1)

[fsize1,osize1,nwin1]=calsize(stime1,intval1,len1)

adddb.m

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updated almost 4 years ago

Neural Network Simulation of non-linear Mass Spring Damper by Christopher Rouxel

Mass spring damper simulation with non-linear everythings.NN Toolbox not needed (neural network, msd, mass)

B=Bvlin(v)

dampernet=NNdamper()

dampernet=NNdamper_lin()

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updated 4 years ago

Neural Network (MLP) Robot Localization by George Brindeiro

Simulation of neural robot localization using a Multi-Layer Perceptron Network. (simulation, gui, neural)

kksim(varargin)

localization_gui(varargin)

plotArrow(h,x,y,theta)

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updated 4 years ago

Neural Network add-in for PSORT by Tricia Rambharose

This add-in allows a Neural Network to be trained by Particle Swarm Optimization technique. (neural network, particle swarm optimi..., optimization)

NN_training_demo

nn_train_feedback(command,net,varargin)

trainpso(net, tr, trainV, valV, testV, varargin)

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updated 4 years ago

Face Detection using Support Vector Machine (SVM) by Omid Sakhi

Omid Sakhi (view profile)

Face Detection using Gabor feature extraction and support vector machines (SVMs) (face detection, support vector machin..., svm)

gabor (w,nu,mu,Kmax,f,sig)

im2vec (W27x18)

imscan (net,im)

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updated 4 years ago

Face Detection System by Omid Sakhi

Omid Sakhi (view profile)

Face Detection using Gabor feature extraction and neural network (application, face detection, neural networks)

drawrec (in,w)

gabor (w,nu,mu,Kmax,f,sig)

im2vec (W27x18)

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updated 4 years ago

MMGDX: a maximum-margin training method for neural networks by Oswaldo Ludwig

Oswaldo Ludwig (view profile)

Maximum-margin training method applicable to MLP in the context of binary classification. (neural networks, machine intelligence, machine learning)

[acc,estimated]=sim_MMGDX(Nor,W1,W2,b1,b2,X,t)

train_MMGDX.m

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updated 4 years ago

Gradient from Neural Network by Alan Jennings

Function that takes a NN and creates a new NN that gives the gradient. (neural networks, function, gradient)

NN_GradientFunction(net)

NN_DerivativeValidate

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updated almost 6 years ago

Neural Network Symbolic expression by Dirk Gorissen

Prints out the symbolic expression of a Matlab Neural Network toolbox object (external interface, neural network, symbolic expression)

getNeuralNetExpression(net, outputIndex)

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updated almost 6 years ago

autoassociative memory by John Wetters

Develop a Matlab program to demonstrate a neural network autoassociative memory. (signal processing, mathematics, demo)

PlotRealMatrix(matrix)

plot_vector7_5(vector)

assoc_mem_demo.m

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updated 6 years ago

Character Recognition Example (III):Training a Simple NN for classification by Tan Chin Luh

Tan Chin Luh (view profile)

This demo shows some examples for image pre-processing before the recognition stage. (application, neural netwrok, image processing)

charGUI(varargin)

charGUI2(varargin)

edu_createnn(P,T)

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updated almost 8 years ago

Neural Network Programs by Dr. Madhu S. Nair

Neural Network Example Programs (neural and fuzzy syst..., perceptron lms, feed)

CR()

delta.m

ff1.m

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updated 8 years ago

Character Recognition Example (IV):Training a Simple NN for classification by Rostam FarrokhNejad

This demo shows some examples for image pre-processing before the recognition stage. (gui, display, annotation)

charcrop(bw)

createnn(P,T)

figresize(bw2)

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updated 9 years ago

Particle Swarm Optimization Toolbox by Brian Birge

Brian Birge (view profile)

  • 1 file
  • 500 downloads
  • 4.23377

With Trelea, Common, and Clerc types along with ... (optimization, emergence, swarm intelligence)

...

[OUT,varargout]=pso_Trelea_vectorized(functname,D,varargin)

[out,varargout]=normmat(x,newminmax,flag)

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updated 11 years ago

AD751 by Vlad Atanasiu

Vlad Atanasiu (view profile)

A tool for laid lines density measurements from paper structure reproductions. (application, papermaking, laid lines)

ad751.m

emboss.m

imregrotate(varargin)

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updated 12 years ago

Simple DIP demos by Tan Chin Luh

Tan Chin Luh (view profile)

Simple DIP demo using MATLAB 6.1, Image Processing Toolbox and NN Toolbox. (tutorial, example, template matching)

[complete_rivets,incomplete_rivets]=project(x)

[pic_NNinput]=crop5box(x,thresh)

about(varargin)

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updated 13 years ago

LABELNET by Ikaro Silva

Ikaro Silva (view profile)

Plots neurons and inputs of a self-organizing network on a 2D weight map. (fuzzy logic, neural networks, cluster graph plot ad...)

labelnet(net,varargin)

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