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updated 4 months ago

Machine_learning_PRTools.zip by Jigar Gada

A systematic way of using the functions of PR Tools has been created. (machine learning, pattern classificatio..., pattern recognition)

SVM_local(str,Tr,Deg,C,crossVal,N_folds,N_times)

data_normalization(str,Tr,Test, Testf)

dimension_reduction(str,Tr, Test, Testf,k)

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updated 5 months ago

AutoAssociativeNeuralNetwork.zip by Selva

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 6 months ago

Radial Basis Function with K Mean Clustering by Shujaat Khan

Radial Basis Function with K Mean Clustering using Pseudo inverse method (kmean, clustering, rbf)

[C]=K_Means(X,M,D)

[Class_IDS]=Class_IDs(NC,NS);

[K]=Kernel(X,C)

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updated 7 months ago

Expectation Maximization Algorithm with Gaussian Mixture Model by Shujaat Khan

Matlab Implementation of EM Algorithm with GMM (em algorithm, gaussian mixture mode..., gmm)

Main

gauss_dist(x,meu,sigma )

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updated 2 years ago

Fast computation of Zernike Radial Polynomials by Mohammed Sadeq Al-Rawi

Q-recursive based iteration function (zernike moments, image processing, signal processing)

zernike_radial_polynomials(n,r)

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updated 3 years ago

Pegasos - Primal Estimated sub-Gradient SOlver for SVM by nitin thokare

This is implementation of "Pegasos-Primal Estimated sub-Gradient SOlver for SVM" paper. (pegasos, primal estimated subg..., svm)

pegasos(X,Y,lamda,k,maxIter,Tolerance)

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