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updated 5 days ago

Robust Spatial Gaussian Mixture Model (SGMM) and Background Adjustment by MENG

MENG (view profile)

Robust estimation of Spatial Gaussian mixture models and various ways to adjust background. (image analysis, image segmentation, statistics)

BA_score(obs, par, posterior, baType, marginal)

EM_Robust(y, B_mat, par_ini, tunning, Display, maxIter, T...

EstimatePars(input, obs, type)

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updated 21 days ago

Loess filtering - C++ implementation by Bart Vermeulen

Performs a locally weighted robust regression on multidimensional scattered data (regression, multidimensional, multithreaded)

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updated 2 months ago

Optimal multiresonant controller in dq0 by Bartlomiej Ufnalski

Particle swarm is employed to optimize a multiresonant controller synthesized in the dq0 frame. (multiresonant, multioscillatory, optimal)




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updated 3 months ago

Newton Raphson Matrix form by Ganindu

Ganindu (view profile)

Newton Raphson for a Linear system of equations (newton raphson, robust, linear algebra)


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updated 5 months ago

raamana/RobustFuzzyCMeans by Pradeep Reddy Raamana

Robust Fuzzy C-means (image processing, cmeans, fuzzy logic)

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updated 6 months ago

Multiresonant versus iterative learning control by Bartlomiej Ufnalski

Some similarities and differences between these two controllers can be studied here. (repetitive control, iterative learning co..., rc)




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updated 1 year ago

Robust Least-Squares Smoother by Jim

Jim (view profile)

Smooths Noisy, Outlier-Infested Data by Minimizing a Cost Function (smoother, smoothing, smoothing filter)


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updated almost 2 years ago

"UTide" Unified Tidal Analysis and Prediction Functions by Daniel Codiga

Sea level & vector current; irregular times; confidence intervals; constituent selection diagnostics (tides, tidal currents, tidal analysis)



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updated 2 years ago

rfitslm by Felipe G. Nievinski

Robust fit of simple linear regression model (ignoring NaNs). (slope, regression, robust)




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updated 2 years ago

Robust linear regression by Damien Garcia

Damien Garcia (view profile)

RLINFIT(x,y) returns the coefficient estimates (slope and intercept) for a robust linear regression (linear regression, robust)


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updated 2 years ago

Robust Multidimensional scaling (MDS) using ECDFs by michael kim

Take m points in R^n and transform those points to R^p such that the ECDF of distances are preserved (mds, multidimensional scal..., ecdf)

ksMSD(inputMat, projColSize, sampleSize, totalReps)

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updated 3 years ago

Nadaraya-Watson smoothing by Jan Motl

Jan Motl (view profile)

A non-parametrical regression (smoothing) tool using Gaussian kernel. (regression, smoothing, smooth)


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updated 3 years ago

mvsregress by Robert Piche

Robert Piche (view profile)

Robust multivariate regression using the Student-t distribution (statistics, student, studentt)


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updated 4 years ago

Theil–Sen estimator by Arnout Tilgenkamp

Robust regression for slope estimation between 1dimensional X and y (regression, slope, estimation)


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updated 4 years ago

regstats2 by Oleg Komarov

Oleg Komarov (view profile)

Regstats enhanced. Robust std.errors; loops on a matrix of responses, 'onlydata' model. (regstats, regression, statistics)

REGSTATS2: what's new


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updated almost 5 years ago

Robust Sudoku Solver by Iskander Benhadj

Robust Sudoku solver is robust solver. (sudoku, robust, excellent)



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updated 5 years ago

lowtrimmean by Yury

Yury (view profile)

Analogous to Matlab trimmean, but trims only the low values. (statistics, robust, central estimate)


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updated 5 years ago

Robust Sparse data types by Matt J

Matt J (view profile)

Creates sparse array like MATLAB's built-in sparse type, but robust to certain bugs/errors. (sparse, patch, bug)

asgn(a1, a2)



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updated 5 years ago

Local Regression 2D by Arnout Tilgenkamp

Local Regression for 2D Data with plot/figure (finance, regression, local regression)


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updated 10 years ago

CircleFit.m by J. David Cogdell

Robust nonlinear least squares fit of exact equation of circle to xy data (optimization, robust, nonlinear)


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updated 10 years ago

Datum2D.m by J. David Cogdell

Fits arbitrary-order linear least squares equation to xy data with (optional) automatic outlier ... (optimization, robust, lls)

Datum2D(IndataX,IndataY, Eflag,Iflag,nSigma,Gflag,QuietFlag)

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updated 10 years ago

Application of Parity Relation based FDI by Hafiz Bilal Ahmad

Robust residual generation for FDI in dynamic systems. (robust, residual generation, parity relation)




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updated 11 years ago

Robust Data File Reading utility (RDFREAD) by Michael Boldin

Michael Boldin (view profile)

Imports data from a comma- or tab-delimitted file. (data import, data export, import)


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updated 13 years ago

Robust Aeroservoelastic Stability Analysis by Marty Brenner

Companion Software (controls, robust, aeroservoelastic)


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updated 13 years ago

Robust Adaptive Control by Petros Ioannou

Companion Software (controls, textbook, robust)

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