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updated 1 day ago

The MCMC Hammer, gwmcmc by Aslak Grinsted

Aslak Grinsted (view profile)

Markov Chain Monte Carlo sampling of posterior distribution (mcmc, markov chain, monte)

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updated 4 months ago

Bayesian Multiscale Smoothing for d-dimensional Gaussian Noised Images by MENG

MENG (view profile)

It contains the functions and a demonstration file to denoise 3D images. (image processing, 3d image, denoise)

CRP(M,dim)

Estimation(obs, tsigma, tau, M)

EstimationShift(obs, sigmahat, tau, M, step, parallel)

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updated 4 months ago

Bayesian Linear Regression by Soumya Banerjee

This is a set of MATLAB functions to do Bayesian linear regression (statistics, optimization, mathematics)

bayesian_regression

CALL_bayesian_regression

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updated 4 months ago

Bayesian Multiscale Smoothing for 2-dimensional Gaussian Noised Images by MENG

MENG (view profile)

It contains the functions and a demonstration file. (image processing, bayesian, multiscale)

Bayesian_CRP(obs, sigmahat_method, step, parallel)

CRP(M,dim)

Estimation(obs, tsigma, tau, M)

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updated 1 year ago

Rock Paper Scissors Bayesian Network Learner by Qingyang Chen

Use of a Bayesian network to predict the player in rock-paper-scissors based on previous patterns. (rock paper scissors, bayesian network, bayesian)

rockpaperscissors_comment( whoWin, youStreak )

rockpaperscissors.m

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updated almost 2 years ago

Metropolis Hastings by Saad Jbabdi

Simple but powerful implementation of the MH algorithm (monte carlo markov ch..., metropolis hastings, bayesian)

mh(varargin)

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updated 2 years ago

Variational Bayesian Canonical Correlation Analysis by Makoto Takemiya

This package provides a Matlab (object-oriented) implementation of Bayesian CCA. (bayesian, bcca, cca)

BCCApredOneWay(x,tr_struct,pr_parm)

BCCAtrainMain(x1,x2,parm)

[pr_struct,pr] =BCCApredBoth(x1,x2,tr_struct,pr_parm)

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updated 2 years ago

NIST Statistical Reference Datasets for Nonlinear Regression by Adam Gripton

MAT file of all the benchmark Nonlinear Regression problems from the NIST StRD website (nonlinear, regression, statistics)

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updated 3 years ago

Variational Bayesian Inference for Gaussian Mixture Model by Mo Chen

Mo Chen (view profile)

Variational Bayes method (mean field) for GMM can auto determine the number of components (bayesian, variational, gaussian)

logmvgamma(x,d)

logsumexp(x, dim)

spread(X, label)

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updated 4 years ago

BMS toolbox for Matlab: Bayesian Model Averaging (BMA) by stz Zeugner

Do Bayesian Model Averaging (BMA) via a hidden instance of R (Windows only). (bayesian, r, statconn)

BMStoolboxPath()

bms(X_data, burn, iter, nmodel, mcmc, g, mprior, mprior_s...

bmsGUI(varargin)

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updated almost 6 years ago

Differential Evolution Monte Carlo sampling by Corey Yanofsky

easy Bayesian computation for real parameter spaces (statistics, probability, bayesian)

DEMC_sample.m

demo_DEMC.m

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updated 6 years ago

Conditional Density Propagation Tracker (1 Dimenstional) by Prakash Manandhar

Tracks parameter in clutter using Isard and Blake (1998)'s ConDensation Algorithm. (image processing, signal processing, statistics)

IterateCondensation(t)

Main.m

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updated 11 years ago

Accurate Confidence Intervals by Tim Ross

Tim Ross (view profile)

Computes especially accurate confidence intervals for proportions, rates, and their differences. (statistics, probability, confidence interval)

binopdf_01ok(x,n,p)

binopdf_of_p(p, x, n)

get_ci_cs1(x,n,alpha)

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