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Created with Raphaël 2.2.018Jan75424Dec212017131122Nov181712111030Oct25201914111087543217Sep16138Aug654329Jul2827262423222198722Jun21201913118427May26252019181711104320Apr123Mar2221191817161413121110987532126Feb2524231812111086543129Jan28261924Dec723Nov19171428Oct2120123Sep211918169754230Aug2524201918171615146227Jul2524232119181716151098717Jun331May30262521171314Apr13754331Mar30292824232221201912987629Feb282726252018121196543231Jan29282726242322191817161413129129Dec2826252413121152129Nov262524221918121176531Oct2924221918171514131210830Sep2423222018171615111043227Aug26242322212019181514121198765130Jul29282625232221201918171517May1614130Apr29282726221817161521[PA-A] update scripts for format style.[PA-A][util]add a post_plot with barchart for all models.[surrogate] remove chaospy dependency and update beta in RegressionFastARD class.[all] add header and improve format style[PA-A][PNM] update main script.[PA-A][PNM] update validation sets with new transimissibility parameters.[BayesInference] update normpdf function to avoid for loop for valid case.[test][Analytical] update main script.[surrogate] scale parametersets before passing to the GP.[Bayesinference] refactor likelihhod function.[MCMC] increase burn-in step from 100 to 200 steps.[PA-A][PNM] update script with only one Transmissibility param.[PA-A][PNM] merge two transmissibility variables into one.[PA-A] add barplot for predictiveplot.[PA-A] update main scripts.[surrogate] update GP-based bias model[Bayesinference] change surrogate error power.[PA-A] update data with smaller CVSize in FF.[BayesInference] change cornerplot arguments.[PA-A] cleanup scripts.[Surrogate] change gp kernel for model error.[BayesInference] pass modelerror from mcmc directly to Bayes object.[MCMC] change the default move to strechmove and increase steps for the auto-correlation check.[MCMC] use vectorize option to likelihoods of all proposed samples, simultaneously[PA-A] new error pnm[surrogate] clean up[PA-A] update scripts.[PA-A][util] add a script for variance decompostion.[BayesInference] fixed bugs related to the parameter ranges.[PA-A] update script with model error.[BayesInference] add a sequential GPR-based model error in MCMC.[PA-A] add new parameters for discrepancy model.[PA-A][util] add new EDY_plot.[surrogate][BayesInference] added new GPR-based discrepancy model in surrogate class.[PA-A] update perturbed data with smaller noise.[PA-A] update main scripts and perturbed data.[BayesInference] update scripts[PA-A][stokes] update data without averaging.[PA-A][stokespnm] move and rename extractpointovertime script.[PA-A][stokespnm] update extractpointdataovertime