Module Expr Str ImportFrom alias alias alias alias alias alias alias alias alias alias alias ImportFrom alias alias alias alias ImportFrom alias ImportFrom alias Import alias identifier ImportFrom alias Import alias Import alias If CompareLtE Call NameLoad AttributeLoad NameLoad attr Num body Print Str SubscriptLoad Call AttributeLoad Call NameLoad SubscriptLoad AttributeLoad NameLoad attr Index Num attr AttributeLoad NameLoad attr Index Num Str Expr Call NameLoad Assign NameStore Call NameLoad SubscriptLoad AttributeLoad NameLoad attr Index Num If CompareGtE Call NameLoad AttributeLoad NameLoad attr Num body Assign NameStore Call NameLoad SubscriptLoad AttributeLoad NameLoad attr Index Num orelse Assign NameStore NameLoad If CompareGtE Call NameLoad AttributeLoad NameLoad attr Num body Assign NameStore Call NameLoad SubscriptLoad AttributeLoad NameLoad attr Index Num orelse Assign NameStore Str Assign SubscriptStore AttributeLoad NameLoad attr Index Str NameLoad Assign SubscriptStore AttributeLoad NameLoad attr Index Str NameLoad Assign NameStore ListLoad Str Str Str Str Assign NameStore ListLoad Str Str Str Str Assign NameStore ListLoad Str Str Str Str Assign NameStore Num For NameStore NameLoad body Assign NameStore BinOpAdd BinOpAdd NameLoad NameLoad Str Assign NameStore Call NameLoad NameLoad Str Assign TupleStore NameStore NameStore NameStore Call NameLoad NameLoad Assign NameStore SubscriptLoad Call NameLoad NameLoad Index Num Expr Call NameLoad Num If CompareEq NameLoad Str body Assign NameStore BinOpDiv Call NameLoad NameLoad Num Call NameLoad NameLoad Assign NameStore Call NameLoad NameLoad Num If CompareEq NameLoad Str body Assign NameStore BinOpDiv Call NameLoad NameLoad Num Call NameLoad NameLoad Assign NameStore Call NameLoad NameLoad Num Assign NameStore Num Assign NameStore BinOpMult NameLoad NameLoad If CompareEq NameLoad Str body Assign NameStore CompareEq NameLoad Str orelse If CompareEq NameLoad Str body Assign NameStore BoolOpOr CompareEq NameLoad Str CompareEq NameLoad Str orelse If CompareEq NameLoad Str body Assign NameStore CompareEq NameLoad Str orelse Assign NameStore NameLoad If NameLoad body Expr Call NameLoad NameLoad NameLoad keyword NameLoad keyword Str keyword SubscriptLoad NameLoad Index NameLoad orelse Expr Call NameLoad NameLoad NameLoad keyword NameLoad keyword Str keyword Num keyword SubscriptLoad NameLoad Index NameLoad keyword Str AugAssignAdd NameStore Num Expr Call NameLoad NameLoad Expr Call NameLoad Str keyword Num Expr Call NameLoad Num Num If CompareEq NameLoad Str body Expr Call NameLoad BinOpAdd Str Str keyword Num If CompareEq NameLoad Str body Expr Call NameLoad Str keyword Num Expr Call NameLoad
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Created on 30 Jan 2014

@author: dino
 matplotlib.pyplot figure plot show legend xlabel ylabel savefig fill fill_between errorbar xlim numpy.ma.core mean std shape sqrt pickle load kameleon_mcmc.paper_figures latex_plot_init N/A matplotlib mpl numpy.ma.extras median N/A sys N/A os N/A N/A N/A len N/A sys argv 1 N/A N/A usage: N/A N/A N/A N/A str N/A N/A sys argv N/A 0 split N/A os sep N/A -1 <which_plot[mmd,mean]> <highlight[SM,AM,KAMH;optional]> <directory[optional]> N/A N/A exit N/A which_plot N/A str N/A N/A sys argv N/A 1 N/A N/A N/A len N/A sys argv 3 N/A N/A highlight N/A str N/A N/A sys argv N/A 2 N/A N/A highlight None N/A N/A N/A len N/A sys argv 4 N/A N/A directory N/A str N/A N/A sys argv N/A 3 N/A N/A directory /nfs/home2/dino/kamh-results/mmds/ N/A N/A N/A mpl rcParams N/A text.usetex True N/A N/A N/A mpl rcParams N/A text.latex.unicode True N/A sampler_names_short N/A SM AM-FS AM-LS KAMH-LS N/A sampler_names N/A StandardMetropolis AdaptiveMetropolis AdaptiveMetropolisLearnScale KameleonWindowLearnScale N/A colours N/A blue red magenta green N/A ii 0 N/A sampler_name sampler_names N/A N/A filename N/A N/A directory sampler_name _mmds.bin N/A f N/A open filename r N/A N/A upto mmds mean_dist N/A load f N/A trials N/A N/A shape mean_dist N/A 1 N/A N/A figure 1 N/A N/A which_plot mean N/A N/A stds N/A N/A std mean_dist 1 N/A sqrt trials N/A means N/A mean mean_dist 1 N/A N/A which_plot mmd N/A N/A stds N/A N/A std mmds 1 N/A sqrt trials N/A means N/A mean mmds 1 N/A zscore 1.28 N/A yerr N/A zscore stds N/A N/A highlight SM N/A N/A condition N/A sampler_name StandardMetropolis N/A N/A N/A highlight AM N/A N/A condition N/A N/A sampler_name AdaptiveMetropolis N/A sampler_name AdaptiveMetropolisLearnScale N/A N/A N/A highlight KAMH N/A N/A condition N/A sampler_name KameleonWindowLearnScale N/A N/A condition True N/A condition N/A N/A N/A errorbar upto means yerr yerr fmt o- color N/A colours N/A ii N/A N/A N/A errorbar upto means yerr yerr fmt o- alpha 0.1 color N/A colours N/A ii ecolor 0.9 N/A ii 1 N/A N/A legend sampler_names_short N/A N/A xlabel number of samples fontsize 12 N/A N/A xlim 460 5040 N/A N/A which_plot mean N/A N/A N/A ylabel N/A mean distance  $\left\Vert \hat{\mu}_{\theta}-\mu_{\theta}^{b}\right\Vert _{2}$ fontsize 12 N/A N/A which_plot mmd N/A N/A N/A ylabel MMD from the benchmark sample fontsize 12 N/A N/A show