This toolbox implements the EP algorithms described in Thomas Minka s thesis and UAI paper.

bpm\@bpm_ep
...\.......\bpm_ep.m
...\.......\classify.m
...\.......\display.m
...\.......\draw.m
...\.......\get_s.m
...\.......\get_v.m
...\.......\get_w.m
...\.......\predict.m
...\.......\retrain.m
...\.......\set_kernel.m
...\.......\set_restrict.m
...\.......\set_stepsize.m
...\.......\set_vp.m
...\.......\set_X.m
...\.......\set_Y.m
...\.......\subsasgn.m
...\.......\subsref.m
...\.......\train.m
...\.......\train_ard.m
...\.......\train_ard_kernel.m
...\.......\train_kernel.m
...\.......\train_linear.m
...\COPYING
...\Contents.m
...\README.txt
...\bpm_brute.m
...\bpm_classify.m
...\bpm_direct.m
...\bpm_draw.m
...\bpm_likelihood.m
...\bpm_task.m
...\brute_predict.m
...\data
...\....\bits.mat
...\....\breast_cancer_wisconsin.mat
...\....\digit.mat
...\....\example2.mat
...\....\example3.mat
...\....\heart.mat
...\....\ionosphere.mat
...\....\pima.mat
...\....\six_pts.mat
...\....\sonar.mat
...\....\three_pts.mat
...\....\thyroid.mat
...\draw_ellipsoid.m
...\draw_vs_point.m
...\kernelmtx_discrete.m
...\kernelmtx_linear.m
...\kernelmtx_poly.m
...\kernelmtx_rbf.m
...\other
...\.....\billiard
...\.....\........\billiard.m
...\.....\........\kbilliard.m
...\.....\........\tbilliard.m
...\.....\ep
...\.....\..\ep_kernel.m
...\.....\..\ep_probit.m
...\.....\..\ep_step.m
...\.....\logreg
...\.....\......\logreg_newton.m
...\.....\old
...\.....\...\junk
...\.....\...\kernel.m
...\.....\...\kerneldiag.m
...\.....\...\kernelmtx.m
...\.....\...\svkernelv.m
...\.....\...\test_maire.m
...\.....\sep
...\.....\...\adf_step.m
...\.....\...\bayes_brute.m
...\.....\...\bayes_brute2.m
...\.....\...\bayes_predict_brute.m
...\.....\...\digit_compare.mat
...\.....\...\digit_compare2.mat
...\.....\...\draw_ellipsoid.m
...\.....\...\ep_kernel.m
...\.....\...\ep_step.m
...\.....\...\ep_step_sphere.m
...\.....\...\gpc.png
...\.....\...\gpc2.png
...\.....\...\gpc2t.png
...\.....\...\gpr.m
...\.....\...\gpr.png
...\.....\...\gpr2.png
...\.....\...\gpr2s.png
...\.....\...\gpr2t.png
...\.....\...\heart_result.mat
...\.....\...\ion_results.mat
...\.....\...\opper_mf.m
...\.....\...\opper_tap.m
...\.....\...\opper_vb.m
...\.....\...\perceptron.m
...\.....\...\pima_small.mat
...\.....\...\pima_time.mat
...\.....\...\rujan.results
...\.....\...\rujan_pms
...\.....\...\save_rujan.m

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