bpm

代码说明：

  Thomas Minka 编写的适用于Bayesian Point Machine，Expectation Propagation计算的matlab工具箱。对科研人员很有价值。 (This toolbox implements the EP algorithms described in Thomas Minka s thesis and UAI paper.)

文件列表：

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