contents.m

高斯过程在回归和分类问题中的应用

% demonstration scripts and data for the gpml software
% date: 2006-03-27.
%
% data_6darm.mat      - MacKay's robot arm data, with 6 input dimensions
% data_boston.mat     - the boston housing data
%
% demo_ep_2d.m        - Demonstrate EP GP classifier on 2-d data
% demo_ep_usps.m      - Demonstrate EP GP classifier on USPS digits data
% demo_gparm.m        - Demonstrate GP regression on MacKay's robot arm problem
% demo_gpr.m          - Demonstrate gpr function for flexible covariances
% demo_gprsparse.m    - Demonstrate approx GP regression on Boston housing data
% demo_laplace_2d.m   - Demonstrate Laplace binary GPC on 2-d data
% demo_laplace_usps.m - Demonstrate Laplace GP classifier on USPS digits data
%
% Copyright (c) 2005, 2006 by Carl Edward Rasmussen and Chris Williams