Comparison of software for Gaussian processes
来源：
作者：unkonwn
时间：2004-12-10
点击：
| Name |
Author |
Institution |
Language |
Exec |
Multiclass |
Regression |
Comments |
| Bayesian Committee Machine |
Anton Schwaighofer |
Fruanhofer FIRST |
Matlab |
- |
No |
Yes |
Method? |
| Cpros/Tpros |
Mark Gibbs |
Cambridge |
C |
- |
Binary |
Yes |
Method? |
| Flexible bayesian modeling |
Radford Neal |
Toronto |
C |
- |
? |
Yes |
MCMC |
| GPdemo |
David Mackay |
Cambridge |
Octave |
- |
No |
Yes |
Method? |
| GP-LVM |
Neil Lawrence |
Sheffield |
Matlab/C++ |
- |
- |
- |
Latent variable model |
| GP-map-1 |
Carl Rasmussen |
Max Planck |
C |
- |
No |
Yes |
Conjugate gradient for MAP |
| GP-mc-1 |
Carl Rasmussen |
Max Planck |
C |
- |
No |
Yes |
MCMC |
| Gstat |
Edzer Pebesma |
- |
C/R |
- |
No |
Yes |
2D inputs for spatial modeling |
| IVM |
Neil Lawrence |
Sheffield |
Matlab |
- |
Yes |
Yes |
ADF |
| IVM |
Neil Lawrence |
Sheffield |
C++ |
- |
Yes |
Yes |
Method? |
| Kernel logistic regression |
Matthias Seeger |
Tuebingen |
C/Matlab |
- |
Yes |
No |
IRLS for MAP |
| Netlab |
Ian Nabney |
Aston |
Matlab |
- |
No |
Yes |
Laplace |
| OrdinalGP |
Chu Wei and Zoubin Ghahramani |
Gatsby |
C |
- |
Ordinal |
No |
EP and Laplace |
| Sparse online GPs |
Lehel Csato |
Max Plank |
Matlab |
- |
? |
Yes |
EP |
