17 commits

Author	SHA1	Message	Date
James Hensman	1a135ca9f7	some code to debug the sprase GP gradients with.	2013-01-11 17:54:10 +00:00
James Hensman	57934d82a6	sphinx configuratino for readthedocs.org	2013-01-09 15:45:39 +00:00
James Hensman	aae006411a	GP_regression and sparse_GP_regression now only return the full ... posterior covariance matrix when requested.	2012-12-21 11:42:39 +00:00
James Hensman	cc3ccf1ddc	reduced the memory requirements of the sparse GP ... by a factor of M!	2012-12-18 15:51:39 +00:00
James Hensman	5f2c2a04f8	chenged a little of the notation in the sparse GP ... This should allow easier implementation of het. noise	2012-12-08 15:15:31 -08:00
James Hensman	ab56f3f9b7	small tweak to the gradients in sparse GP	2012-12-07 23:03:53 -08:00
James Hensman	c72d1b1a5b	changed the behaviour of pdinv: now returns L and Li as well as the inverse	2012-12-06 09:51:13 -08:00
James Hensman	c003b2f34d	Minor edits	2012-12-05 09:10:27 -08:00
James Hensman	5f22bd00e6	made uncertain inputs a simple swith in the sparse GP class. This simplifies the inherritance structure	2012-12-03 18:35:05 +00:00
James Hensman	c4761bedf5	minor commenting	2012-12-02 15:12:14 +00:00
James Hensman	1d8104bcc2	general tidying in sparse_GP_regression ... Have also made a small ampount of headway in enabling heteroscedatic noise.	2012-12-02 13:40:19 +00:00
James Hensman	365d069ae8	saved a little computation by exploiting the symmetry of a matrix	2012-12-02 12:35:54 +00:00
James Hensman	1c60e50fed	I think the gradients bug in the sparse GP model is due to Kmm being unstable to invert. REducing M in some of the examples really helps	2012-12-02 12:32:20 +00:00
James Hensman	821701142a	tidied up some commented code from sparse_GP_regression	2012-11-30 12:43:14 +00:00
James Hensman	ba84a43ea3	sparse GP regression now working on this branch	2012-11-30 11:47:35 +00:00
Nicolo Fusi	92adeecb6c	added copyright notice and license at the top	2012-11-29 16:39:20 +00:00
Nicolo Fusi	61984274dd	models	2012-11-29 16:32:48 +00:00