39 commits

Author	SHA1	Message	Date
Moreno	e572bfb746	Basic framework for serializing GPy models	2017-09-11 12:18:01 +01:00
Siivola Eero	a9cdfad4b6	Fixed two small lbugs	2017-08-10 11:14:40 +03:00
Akash Kumar Dhaka	8b621a409c	commiting code for some changes to api for calculating ep_gradients, also fixing some issues with gaussian hermite quadrature, no we have both avaialable ...	2017-08-10 11:14:40 +03:00
Akash Kumar Dhaka	ae27e1225d	adding file for gaussian-kronrod integration, test cases and calculating gradients of log marginal wrt theta-likelihood params	2017-08-10 11:14:40 +03:00
Akash Kumar Dhaka	69a81acff9	bug fix to prevent infinite loop because of incorrect stopping condition	2017-08-10 11:14:40 +03:00
Moreno	255d97a917	Refactor EP and EPDTC	2017-08-10 11:14:40 +03:00
esiivola	7c4e2f21f8	Added initial version of the refactored EP	2017-08-10 11:14:40 +03:00
esiivola	0d06dc3b4e	Added initial version of the refactored EP	2017-08-10 11:14:40 +03:00
esiivola	dfc5bd42dc	Added initial version of the refactored EP	2017-08-10 11:14:40 +03:00
Moreno	63751de912	Changes in EP/EPDTC to fix numerical issues and increase the flexibility of the inference. ... Changes to avoid numerical issues and improve the performance: - Keep value of the EP parameters between calls - Enforce positivity of tau_tilde - Stable computation of the EP moments for the Bernoulli likelihood - Compute marginal in the GP model without directly inverting tau_tilde Changes to improve the flexibility: - Add parameter for maximum number of iterations - Distinguish between alternated/nested mode - Distinguish between sequential/parallel updates in EP	2017-06-01 11:59:04 +03:00
Max Zwiessele	896887bd94	[inference] rename wrong precision into variance	2016-09-01 13:16:50 +01:00
mzwiessele	61dff6e62b	[fix #380] reloading ep	2016-04-27 12:41:24 +01:00
mzwiessele	e4d76a133a	[fix #380] reloading ep	2016-04-27 12:37:04 +01:00
Alan Saul	3d90b1b3ff	Documentation	2015-11-20 15:52:19 +02:00
Alan Saul	02af482585	Removed old code	2015-11-20 15:50:01 +02:00
Alan Saul	efa9b920c3	Allow EP to have a auto reset option	2015-11-20 15:06:20 +02:00
Alan Saul	ebf98328fe	Merge branch 'devel' into fixing_likelihoods	2015-11-12 13:36:23 +00:00
Alan Saul	3dba1c05de	Added Z_tilde contribution for EP, now log_marginal is correct, need to check for var_dtc case	2015-10-22 16:19:27 +01:00
Alan Saul	5b4abf4c34	Fixing bernoulli likelihood for Laplace, fixing Zep for EP, and starting working on quadrature limits	2015-10-19 19:29:57 +01:00
mzwiessele	dce82847a7	[paramz] fully integrated all tests running	2015-10-15 14:59:57 +01:00
Max Zwiessele	383cf41dab	[#186] fixed distribution across files and added base class for reusability	2015-09-11 17:13:21 +01:00
Max Zwiessele	69f6cfa6f7	[inference] changed gaussian variance to precision (which it really is)	2015-09-11 16:59:55 +01:00
Max Zwiessele	8132084de6	[ep] now calling exact inference instead of copying code	2015-09-11 15:47:07 +01:00
Max Zwiessele	1d354f5cce	[classification] sparse gp classification and dtc update	2015-09-11 15:08:30 +01:00
Mike Croucher	5c653fa4b0	Fix merge conflicts	2015-04-01 13:03:48 +01:00
Mike Croucher	e82b5fe773	Resolve merge conflicts	2015-04-01 11:44:20 +01:00
James Hensman	254157ce04	Merge branch 'devel' of github.com:/sheffieldml/GPy into mean_functions	2015-03-25 16:48:24 +00:00
James Hensman	e74bfd81c6	added some clarifying comments with NDL	2015-03-25 14:22:39 +00:00
James Hensman	fa801bf46c	mean functions in place	2015-03-23 14:47:49 +00:00
Mike Croucher	506a57def8	Import fixes for Py3	2015-02-27 17:39:15 +00:00
James Hensman	384b6c70c5	more coopyrighting	2014-11-21 11:52:28 +00:00
teodecampos	f84f3f4308	Fixed an assertion, it was checking the dimensionality of the input data matrix, rather than that of the labels.	2014-05-23 17:18:38 +01:00
Ricardo	3d76664af0	EP is back.	2014-05-15 16:36:03 +01:00
Ricardo	a03d037736	Merge branch 'devel' of github.com:SheffieldML/GPy into devel	2014-05-15 14:11:20 +01:00
Ricardo	bd7a80dde5	flags added	2014-05-15 14:11:11 +01:00
Max Zwiessele	58a05f37b7	[latentfunctioninference] superclass LatentFunctionInference added, which contains a call just before and just after optimization	2014-05-15 14:06:00 +01:00
Ricardo	6587f52004	minor change	2014-04-16 11:05:34 +01:00
Ricardo	dfb555bbf2	missing docstrings	2014-03-20 16:50:17 +00:00
James Hensman	77d08a7d6f	fixes to EP	2014-03-14 11:47:23 +00:00

Renamed from GPy/inference/latent_function_inference/ep.py (Browse further)