{"action":"created","issue":{"url":"https://api.github.com/repos/SheffieldML/GPy/issues/350","repository_url":"https://api.github.com/repos/SheffieldML/GPy","labels_url":"https://api.github.com/repos/SheffieldML/GPy/issues/350/labels{/name}","comments_url":"https://api.github.com/repos/SheffieldML/GPy/issues/350/comments","events_url":"https://api.github.com/repos/SheffieldML/GPy/issues/350/events","html_url":"https://github.com/SheffieldML/GPy/pull/350","id":143277680,"number":350,"title":"Fixed inputs and BGPLVM prediction tests","user":{"login":"alansaul","id":1190833,"avatar_url":"https://avatars.githubusercontent.com/u/1190833?v=3","gravatar_id":"","url":"https://api.github.com/users/alansaul","html_url":"https://github.com/alansaul","followers_url":"https://api.github.com/users/alansaul/followers","following_url":"https://api.github.com/users/alansaul/following{/other_user}","gists_url":"https://api.github.com/users/alansaul/gists{/gist_id}","starred_url":"https://api.github.com/users/alansaul/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/alansaul/subscriptions","organizations_url":"https://api.github.com/users/alansaul/orgs","repos_url":"https://api.github.com/users/alansaul/repos","events_url":"https://api.github.com/users/alansaul/events{/privacy}","received_events_url":"https://api.github.com/users/alansaul/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"milestone":null,"comments":1,"created_at":"2016-03-24T15:29:41Z","updated_at":"2016-03-24T15:29:43Z","closed_at":null,"pull_request":{"url":"https://api.github.com/repos/SheffieldML/GPy/pulls/350","html_url":"https://github.com/SheffieldML/GPy/pull/350","diff_url":"https://github.com/SheffieldML/GPy/pull/350.diff","patch_url":"https://github.com/SheffieldML/GPy/pull/350.patch"},"body":"Added a convenience function for calculating an array suitable for passing to \"fixed_inputs\" when making predictions. Fixed inputs can be chosen to be computed to be the mean, median, or zeros.\r\n\r\nAlso Andreas mentioned he was having trouble with the BGPLVM prediction with uncertain inputs. Although this appears to be working correctly, we didn't have a test for the moment matching. Added a test for a linear kernel, in this case the output is still Gaussian, so the moment matching should discover the correct moments, and predictions should be close to those being projected."},"comment":{"url":"https://api.github.com/repos/SheffieldML/GPy/issues/comments/200886905","html_url":"https://github.com/SheffieldML/GPy/pull/350#issuecomment-200886905","issue_url":"https://api.github.com/repos/SheffieldML/GPy/issues/350","id":200886905,"user":{"login":"codecov-io","id":8655789,"avatar_url":"https://avatars.githubusercontent.com/u/8655789?v=3","gravatar_id":"","url":"https://api.github.com/users/codecov-io","html_url":"https://github.com/codecov-io","followers_url":"https://api.github.com/users/codecov-io/followers","following_url":"https://api.github.com/users/codecov-io/following{/other_user}","gists_url":"https://api.github.com/users/codecov-io/gists{/gist_id}","starred_url":"https://api.github.com/users/codecov-io/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/codecov-io/subscriptions","organizations_url":"https://api.github.com/users/codecov-io/orgs","repos_url":"https://api.github.com/users/codecov-io/repos","events_url":"https://api.github.com/users/codecov-io/events{/privacy}","received_events_url":"https://api.github.com/users/codecov-io/received_events","type":"User","site_admin":false},"created_at":"2016-03-24T15:29:43Z","updated_at":"2016-03-24T15:29:43Z","body":"## [Current coverage][1] is `42.63%`\n> Merging **#350** into **devel** will decrease coverage by **-0.88%** as of [`597eddc`][3]\n\n\n```diff\n@@            devel    #350   diff @@\n=====================================\n  Files         139     139       \n  Stmts       13144   13144       \n  Branches     1844    1681   -163\n  Methods         0               \n=====================================\n- Hit          5720    5604   -116\n+ Partial       273     271     -2\n- Missed       7151    7269   +118\n```\n\n> Review entire [Coverage Diff][4] as of [`597eddc`][3]\n\n\n[1]: https://codecov.io/github/SheffieldML/GPy?ref=597eddcc817368288d992215f94f84fb9658f26e\n[2]: https://codecov.io/github/SheffieldML/GPy/features/suggestions?ref=597eddcc817368288d992215f94f84fb9658f26e\n[3]: https://codecov.io/github/SheffieldML/GPy/commit/597eddcc817368288d992215f94f84fb9658f26e\n[4]: https://codecov.io/github/SheffieldML/GPy/compare/5c53bc45e2356f7a9ea14134848f0711250f51fb...597eddcc817368288d992215f94f84fb9658f26e\n\n> Powered by [Codecov](https://codecov.io). Updated on successful CI builds."}}