{"action":"created","issue":{"url":"https://api.github.com/repos/cornellius-gp/gpytorch/issues/374","repository_url":"https://api.github.com/repos/cornellius-gp/gpytorch","labels_url":"https://api.github.com/repos/cornellius-gp/gpytorch/issues/374/labels{/name}","comments_url":"https://api.github.com/repos/cornellius-gp/gpytorch/issues/374/comments","events_url":"https://api.github.com/repos/cornellius-gp/gpytorch/issues/374/events","html_url":"https://github.com/cornellius-gp/gpytorch/issues/374","id":380781062,"node_id":"MDU6SXNzdWUzODA3ODEwNjI=","number":374,"title":"Allow priors to take a param_transform","user":{"login":"Balandat","id":1605878,"node_id":"MDQ6VXNlcjE2MDU4Nzg=","avatar_url":"https://avatars2.githubusercontent.com/u/1605878?v=4","gravatar_id":"","url":"https://api.github.com/users/Balandat","html_url":"https://github.com/Balandat","followers_url":"https://api.github.com/users/Balandat/followers","following_url":"https://api.github.com/users/Balandat/following{/other_user}","gists_url":"https://api.github.com/users/Balandat/gists{/gist_id}","starred_url":"https://api.github.com/users/Balandat/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/Balandat/subscriptions","organizations_url":"https://api.github.com/users/Balandat/orgs","repos_url":"https://api.github.com/users/Balandat/repos","events_url":"https://api.github.com/users/Balandat/events{/privacy}","received_events_url":"https://api.github.com/users/Balandat/received_events","type":"User","site_admin":false},"labels":[{"id":623304448,"node_id":"MDU6TGFiZWw2MjMzMDQ0NDg=","url":"https://api.github.com/repos/cornellius-gp/gpytorch/labels/enhancement","name":"enhancement","color":"84b6eb","default":true}],"state":"open","locked":false,"assignee":{"login":"Balandat","id":1605878,"node_id":"MDQ6VXNlcjE2MDU4Nzg=","avatar_url":"https://avatars2.githubusercontent.com/u/1605878?v=4","gravatar_id":"","url":"https://api.github.com/users/Balandat","html_url":"https://github.com/Balandat","followers_url":"https://api.github.com/users/Balandat/followers","following_url":"https://api.github.com/users/Balandat/following{/other_user}","gists_url":"https://api.github.com/users/Balandat/gists{/gist_id}","starred_url":"https://api.github.com/users/Balandat/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/Balandat/subscriptions","organizations_url":"https://api.github.com/users/Balandat/orgs","repos_url":"https://api.github.com/users/Balandat/repos","events_url":"https://api.github.com/users/Balandat/events{/privacy}","received_events_url":"https://api.github.com/users/Balandat/received_events","type":"User","site_admin":false},"assignees":[{"login":"Balandat","id":1605878,"node_id":"MDQ6VXNlcjE2MDU4Nzg=","avatar_url":"https://avatars2.githubusercontent.com/u/1605878?v=4","gravatar_id":"","url":"https://api.github.com/users/Balandat","html_url":"https://github.com/Balandat","followers_url":"https://api.github.com/users/Balandat/followers","following_url":"https://api.github.com/users/Balandat/following{/other_user}","gists_url":"https://api.github.com/users/Balandat/gists{/gist_id}","starred_url":"https://api.github.com/users/Balandat/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/Balandat/subscriptions","organizations_url":"https://api.github.com/users/Balandat/orgs","repos_url":"https://api.github.com/users/Balandat/repos","events_url":"https://api.github.com/users/Balandat/events{/privacy}","received_events_url":"https://api.github.com/users/Balandat/received_events","type":"User","site_admin":false}],"milestone":null,"comments":2,"created_at":"2018-11-14T16:30:05Z","updated_at":"2018-11-14T17:55:08Z","closed_at":null,"author_association":"COLLABORATOR","body":"#371 added support for passing a `param_transform` into many modules to swap out the default exponential transform (i.e. internal parameters in log scale). \r\n\r\nThe priors currently still only support a `log_scale` boolean flag, so there is no easy way to put an existing prior on the transformed parameter (without implementing a new prior). We should change this and support passing in a `param_transform` to the prior constructor as well."},"comment":{"url":"https://api.github.com/repos/cornellius-gp/gpytorch/issues/comments/438756614","html_url":"https://github.com/cornellius-gp/gpytorch/issues/374#issuecomment-438756614","issue_url":"https://api.github.com/repos/cornellius-gp/gpytorch/issues/374","id":438756614,"node_id":"MDEyOklzc3VlQ29tbWVudDQzODc1NjYxNA==","user":{"login":"gpleiss","id":824157,"node_id":"MDQ6VXNlcjgyNDE1Nw==","avatar_url":"https://avatars0.githubusercontent.com/u/824157?v=4","gravatar_id":"","url":"https://api.github.com/users/gpleiss","html_url":"https://github.com/gpleiss","followers_url":"https://api.github.com/users/gpleiss/followers","following_url":"https://api.github.com/users/gpleiss/following{/other_user}","gists_url":"https://api.github.com/users/gpleiss/gists{/gist_id}","starred_url":"https://api.github.com/users/gpleiss/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/gpleiss/subscriptions","organizations_url":"https://api.github.com/users/gpleiss/orgs","repos_url":"https://api.github.com/users/gpleiss/repos","events_url":"https://api.github.com/users/gpleiss/events{/privacy}","received_events_url":"https://api.github.com/users/gpleiss/received_events","type":"User","site_admin":false},"created_at":"2018-11-14T17:55:08Z","updated_at":"2018-11-14T17:55:08Z","author_association":"COLLABORATOR","body":"I think I'm fine with either. If I'm understanding what you're suggesting, 2 could be an optional syntactic sugar for 1, right?"}}
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