{"action":"opened","issue":{"url":"https://api.github.com/repos/jonathf/chaospy/issues/49","repository_url":"https://api.github.com/repos/jonathf/chaospy","labels_url":"https://api.github.com/repos/jonathf/chaospy/issues/49/labels{/name}","comments_url":"https://api.github.com/repos/jonathf/chaospy/issues/49/comments","events_url":"https://api.github.com/repos/jonathf/chaospy/issues/49/events","html_url":"https://github.com/jonathf/chaospy/issues/49","id":232708560,"number":49,"title":"New truncation schemes","user":{"login":"Phesao","id":29107659,"avatar_url":"https://avatars2.githubusercontent.com/u/29107659?v=3","gravatar_id":"","url":"https://api.github.com/users/Phesao","html_url":"https://github.com/Phesao","followers_url":"https://api.github.com/users/Phesao/followers","following_url":"https://api.github.com/users/Phesao/following{/other_user}","gists_url":"https://api.github.com/users/Phesao/gists{/gist_id}","starred_url":"https://api.github.com/users/Phesao/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/Phesao/subscriptions","organizations_url":"https://api.github.com/users/Phesao/orgs","repos_url":"https://api.github.com/users/Phesao/repos","events_url":"https://api.github.com/users/Phesao/events{/privacy}","received_events_url":"https://api.github.com/users/Phesao/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":0,"created_at":"2017-05-31T21:55:26Z","updated_at":"2017-05-31T21:55:26Z","closed_at":null,"body":"Hello there,\r\n\r\nI came across chaospy recently and it is really helpful. Just wanted to mention that one could easily improve the scalability of the regression approaches towards higher input dimensionality by limiting the number of polynomial basis functions a priori. For example, one could rely on some hyperbolic cross truncation scheme, or limit the number of interactions between the variables. Such features would make the software much more powerful.\r\n\r\nRegards\r\nBen\r\n"}}
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