{"action":"created","issue":{"url":"https://api.github.com/repos/rhiever/tpot/issues/217","repository_url":"https://api.github.com/repos/rhiever/tpot","labels_url":"https://api.github.com/repos/rhiever/tpot/issues/217/labels{/name}","comments_url":"https://api.github.com/repos/rhiever/tpot/issues/217/comments","events_url":"https://api.github.com/repos/rhiever/tpot/issues/217/events","html_url":"https://github.com/rhiever/tpot/pull/217","id":172047152,"number":217,"title":"Evolve directly on sklearn pipelines","user":{"login":"teaearlgraycold","id":3281507,"avatar_url":"https://avatars.githubusercontent.com/u/3281507?v=3","gravatar_id":"","url":"https://api.github.com/users/teaearlgraycold","html_url":"https://github.com/teaearlgraycold","followers_url":"https://api.github.com/users/teaearlgraycold/followers","following_url":"https://api.github.com/users/teaearlgraycold/following{/other_user}","gists_url":"https://api.github.com/users/teaearlgraycold/gists{/gist_id}","starred_url":"https://api.github.com/users/teaearlgraycold/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/teaearlgraycold/subscriptions","organizations_url":"https://api.github.com/users/teaearlgraycold/orgs","repos_url":"https://api.github.com/users/teaearlgraycold/repos","events_url":"https://api.github.com/users/teaearlgraycold/events{/privacy}","received_events_url":"https://api.github.com/users/teaearlgraycold/received_events","type":"User","site_admin":false},"labels":[{"url":"https://api.github.com/repos/rhiever/tpot/labels/enhancement","name":"enhancement","color":"84b6eb"}],"state":"closed","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":4,"created_at":"2016-08-19T03:26:31Z","updated_at":"2016-08-19T14:44:02Z","closed_at":"2016-08-19T14:42:04Z","pull_request":{"url":"https://api.github.com/repos/rhiever/tpot/pulls/217","html_url":"https://github.com/rhiever/tpot/pull/217","diff_url":"https://github.com/rhiever/tpot/pull/217.diff","patch_url":"https://github.com/rhiever/tpot/pull/217.patch"},"body":"## What does this PR do?\r\n\r\nRedesigns how TPOT evaluates pipelines, by changing the DEAP compile function to use the TPOT export utils' generate_pipeline_code function.\r\n\r\nThe changes also seem to fix the issue the development branch has had with scoring pipelines.\r\n\r\n## Where should the reviewer start?\r\n\r\nNotable changes/additions:\r\n\r\n* All `_call` and `__call__` code removed from the operators (`CombineDFs` operator is now a shell of its former self)\r\n* `_evaluate_individual`\r\n* `_compile_to_sklearn`\r\n\r\n## How should this PR be tested?\r\n\r\nTests are not yet updated for these changes, but it would be a good idea to remove the \"catch-all\" exception handler from `_evaluate_individual` and see what mistakes are happening under the hood.\r\n\r\n"},"comment":{"url":"https://api.github.com/repos/rhiever/tpot/issues/comments/241037792","html_url":"https://github.com/rhiever/tpot/pull/217#issuecomment-241037792","issue_url":"https://api.github.com/repos/rhiever/tpot/issues/217","id":241037792,"user":{"login":"teaearlgraycold","id":3281507,"avatar_url":"https://avatars.githubusercontent.com/u/3281507?v=3","gravatar_id":"","url":"https://api.github.com/users/teaearlgraycold","html_url":"https://github.com/teaearlgraycold","followers_url":"https://api.github.com/users/teaearlgraycold/followers","following_url":"https://api.github.com/users/teaearlgraycold/following{/other_user}","gists_url":"https://api.github.com/users/teaearlgraycold/gists{/gist_id}","starred_url":"https://api.github.com/users/teaearlgraycold/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/teaearlgraycold/subscriptions","organizations_url":"https://api.github.com/users/teaearlgraycold/orgs","repos_url":"https://api.github.com/users/teaearlgraycold/repos","events_url":"https://api.github.com/users/teaearlgraycold/events{/privacy}","received_events_url":"https://api.github.com/users/teaearlgraycold/received_events","type":"User","site_admin":false},"created_at":"2016-08-19T14:44:01Z","updated_at":"2016-08-19T14:44:01Z","body":"Sure\n\nOn Fri, Aug 19, 2016, 10:42 AM Randy Olson <notifications@github.com> wrote:\n\n> Merged #217 <https://github.com/rhiever/tpot/pull/217>.\n>\n> —\n> You are receiving this because you authored the thread.\n> Reply to this email directly, view it on GitHub\n> <https://github.com/rhiever/tpot/pull/217#event-761356980>, or mute the\n> thread\n> <https://github.com/notifications/unsubscribe-auth/ADISY5hDMnXR_c4GJfwuCo1t0PYUdsw2ks5qhcC_gaJpZM4JoHU->\n> .\n>\n"}}
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