{"action":"created","issue":{"url":"https://api.github.com/repos/awslabs/datawig/issues/31","repository_url":"https://api.github.com/repos/awslabs/datawig","labels_url":"https://api.github.com/repos/awslabs/datawig/issues/31/labels{/name}","comments_url":"https://api.github.com/repos/awslabs/datawig/issues/31/comments","events_url":"https://api.github.com/repos/awslabs/datawig/issues/31/events","html_url":"https://github.com/awslabs/datawig/issues/31","id":364161331,"node_id":"MDU6SXNzdWUzNjQxNjEzMzE=","number":31,"title":"Problems during installation and execution of example code","user":{"login":"sscdotopen","id":409707,"node_id":"MDQ6VXNlcjQwOTcwNw==","avatar_url":"https://avatars0.githubusercontent.com/u/409707?v=4","gravatar_id":"","url":"https://api.github.com/users/sscdotopen","html_url":"https://github.com/sscdotopen","followers_url":"https://api.github.com/users/sscdotopen/followers","following_url":"https://api.github.com/users/sscdotopen/following{/other_user}","gists_url":"https://api.github.com/users/sscdotopen/gists{/gist_id}","starred_url":"https://api.github.com/users/sscdotopen/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/sscdotopen/subscriptions","organizations_url":"https://api.github.com/users/sscdotopen/orgs","repos_url":"https://api.github.com/users/sscdotopen/repos","events_url":"https://api.github.com/users/sscdotopen/events{/privacy}","received_events_url":"https://api.github.com/users/sscdotopen/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":0,"created_at":"2018-09-26T18:45:50Z","updated_at":"2018-09-26T19:13:31Z","closed_at":null,"author_association":"NONE","body":"Hi,\r\n\r\nI installed datawig today using pip3 in an extra virtualenv and ran into some problems that I'd like to point out here.\r\n\r\nDuring the installation, I encountered the following warning:\r\n`mxnet 1.3.0b20180820 has requirement numpy<1.15.0,>=1.8.2, but you'll have numpy 1.15.0 which is incompatible.`\r\n\r\nAfter importing numpy in jupyter I got this warning:\r\n\r\n```\r\n/home/.../datawig/lib/python3.5/importlib/_bootstrap.py:222: RuntimeWarning: numpy.dtype size changed, may indicate binary incompatibility. Expected 96, got 88\r\n  return f(*args, **kwds)\r\n```\r\n\r\nNext I tried the simple imputer example, but the `fit_hpo` method took ages to run for the small train dataset with 5k records, I stopped the hpo after 20 minutes or so.\r\n\r\nWhen I tried to evaluate the predictions of datawig using the proposed code\r\n`f1 = f1_score(predictions['finish'], predictions['finish_imputed'])`\r\n\r\nI received the following error message:\r\n\r\n`ValueError: Target is multiclass but average='binary'. Please choose another average setting.`\r\n"},"comment":{"url":"https://api.github.com/repos/awslabs/datawig/issues/comments/424836249","html_url":"https://github.com/awslabs/datawig/issues/31#issuecomment-424836249","issue_url":"https://api.github.com/repos/awslabs/datawig/issues/31","id":424836249,"node_id":"MDEyOklzc3VlQ29tbWVudDQyNDgzNjI0OQ==","user":{"login":"felixbiessmann","id":4930812,"node_id":"MDQ6VXNlcjQ5MzA4MTI=","avatar_url":"https://avatars0.githubusercontent.com/u/4930812?v=4","gravatar_id":"","url":"https://api.github.com/users/felixbiessmann","html_url":"https://github.com/felixbiessmann","followers_url":"https://api.github.com/users/felixbiessmann/followers","following_url":"https://api.github.com/users/felixbiessmann/following{/other_user}","gists_url":"https://api.github.com/users/felixbiessmann/gists{/gist_id}","starred_url":"https://api.github.com/users/felixbiessmann/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/felixbiessmann/subscriptions","organizations_url":"https://api.github.com/users/felixbiessmann/orgs","repos_url":"https://api.github.com/users/felixbiessmann/repos","events_url":"https://api.github.com/users/felixbiessmann/events{/privacy}","received_events_url":"https://api.github.com/users/felixbiessmann/received_events","type":"User","site_admin":false},"created_at":"2018-09-26T19:13:31Z","updated_at":"2018-09-26T19:13:31Z","author_association":"CONTRIBUTOR","body":"As for the mxnet numpy version incompatibility: i got that warning too when I last checked (some weeks ago), but all tests ran through. \nAs for the long run time for hpo: could be related to some overly generous hp choices in the default args?\n\n-------- Ursprüngliche Nachricht --------Von: Sebastian <notifications@github.com> Datum: 26.09.18  20:45  (GMT+01:00) An: awslabs/datawig <datawig@noreply.github.com> Cc: Subscribed <subscribed@noreply.github.com> Betreff: [awslabs/datawig] Problems during installation and execution of example code (#31) \nHi,\nI installed datawig today using pip3 in an extra virtualenv and ran into some problems that I'd like to point out here.\nDuring the installation, I encountered the following warning:\n\nmxnet 1.3.0b20180820 has requirement numpy<1.15.0,>=1.8.2, but you'll have numpy 1.15.0 which is incompatible.\nAfter importing numpy in jupyter I got this warning:\n/home/.../datawig/lib/python3.5/importlib/_bootstrap.py:222: RuntimeWarning: numpy.dtype size changed, may indicate binary incompatibility. Expected 96, got 88\n  return f(*args, **kwds)\n\nNext I tried the simple imputer example, but the fit_hpo method took ages to run for the small train dataset with 5k records, I stopped the hpo after 20 minutes or so.\nWhen I tried to evaluate the predictions of datawig using the proposed code\n\nf1 = f1_score(predictions['finish'], predictions['finish_imputed'])\nI received the following error message:\nValueError: Target is multiclass but average='binary'. Please choose another average setting.\n\n—\nYou are receiving this because you are subscribed to this thread.\nReply to this email directly, view it on GitHub, or mute the thread.\n{\"api_version\":\"1.0\",\"publisher\":{\"api_key\":\"05dde50f1d1a384dd78767c55493e4bb\",\"name\":\"GitHub\"},\"entity\":{\"external_key\":\"github/awslabs/datawig\",\"title\":\"awslabs/datawig\",\"subtitle\":\"GitHub repository\",\"main_image_url\":\"https://assets-cdn.github.com/images/email/message_cards/header.png\",\"avatar_image_url\":\"https://assets-cdn.github.com/images/email/message_cards/avatar.png\",\"action\":{\"name\":\"Open in GitHub\",\"url\":\"https://github.com/awslabs/datawig\"}},\"updates\":{\"snippets\":[{\"icon\":\"DESCRIPTION\",\"message\":\"Problems during installation and execution of example code (#31)\"}],\"action\":{\"name\":\"View Issue\",\"url\":\"https://github.com/awslabs/datawig/issues/31\"}}}\n[\n{\n\"@context\": \"http://schema.org\",\n\"@type\": \"EmailMessage\",\n\"potentialAction\": {\n\"@type\": \"ViewAction\",\n\"target\": \"https://github.com/awslabs/datawig/issues/31\",\n\"url\": \"https://github.com/awslabs/datawig/issues/31\",\n\"name\": \"View Issue\"\n},\n\"description\": \"View this Issue on GitHub\",\n\"publisher\": {\n\"@type\": \"Organization\",\n\"name\": \"GitHub\",\n\"url\": \"https://github.com\"\n}\n},\n{\n\"@type\": \"MessageCard\",\n\"@context\": \"http://schema.org/extensions\",\n\"hideOriginalBody\": \"false\",\n\"originator\": \"AF6C5A86-E920-430C-9C59-A73278B5EFEB\",\n\"title\": \"Problems during installation and execution of example code (#31)\",\n\"sections\": [\n{\n\"text\": \"\",\n\"activityTitle\": \"**Sebastian**\",\n\"activityImage\": \"https://assets-cdn.github.com/images/email/message_cards/avatar.png\",\n\"activitySubtitle\": \"@sscdotopen\",\n\"facts\": [\n{\n\"name\": \"Repository: \",\n\"value\": \"awslabs/datawig\"\n},\n{\n\"name\": \"Issue #: \",\n\"value\": 31\n}\n]\n}\n],\n\"potentialAction\": [\n{\n\"name\": \"Add a comment\",\n\"@type\": \"ActionCard\",\n\"inputs\": [\n{\n\"isMultiLine\": true,\n\"@type\": \"TextInput\",\n\"id\": \"IssueComment\",\n\"isRequired\": false\n}\n],\n\"actions\": [\n{\n\"name\": \"Comment\",\n\"@type\": \"HttpPOST\",\n\"target\": \"https://api.github.com\",\n\"body\": \"{\\n\\\"commandName\\\": \\\"IssueComment\\\",\\n\\\"repositoryFullName\\\": \\\"awslabs/datawig\\\",\\n\\\"issueId\\\": 31,\\n\\\"IssueComment\\\": \\\"{{IssueComment.value}}\\\"\\n}\"\n}\n]\n},\n{\n\"name\": \"Close issue\",\n\"@type\": \"HttpPOST\",\n\"target\": \"https://api.github.com\",\n\"body\": \"{\\n\\\"commandName\\\": \\\"IssueClose\\\",\\n\\\"repositoryFullName\\\": \\\"awslabs/datawig\\\",\\n\\\"issueId\\\": 31\\n}\"\n},\n{\n\"targets\": [\n{\n\"os\": \"default\",\n\"uri\": \"https://github.com/awslabs/datawig/issues/31\"\n}\n],\n\"@type\": \"OpenUri\",\n\"name\": \"View on GitHub\"\n},\n{\n\"name\": \"Unsubscribe\",\n\"@type\": \"HttpPOST\",\n\"target\": \"https://api.github.com\",\n\"body\": \"{\\n\\\"commandName\\\": \\\"MuteNotification\\\",\\n\\\"threadId\\\": 384634304\\n}\"\n}\n],\n\"themeColor\": \"26292E\"\n}\n]"}}
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