{
  "id": 26459,
  "title": "Code and Notes for #56 Solution + More",
  "content": "<p>Congrats for winners and top performers, and thanks for great sharing to all contributors in the forum.  It's always a humbling experience to compete at Kaggle.  I learn so much at every competition from a lot of fellow kagglers.</p>\n\n<p>Here I'd like to share my code base and notes for the competition:</p>\n\n<ul>\n<li>Code repo with competition notes: <a href=\"https://gitlab.com/jeongyoonlee/allstate-claims-severity\">https://gitlab.com/jeongyoonlee/allstate-claims-severity</a></li>\n<li>Wiki page with internal LB: <a href=\"https://gitlab.com/jeongyoonlee/allstate-claims-severity/wikis/home\">https://gitlab.com/jeongyoonlee/allstate-claims-severity/wikis/home</a></li>\n</ul>\n\n<p>My friends and I have been using the framework based on Makefiles for competitions for years now and it has worked great so far.  </p>\n\n<p>Introduction to the framework is available on the TalkingData forum: </p>\n\n<ul>\n<li><a href=\"https://www.kaggle.com/c/talkingdata-mobile-user-demographics/forums/t/23463/team-ensemble-s-solution-framework\">https://www.kaggle.com/c/talkingdata-mobile-user-demographics/forums/t/23463/team-ensemble-s-solution-framework</a></li>\n</ul>\n\n<p>Our previous code repo for past competitions are also available at:</p>\n\n<ul>\n<li>For Bosch (#22): <a href=\"https://gitlab.com/mbay/bosch\">https://gitlab.com/mbay/bosch</a></li>\n<li>For TalkingData (#37): <a href=\"https://gitlab.com/jeongyoonlee/talkingdata\">https://gitlab.com/jeongyoonlee/talkingdata</a></li>\n</ul>\n\n<p>Hope it's helpful.</p>",
  "comments": [
    {
      "id": 150174,
      "author_name": "jeong",
      "author_url": "",
      "post_date": "2016-12-14T05:50:59.790000",
      "content": "<p>Noticed that the project was not accessible for non-gitlab members, and made it available for everyone.  Also the final rank got improved to 54th.  Enjoy!</p>",
      "votes": 0,
      "replies": []
    }
  ],
  "comment_count": 1,
  "messages": [
    {
      "id": 150129,
      "postDate": "2016-12-13T23:51:13.683Z",
      "content": "<p>Congrats for winners and top performers, and thanks for great sharing to all contributors in the forum.  It's always a humbling experience to compete at Kaggle.  I learn so much at every competition from a lot of fellow kagglers.</p>\n\n<p>Here I'd like to share my code base and notes for the competition:</p>\n\n<ul>\n<li>Code repo with competition notes: <a href=\"https://gitlab.com/jeongyoonlee/allstate-claims-severity\">https://gitlab.com/jeongyoonlee/allstate-claims-severity</a></li>\n<li>Wiki page with internal LB: <a href=\"https://gitlab.com/jeongyoonlee/allstate-claims-severity/wikis/home\">https://gitlab.com/jeongyoonlee/allstate-claims-severity/wikis/home</a></li>\n</ul>\n\n<p>My friends and I have been using the framework based on Makefiles for competitions for years now and it has worked great so far.  </p>\n\n<p>Introduction to the framework is available on the TalkingData forum: </p>\n\n<ul>\n<li><a href=\"https://www.kaggle.com/c/talkingdata-mobile-user-demographics/forums/t/23463/team-ensemble-s-solution-framework\">https://www.kaggle.com/c/talkingdata-mobile-user-demographics/forums/t/23463/team-ensemble-s-solution-framework</a></li>\n</ul>\n\n<p>Our previous code repo for past competitions are also available at:</p>\n\n<ul>\n<li>For Bosch (#22): <a href=\"https://gitlab.com/mbay/bosch\">https://gitlab.com/mbay/bosch</a></li>\n<li>For TalkingData (#37): <a href=\"https://gitlab.com/jeongyoonlee/talkingdata\">https://gitlab.com/jeongyoonlee/talkingdata</a></li>\n</ul>\n\n<p>Hope it's helpful.</p>",
      "rawMarkdown": "Congrats for winners and top performers, and thanks for great sharing to all contributors in the forum.  It's always a humbling experience to compete at Kaggle.  I learn so much at every competition from a lot of fellow kagglers.\r\n\r\nHere I'd like to share my code base and notes for the competition:\r\n\r\n - Code repo with competition notes: https://gitlab.com/jeongyoonlee/allstate-claims-severity\r\n - Wiki page with internal LB: https://gitlab.com/jeongyoonlee/allstate-claims-severity/wikis/home\r\n\r\nMy friends and I have been using the framework based on Makefiles for competitions for years now and it has worked great so far.  \r\n\r\nIntroduction to the framework is available on the TalkingData forum: \r\n\r\n - https://www.kaggle.com/c/talkingdata-mobile-user-demographics/forums/t/23463/team-ensemble-s-solution-framework\r\n\r\n\r\nOur previous code repo for past competitions are also available at:\r\n\r\n - For Bosch (#22): https://gitlab.com/mbay/bosch\r\n - For TalkingData (#37): https://gitlab.com/jeongyoonlee/talkingdata\r\n\r\nHope it's helpful.",
      "votes": 9
    },
    {
      "id": 150174,
      "postDate": "2016-12-14T05:50:59.790Z",
      "content": "<p>Noticed that the project was not accessible for non-gitlab members, and made it available for everyone.  Also the final rank got improved to 54th.  Enjoy!</p>",
      "rawMarkdown": "Noticed that the project was not accessible for non-gitlab members, and made it available for everyone.  Also the final rank got improved to 54th.  Enjoy!"
    }
  ],
  "complete": true,
  "source": "live",
  "fetched_at": "2026-10-19T17:16:52Z",
  "competition_id": 5325,
  "competition_slug": "allstate-claims-severity",
  "team_id": 412427,
  "solution_url": "/competitions/allstate-claims-severity/writeups/j-code-and-notes-for-56-solution-more"
}