{
  "id": 522463,
  "title": "A very subjective POV: what gets you gold medals on Kaggle",
  "url": "/competitions/uspto-explainable-ai/discussion/522463",
  "author_name": "",
  "post_date": "2024-07-26T08:46:19.547996700Z",
  "votes": 8,
  "comment_count": 5,
  "views": 0,
  "content": "<p>Two things:<br>\n1/ reusable frameworks (that is why e.g. Japan is a serial factory of Kaggle GMs)<br>\n2/ the magic (my hero here will always be <a href=\"https://www.kaggle.com/titericz\" target=\"_blank\">@titericz</a> )</p>",
  "messages": [
    {
      "id": "2936538",
      "postDate": "07/26/2024 08:46:19",
      "content": "<p>Two things:<br>\n1/ reusable frameworks (that is why e.g. Japan is a serial factory of Kaggle GMs)<br>\n2/ the magic (my hero here will always be <a href=\"https://www.kaggle.com/titericz\" target=\"_blank\">@titericz</a> )</p>",
      "rawMarkdown": "Two things:\n1/ reusable frameworks (that is why e.g. Japan is a serial factory of Kaggle GMs)\n2/ the magic (my hero here will always be @titericz )",
      "votes": null
    },
    {
      "id": "2936543",
      "postDate": "07/26/2024 08:50:33",
      "content": "<p>Didn't participate in this competition, but could you elaborate on 1)? What frameworks and why then is Japan a GM factory? Or am I missing an obvious joke here? ._.</p>",
      "rawMarkdown": "Didn't participate in this competition, but could you elaborate on 1)? What frameworks and why then is Japan a GM factory? Or am I missing an obvious joke here? ._.",
      "votes": null
    },
    {
      "id": "2936707",
      "postDate": "07/26/2024 11:57:23",
      "content": "<p>Thanks <a href=\"https://www.kaggle.com/narsil\" target=\"_blank\">@narsil</a>, the magic here is subtle. It reminds me some old magic from a time where I still use R <a href=\"https://www.kaggle.com/competitions/santander-value-prediction-challenge/discussion/61329\" target=\"_blank\">here</a></p>",
      "rawMarkdown": "Thanks @narsil, the magic here is subtle. It reminds me some old magic from a time where I still use R [here](https://www.kaggle.com/competitions/santander-value-prediction-challenge/discussion/61329)",
      "votes": null
    },
    {
      "id": "2936717",
      "postDate": "07/26/2024 12:03:14",
      "content": "<p>I didn't get the joke either. Curious to know the answer.</p>",
      "rawMarkdown": "I didn't get the joke either. Curious to know the answer.",
      "votes": null
    },
    {
      "id": "2936841",
      "postDate": "07/26/2024 13:24:23",
      "content": "<p>I'm new to Kaggle and this was my first competition, so I'm a bit lost. Can anyone tell me how often \"magic\" or similar actually crush it in competitions—like 10% of the time?</p>",
      "rawMarkdown": "I'm new to Kaggle and this was my first competition, so I'm a bit lost. Can anyone tell me how often \"magic\" or similar actually crush it in competitions—like 10% of the time?",
      "votes": null
    },
    {
      "id": "2938689",
      "postDate": "07/28/2024 12:02:25",
      "content": "<p>it is no joke.<br>\nThe best answer I know is this <a href=\"https://www.kaggle.com/competitions/two-sigma-connect-rental-listing-inquiries/discussion/32116#178012\" target=\"_blank\">post from a Kaggle Titan</a> - <a href=\"https://www.kaggle.com/kazanova\" target=\"_blank\">@kazanova</a> </p>",
      "rawMarkdown": "it is no joke.\nThe best answer I know is this [post from a Kaggle Titan](https://www.kaggle.com/competitions/two-sigma-connect-rental-listing-inquiries/discussion/32116#178012) - @kazanova",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 2936543,
      "author_name": "kevinbnisch",
      "author_url": "",
      "post_date": "07/26/2024 08:50:33",
      "content": "<p>Didn't participate in this competition, but could you elaborate on 1)? What frameworks and why then is Japan a GM factory? Or am I missing an obvious joke here? ._.</p>",
      "votes": null,
      "replies": [
        {
          "id": 2936717,
          "author_name": "serjhenrique",
          "author_url": "",
          "post_date": "07/26/2024 12:03:14",
          "content": "<p>I didn't get the joke either. Curious to know the answer.</p>",
          "votes": null,
          "replies": []
        },
        {
          "id": 2938689,
          "author_name": "narsil",
          "author_url": "",
          "post_date": "07/28/2024 12:02:25",
          "content": "<p>it is no joke.<br>\nThe best answer I know is this <a href=\"https://www.kaggle.com/competitions/two-sigma-connect-rental-listing-inquiries/discussion/32116#178012\" target=\"_blank\">post from a Kaggle Titan</a> - <a href=\"https://www.kaggle.com/kazanova\" target=\"_blank\">@kazanova</a> </p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 2936707,
      "author_name": "titericz",
      "author_url": "",
      "post_date": "07/26/2024 11:57:23",
      "content": "<p>Thanks <a href=\"https://www.kaggle.com/narsil\" target=\"_blank\">@narsil</a>, the magic here is subtle. It reminds me some old magic from a time where I still use R <a href=\"https://www.kaggle.com/competitions/santander-value-prediction-challenge/discussion/61329\" target=\"_blank\">here</a></p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 2936841,
      "author_name": "gowillgo",
      "author_url": "",
      "post_date": "07/26/2024 13:24:23",
      "content": "<p>I'm new to Kaggle and this was my first competition, so I'm a bit lost. Can anyone tell me how often \"magic\" or similar actually crush it in competitions—like 10% of the time?</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "2936538": "Two things:\n1/ reusable frameworks (that is why e.g. Japan is a serial factory of Kaggle GMs)\n2/ the magic (my hero here will always be @titericz )",
    "2936543": "Didn't participate in this competition, but could you elaborate on 1)? What frameworks and why then is Japan a GM factory? Or am I missing an obvious joke here? ._.",
    "2936707": "Thanks @narsil, the magic here is subtle. It reminds me some old magic from a time where I still use R [here](https://www.kaggle.com/competitions/santander-value-prediction-challenge/discussion/61329)",
    "2936717": "I didn't get the joke either. Curious to know the answer.",
    "2936841": "I'm new to Kaggle and this was my first competition, so I'm a bit lost. Can anyone tell me how often \"magic\" or similar actually crush it in competitions—like 10% of the time?",
    "2938689": "it is no joke.\nThe best answer I know is this [post from a Kaggle Titan](https://www.kaggle.com/competitions/two-sigma-connect-rental-listing-inquiries/discussion/32116#178012) - @kazanova"
  },
  "source": "meta"
}