{
  "id": 505754,
  "title": "The same notebook difference",
  "url": "/competitions/home-credit-credit-risk-model-stability/discussion/505754",
  "author_name": "",
  "post_date": "2024-05-19T01:31:13.231394800Z",
  "votes": 1,
  "comment_count": 2,
  "views": 0,
  "content": "<p>Why is Public Score different even if I submit the exact same notebook?</p>",
  "messages": [
    {
      "id": "2823034",
      "postDate": "05/19/2024 01:31:13",
      "content": "<p>Why is Public Score different even if I submit the exact same notebook?</p>",
      "rawMarkdown": "Why is Public Score different even if I submit the exact same notebook?",
      "votes": null
    },
    {
      "id": "2823222",
      "postDate": "05/19/2024 04:59:26",
      "content": "<p>Just check for random state in the models and CV splitting process and follow the public process (integer state used there) <a href=\"https://www.kaggle.com/akihiroono2\" target=\"_blank\">@akihiroono2</a> </p>",
      "rawMarkdown": "Just check for random state in the models and CV splitting process and follow the public process (integer state used there) @akihiroono2",
      "votes": null
    },
    {
      "id": "2836427",
      "postDate": "05/25/2024 21:22:08",
      "content": "<p>GPU can provide different results</p>",
      "rawMarkdown": "GPU can provide different results",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 2823222,
      "author_name": "ravi20076",
      "author_url": "",
      "post_date": "05/19/2024 04:59:26",
      "content": "<p>Just check for random state in the models and CV splitting process and follow the public process (integer state used there) <a href=\"https://www.kaggle.com/akihiroono2\" target=\"_blank\">@akihiroono2</a> </p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 2836427,
      "author_name": "bluepill",
      "author_url": "",
      "post_date": "05/25/2024 21:22:08",
      "content": "<p>GPU can provide different results</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "2823034": "Why is Public Score different even if I submit the exact same notebook?",
    "2823222": "Just check for random state in the models and CV splitting process and follow the public process (integer state used there) @akihiroono2",
    "2836427": "GPU can provide different results"
  },
  "source": "meta"
}