{
  "id": 415661,
  "title": "How should I pass Kaggle`s competition?",
  "url": "/competitions/hubmap-hacking-the-human-vasculature/discussion/415661",
  "author_name": "",
  "post_date": "2023-06-07T12:54:04.850260100Z",
  "votes": 1,
  "comment_count": 1,
  "views": 0,
  "content": "<p>Hi! What are the general steps/approaches for passing Kaggle competition? Should I use GitHub for managing my code versions and some other tools to use it for seeing differences in accuracy between different models? Maybe there is so-called \"best practices\" for passing competitions? <br>\nThank you!</p>",
  "messages": [
    {
      "id": "2291281",
      "postDate": "06/07/2023 12:54:04",
      "content": "<p>Hi! What are the general steps/approaches for passing Kaggle competition? Should I use GitHub for managing my code versions and some other tools to use it for seeing differences in accuracy between different models? Maybe there is so-called \"best practices\" for passing competitions? <br>\nThank you!</p>",
      "rawMarkdown": "Hi! What are the general steps/approaches for passing Kaggle competition? Should I use GitHub for managing my code versions and some other tools to use it for seeing differences in accuracy between different models? Maybe there is so-called \"best practices\" for passing competitions? \nThank you!",
      "votes": null
    },
    {
      "id": "2291849",
      "postDate": "06/07/2023 21:43:46",
      "content": "<p>Kaggle itself versions your code for every change you make while making a submission. Probably you can create a spreadsheet that contains some sort of remarks/changes you make, LB score, CV Score and other details that you would feel appropriate. You can map each entry to your kaggle version. This might help you keep track of your progress. </p>",
      "rawMarkdown": "Kaggle itself versions your code for every change you make while making a submission. Probably you can create a spreadsheet that contains some sort of remarks/changes you make, LB score, CV Score and other details that you would feel appropriate. You can map each entry to your kaggle version. This might help you keep track of your progress.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 2291849,
      "author_name": "harsha1999",
      "author_url": "",
      "post_date": "06/07/2023 21:43:46",
      "content": "<p>Kaggle itself versions your code for every change you make while making a submission. Probably you can create a spreadsheet that contains some sort of remarks/changes you make, LB score, CV Score and other details that you would feel appropriate. You can map each entry to your kaggle version. This might help you keep track of your progress. </p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "2291281": "Hi! What are the general steps/approaches for passing Kaggle competition? Should I use GitHub for managing my code versions and some other tools to use it for seeing differences in accuracy between different models? Maybe there is so-called \"best practices\" for passing competitions? \nThank you!",
    "2291849": "Kaggle itself versions your code for every change you make while making a submission. Probably you can create a spreadsheet that contains some sort of remarks/changes you make, LB score, CV Score and other details that you would feel appropriate. You can map each entry to your kaggle version. This might help you keep track of your progress."
  },
  "source": "meta"
}