{
  "id": 386563,
  "title": "Only notebook you need for this competition!!!",
  "url": "/competitions/digit-recognizer/discussion/386563",
  "author_name": "SHYAM GUPTA",
  "post_date": "2023-02-13T17:11:50.753000",
  "votes": 9,
  "comment_count": 9,
  "views": null,
  "content": "<p>I made a notebook discussing cdeote's top voted discussion, where I explained all the approaches from basics to advanced using sklearn, Pytorch-lightning and WANDB, Do share this notebook with people you think might get help from it ! </p>\n<p><a href=\"https://www.kaggle.com/code/shyamgupta196/all-approaches-for-mnist-beginner-to-advanced\" target=\"_blank\"><strong>NOTEBOOK</strong></a></p>\n<p>DO LEAVE AN UPVOTE, IT INSPIRES ME TO MAKE MORE SUCH NOTEBOOKS!</p>",
  "messages": [
    {
      "id": 2142634,
      "postDate": "2023-02-13T17:11:50.753Z",
      "content": "<p>I made a notebook discussing cdeote's top voted discussion, where I explained all the approaches from basics to advanced using sklearn, Pytorch-lightning and WANDB, Do share this notebook with people you think might get help from it ! </p>\n<p><a href=\"https://www.kaggle.com/code/shyamgupta196/all-approaches-for-mnist-beginner-to-advanced\" target=\"_blank\"><strong>NOTEBOOK</strong></a></p>\n<p>DO LEAVE AN UPVOTE, IT INSPIRES ME TO MAKE MORE SUCH NOTEBOOKS!</p>",
      "rawMarkdown": "I made a notebook discussing cdeote's top voted discussion, where I explained all the approaches from basics to advanced using sklearn, Pytorch-lightning and WANDB, Do share this notebook with people you think might get help from it ! \n\n[**NOTEBOOK**](https://www.kaggle.com/code/shyamgupta196/all-approaches-for-mnist-beginner-to-advanced)\n\nDO LEAVE AN UPVOTE, IT INSPIRES ME TO MAKE MORE SUCH NOTEBOOKS!",
      "votes": 9
    },
    {
      "id": 2270845,
      "postDate": "2023-05-23T13:10:44.150Z",
      "content": "<p>it's great!</p>",
      "rawMarkdown": "it's great!",
      "votes": 1,
      "replies": [
        {
          "id": 2271658,
          "postDate": "2023-05-24T04:52:13.107Z",
          "content": "<p>thanks man</p>",
          "rawMarkdown": "thanks man",
          "votes": 1
        }
      ]
    },
    {
      "id": 2261631,
      "postDate": "2023-05-16T13:22:19.863Z",
      "content": "<p>This notebook has some useful things even got 0.996, thanks a lot! Could you give an advice, how to get higher?</p>",
      "rawMarkdown": "This notebook has some useful things even got 0.996, thanks a lot! Could you give an advice, how to get higher?",
      "votes": 1,
      "replies": [
        {
          "id": 2271661,
          "postDate": "2023-05-24T04:54:18.923Z",
          "content": "<p>well, you could obviously try to boost your accuracy by using ensemble models of more deep networks. hope it helped :)</p>",
          "rawMarkdown": "well, you could obviously try to boost your accuracy by using ensemble models of more deep networks. hope it helped :)",
          "votes": 1
        }
      ]
    },
    {
      "id": 2148121,
      "postDate": "2023-02-17T06:41:09.220Z",
      "content": "<p>ok        ………</p>",
      "rawMarkdown": "ok        .........",
      "replies": [
        {
          "id": 2278289,
          "postDate": "2023-05-28T14:34:16.763Z",
          "content": "<p>ok :) LOL…….</p>",
          "rawMarkdown": "ok :) LOL......."
        }
      ]
    },
    {
      "id": 2166738,
      "postDate": "2023-03-03T01:36:20.270Z",
      "rawMarkdown": "",
      "votes": 1,
      "isDeleted": true,
      "replies": [
        {
          "id": 2166791,
          "postDate": "2023-03-03T02:48:45.230Z",
          "content": "<p>thanks man</p>",
          "rawMarkdown": "thanks man"
        }
      ]
    },
    {
      "id": 2282413,
      "postDate": "2023-05-31T15:04:27.260Z",
      "content": "<p>Thank you for sharing</p>",
      "rawMarkdown": "Thank you for sharing\n\n",
      "votes": 1
    }
  ],
  "comments": [
    {
      "id": 2270845,
      "author_name": "Dredox",
      "author_url": "",
      "post_date": "2023-05-23T13:10:44.150000",
      "content": "<p>it's great!</p>",
      "votes": 1,
      "replies": [
        {
          "id": 2271658,
          "author_name": "SHYAM GUPTA",
          "author_url": "",
          "post_date": "2023-05-24T04:52:13.107000",
          "content": "<p>thanks man</p>",
          "votes": 1,
          "replies": []
        }
      ]
    },
    {
      "id": 2261631,
      "author_name": "kapedalex",
      "author_url": "",
      "post_date": "2023-05-16T13:22:19.863000",
      "content": "<p>This notebook has some useful things even got 0.996, thanks a lot! Could you give an advice, how to get higher?</p>",
      "votes": 1,
      "replies": [
        {
          "id": 2271661,
          "author_name": "SHYAM GUPTA",
          "author_url": "",
          "post_date": "2023-05-24T04:54:18.923000",
          "content": "<p>well, you could obviously try to boost your accuracy by using ensemble models of more deep networks. hope it helped :)</p>",
          "votes": 1,
          "replies": []
        }
      ]
    },
    {
      "id": 2148121,
      "author_name": "Pranav Lohar",
      "author_url": "",
      "post_date": "2023-02-17T06:41:09.220000",
      "content": "<p>ok        ………</p>",
      "votes": 0,
      "replies": [
        {
          "id": 2278289,
          "author_name": "SHYAM GUPTA",
          "author_url": "",
          "post_date": "2023-05-28T14:34:16.763000",
          "content": "<p>ok :) LOL…….</p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 2166738,
      "author_name": "",
      "author_url": "",
      "post_date": "2023-03-03T01:36:20.270000",
      "content": "",
      "votes": 1,
      "replies": [
        {
          "id": 2166791,
          "author_name": "SHYAM GUPTA",
          "author_url": "",
          "post_date": "2023-03-03T02:48:45.230000",
          "content": "<p>thanks man</p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 2282413,
      "author_name": "IamnotPi",
      "author_url": "",
      "post_date": "2023-05-31T15:04:27.260000",
      "content": "<p>Thank you for sharing</p>",
      "votes": 1,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "2142634": "I made a notebook discussing cdeote's top voted discussion, where I explained all the approaches from basics to advanced using sklearn, Pytorch-lightning and WANDB, Do share this notebook with people you think might get help from it ! \n\n[**NOTEBOOK**](https://www.kaggle.com/code/shyamgupta196/all-approaches-for-mnist-beginner-to-advanced)\n\nDO LEAVE AN UPVOTE, IT INSPIRES ME TO MAKE MORE SUCH NOTEBOOKS!",
    "2270845": "it's great!",
    "2261631": "This notebook has some useful things even got 0.996, thanks a lot! Could you give an advice, how to get higher?",
    "2148121": "ok        .........",
    "2166738": "",
    "2282413": "Thank you for sharing\n\n"
  }
}