{
  "id": 371267,
  "title": "Life is hard as a kaggler",
  "url": "/competitions/rsna-breast-cancer-detection/discussion/371267",
  "author_name": "hengck23",
  "post_date": "2022-12-09T01:42:44.501000",
  "votes": 48,
  "comment_count": 14,
  "views": 0,
  "content": "<p>day as a software engineer:</p>\n<ul>\n<li>write code</li>\n<li>make a bug</li>\n<li>debug</li>\n<li>make another bug</li>\n<li>debug …</li>\n</ul>\n<p>day as a kaggler:</p>\n<ul>\n<li>train model</li>\n<li>add augmentation A1</li>\n<li>results no good? decrease augmentation A2 = A1-dA</li>\n<li>results good? use stronger model</li>\n<li>add augmentation A3 = A2+dA … back to A1 again</li>\n</ul>\n<p>i conclude, daily work is<br>\n\"doing what i have undone and undoing what i have done\"</p>\n<p><img src=\"https://i.ibb.co/DWfBbmw/Selection-145.png\" alt=\"https://i.ibb.co/DWfBbmw/Selection-145.png\"><br>\nnote that a notebook computer is generated in the image :)</p>",
  "messages": [
    {
      "id": 2059533,
      "postDate": "2022-12-09T01:42:44.503Z",
      "content": "<p>day as a software engineer:</p>\n<ul>\n<li>write code</li>\n<li>make a bug</li>\n<li>debug</li>\n<li>make another bug</li>\n<li>debug …</li>\n</ul>\n<p>day as a kaggler:</p>\n<ul>\n<li>train model</li>\n<li>add augmentation A1</li>\n<li>results no good? decrease augmentation A2 = A1-dA</li>\n<li>results good? use stronger model</li>\n<li>add augmentation A3 = A2+dA … back to A1 again</li>\n</ul>\n<p>i conclude, daily work is<br>\n\"doing what i have undone and undoing what i have done\"</p>\n<p><img src=\"https://i.ibb.co/DWfBbmw/Selection-145.png\" alt=\"https://i.ibb.co/DWfBbmw/Selection-145.png\"><br>\nnote that a notebook computer is generated in the image :)</p>",
      "rawMarkdown": "day as a software engineer:\n- write code\n- make a bug\n- debug\n- make another bug\n- debug ...\n\nday as a kaggler:\n- train model\n- add augmentation A1\n- results no good? decrease augmentation A2 = A1-dA\n- results good? use stronger model\n- add augmentation A3 = A2+dA ... back to A1 again\n\ni conclude, daily work is\n\"doing what i have undone and undoing what i have done\"\n\n![https://i.ibb.co/DWfBbmw/Selection-145.png](https://i.ibb.co/DWfBbmw/Selection-145.png)\nnote that a notebook computer is generated in the image :)",
      "votes": 48
    },
    {
      "id": 2059665,
      "postDate": "2022-12-09T05:42:45.313Z",
      "content": "<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F2325440%2Ff8a076595d30111e54052d5dee78c62a%2F0078Envy.jpg?generation=1670564539452831&amp;alt=media\" alt=\"\"></p>",
      "rawMarkdown": "![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F2325440%2Ff8a076595d30111e54052d5dee78c62a%2F0078Envy.jpg?generation=1670564539452831&alt=media)",
      "votes": 17,
      "replies": [
        {
          "id": 2061639,
          "postDate": "2022-12-11T10:51:31.913Z",
          "content": "<p>nothing but facts!</p>",
          "rawMarkdown": "nothing but facts!"
        }
      ]
    },
    {
      "id": 2065791,
      "postDate": "2022-12-15T04:39:32.260Z",
      "content": "<p>wish one day i can understand what u hav written</p>",
      "rawMarkdown": "wish one day i can understand what u hav written",
      "votes": 6,
      "replies": [
        {
          "id": 2074900,
          "postDate": "2022-12-24T19:02:16.363Z",
          "content": "<p>u made my day bud. </p>",
          "rawMarkdown": "u made my day bud. "
        }
      ]
    },
    {
      "id": 2068453,
      "postDate": "2022-12-17T23:56:46.510Z",
      "content": "<p>I like Thomas Edison's quote.</p>\n<ul>\n<li>I have not failed. I’ve just found 10,000 ways that won’t work.</li>\n<li>Our greatest weakness lies in giving up. The most certain way to succeed is always to try just one more time.</li>\n<li>I am not discouraged, because every wrong attempt discarded is another step forward.</li>\n<li>When you have exhausted all possibilities, remember this – you haven’t.</li>\n</ul>",
      "rawMarkdown": "I like Thomas Edison's quote.\n- I have not failed. I’ve just found 10,000 ways that won’t work.\n- Our greatest weakness lies in giving up. The most certain way to succeed is always to try just one more time.\n- I am not discouraged, because every wrong attempt discarded is another step forward.\n- When you have exhausted all possibilities, remember this – you haven’t.",
      "votes": 3
    },
    {
      "id": 2065956,
      "postDate": "2022-12-15T08:32:08.097Z",
      "content": "<p>its true fact </p>",
      "rawMarkdown": "its true fact ",
      "votes": 1
    },
    {
      "id": 2059761,
      "postDate": "2022-12-09T07:44:46.463Z",
      "content": "<p>So real 😂 <a href=\"https://www.kaggle.com/hengck23\" target=\"_blank\">@hengck23</a> </p>",
      "rawMarkdown": "So real 😂 @hengck23 ",
      "votes": 1
    },
    {
      "id": 2062015,
      "postDate": "2022-12-11T17:09:24.443Z",
      "content": "<p>Frog prince</p>",
      "rawMarkdown": "Frog prince",
      "votes": -5
    },
    {
      "id": 2066737,
      "postDate": "2022-12-16T02:51:16.810Z",
      "content": "<p>So cute be my friend</p>",
      "rawMarkdown": "So cute be my friend"
    },
    {
      "id": 2066103,
      "postDate": "2022-12-15T12:09:23.257Z",
      "content": "<p>So true! 💯😂</p>",
      "rawMarkdown": "So true! 💯😂"
    },
    {
      "id": 2062472,
      "postDate": "2022-12-12T06:14:41.130Z",
      "content": "<p>Yes，forg brother~</p>",
      "rawMarkdown": "Yes，forg brother~"
    },
    {
      "id": 2062403,
      "postDate": "2022-12-12T04:46:20.343Z",
      "content": "<p>i am new to kaggle. i hope life gets easier as i proceed. </p>",
      "rawMarkdown": "i am new to kaggle. i hope life gets easier as i proceed. "
    },
    {
      "id": 2061784,
      "postDate": "2022-12-11T13:38:02.790Z",
      "content": "<p>lol nice meme</p>",
      "rawMarkdown": "lol nice meme"
    },
    {
      "id": 2060303,
      "postDate": "2022-12-09T18:01:37.593Z",
      "content": "<p>struggle 😄</p>",
      "rawMarkdown": "struggle 😄"
    }
  ],
  "comments": [
    {
      "id": 2059665,
      "author_name": "gray98",
      "author_url": "",
      "post_date": "2022-12-09T05:42:45.313000",
      "content": "<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F2325440%2Ff8a076595d30111e54052d5dee78c62a%2F0078Envy.jpg?generation=1670564539452831&amp;alt=media\" alt=\"\"></p>",
      "votes": 17,
      "replies": [
        {
          "id": 2061639,
          "author_name": "Tyler Durden",
          "author_url": "",
          "post_date": "2022-12-11T10:51:31.913000",
          "content": "<p>nothing but facts!</p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 2065791,
      "author_name": "Venkata Hemanth Gubbala",
      "author_url": "",
      "post_date": "2022-12-15T04:39:32.260000",
      "content": "<p>wish one day i can understand what u hav written</p>",
      "votes": 6,
      "replies": [
        {
          "id": 2074900,
          "author_name": "Berk Karabillioglu",
          "author_url": "",
          "post_date": "2022-12-24T19:02:16.363000",
          "content": "<p>u made my day bud. </p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 2068453,
      "author_name": "S. Tomizawa",
      "author_url": "",
      "post_date": "2022-12-17T23:56:46.510000",
      "content": "<p>I like Thomas Edison's quote.</p>\n<ul>\n<li>I have not failed. I’ve just found 10,000 ways that won’t work.</li>\n<li>Our greatest weakness lies in giving up. The most certain way to succeed is always to try just one more time.</li>\n<li>I am not discouraged, because every wrong attempt discarded is another step forward.</li>\n<li>When you have exhausted all possibilities, remember this – you haven’t.</li>\n</ul>",
      "votes": 3,
      "replies": []
    },
    {
      "id": 2065956,
      "author_name": "Jitesh MD",
      "author_url": "",
      "post_date": "2022-12-15T08:32:08.097000",
      "content": "<p>its true fact </p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 2059761,
      "author_name": "Olqa_842",
      "author_url": "",
      "post_date": "2022-12-09T07:44:46.463000",
      "content": "<p>So real 😂 <a href=\"https://www.kaggle.com/hengck23\" target=\"_blank\">@hengck23</a> </p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 2062015,
      "author_name": "E-Max AI",
      "author_url": "",
      "post_date": "2022-12-11T17:09:24.443000",
      "content": "<p>Frog prince</p>",
      "votes": -5,
      "replies": []
    },
    {
      "id": 2066737,
      "author_name": "Leechaeyooung",
      "author_url": "",
      "post_date": "2022-12-16T02:51:16.810000",
      "content": "<p>So cute be my friend</p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 2066103,
      "author_name": "Aman Kumar",
      "author_url": "",
      "post_date": "2022-12-15T12:09:23.257000",
      "content": "<p>So true! 💯😂</p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 2062472,
      "author_name": "E-Max AI",
      "author_url": "",
      "post_date": "2022-12-12T06:14:41.130000",
      "content": "<p>Yes，forg brother~</p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 2062403,
      "author_name": "tariq shah",
      "author_url": "",
      "post_date": "2022-12-12T04:46:20.343000",
      "content": "<p>i am new to kaggle. i hope life gets easier as i proceed. </p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 2061784,
      "author_name": "Golden_Duck",
      "author_url": "",
      "post_date": "2022-12-11T13:38:02.790000",
      "content": "<p>lol nice meme</p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 2060303,
      "author_name": "UOM_180114D",
      "author_url": "",
      "post_date": "2022-12-09T18:01:37.593000",
      "content": "<p>struggle 😄</p>",
      "votes": 0,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "2059533": "day as a software engineer:\n- write code\n- make a bug\n- debug\n- make another bug\n- debug ...\n\nday as a kaggler:\n- train model\n- add augmentation A1\n- results no good? decrease augmentation A2 = A1-dA\n- results good? use stronger model\n- add augmentation A3 = A2+dA ... back to A1 again\n\ni conclude, daily work is\n\"doing what i have undone and undoing what i have done\"\n\n![https://i.ibb.co/DWfBbmw/Selection-145.png](https://i.ibb.co/DWfBbmw/Selection-145.png)\nnote that a notebook computer is generated in the image :)",
    "2059665": "![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F2325440%2Ff8a076595d30111e54052d5dee78c62a%2F0078Envy.jpg?generation=1670564539452831&alt=media)",
    "2065791": "wish one day i can understand what u hav written",
    "2068453": "I like Thomas Edison's quote.\n- I have not failed. I’ve just found 10,000 ways that won’t work.\n- Our greatest weakness lies in giving up. The most certain way to succeed is always to try just one more time.\n- I am not discouraged, because every wrong attempt discarded is another step forward.\n- When you have exhausted all possibilities, remember this – you haven’t.",
    "2065956": "its true fact ",
    "2059761": "So real 😂 @hengck23 ",
    "2062015": "Frog prince",
    "2066737": "So cute be my friend",
    "2066103": "So true! 💯😂",
    "2062472": "Yes，forg brother~",
    "2062403": "i am new to kaggle. i hope life gets easier as i proceed. ",
    "2061784": "lol nice meme",
    "2060303": "struggle 😄"
  }
}