{
  "id": 307392,
  "title": "Can't wait to learn how people get such high score in LB",
  "url": "/competitions/tensorflow-great-barrier-reef/discussion/307392",
  "author_name": "Qishen Ha",
  "post_date": "2022-02-14T03:35:19.527000",
  "votes": 70,
  "comment_count": 68,
  "views": 0,
  "content": "<p>Just can't wait to learn NEW THINGS from you guys!!!!!!!!!!</p>",
  "messages": [
    {
      "id": 1689108,
      "postDate": "2022-02-14T03:35:19.527Z",
      "content": "<p>Just can't wait to learn NEW THINGS from you guys!!!!!!!!!!</p>",
      "rawMarkdown": "Just can't wait to learn NEW THINGS from you guys!!!!!!!!!!",
      "votes": 70
    },
    {
      "id": 1689123,
      "postDate": "2022-02-14T03:54:08.940Z",
      "content": "<p>I can share how to overfit public LB. :)</p>",
      "rawMarkdown": "I can share how to overfit public LB. :)",
      "votes": 31,
      "replies": [
        {
          "id": 1689153,
          "postDate": "2022-02-14T04:15:48.050Z",
          "content": "<p>Is your score purely overfit? May I ask for your CV or are you sharing a post after the competition ends? I truly hope I can keep my score and similar position in LB by relying on my CV. It'd be my first gold, fingers crossed 😊</p>",
          "rawMarkdown": "Is your score purely overfit? May I ask for your CV or are you sharing a post after the competition ends? I truly hope I can keep my score and similar position in LB by relying on my CV. It'd be my first gold, fingers crossed 😊"
        },
        {
          "id": 1689206,
          "postDate": "2022-02-14T04:49:44.817Z",
          "content": "<p>I will post tomorrow, good luck. 😄</p>",
          "rawMarkdown": "I will post tomorrow, good luck. 😄",
          "votes": 7
        },
        {
          "id": 1689212,
          "postDate": "2022-02-14T04:51:09.193Z",
          "content": "<p><a href=\"https://www.kaggle.com/outrunner\" target=\"_blank\">@outrunner</a> haha that's also what I want to know!</p>\n<p><a href=\"https://www.kaggle.com/outwrest\" target=\"_blank\">@outwrest</a> wow your cv is similar to your lb? that's very high!</p>",
          "rawMarkdown": "@outrunner haha that's also what I want to know!\n\n@outwrest wow your cv is similar to your lb? that's very high!"
        },
        {
          "id": 1689258,
          "postDate": "2022-02-14T05:46:16.103Z",
          "content": "<p>overfit or not, score is insane, please share it afterwards</p>",
          "rawMarkdown": "overfit or not, score is insane, please share it afterwards",
          "votes": 2
        },
        {
          "id": 1689602,
          "postDate": "2022-02-14T11:02:18.647Z",
          "content": "<p><img src=\"https://imgur.com/a/5Y5cDkS\" alt=\"\"></p>",
          "rawMarkdown": "![](https://imgur.com/a/5Y5cDkS)",
          "votes": 7
        },
        {
          "id": 1689804,
          "postDate": "2022-02-14T14:03:46.960Z",
          "content": "<p><a href=\"https://www.kaggle.com/init27\" target=\"_blank\">@init27</a> <br>\noh come on, hope it's not the case 😂</p>",
          "rawMarkdown": "@init27 \noh come on, hope it's not the case 😂",
          "votes": 1
        },
        {
          "id": 1689863,
          "postDate": "2022-02-14T14:58:57.067Z",
          "content": "<p>If we go to the same place and see the same cots chewing the corals ..with your model we will get 'em all then  …</p>",
          "rawMarkdown": "If we go to the same place and see the same cots chewing the corals ..with your model we will get 'em all then  ..."
        },
        {
          "id": 1689927,
          "postDate": "2022-02-14T15:35:06.140Z",
          "content": "<p><a href=\"https://www.kaggle.com/haqishen\" target=\"_blank\">@haqishen</a> I think you took it as joke, but if not-I was only kidding. </p>\n<p>Even though I'm a total noob in competing, I sincerely follow (and celebrate) Kagglers' solutions and approaches. </p>\n<p>I've been a long time admirer of your and <a href=\"https://www.kaggle.com/outrunner\" target=\"_blank\">@outrunner</a> both's work. 🙏</p>",
          "rawMarkdown": "@haqishen I think you took it as joke, but if not-I was only kidding. \n\nEven though I'm a total noob in competing, I sincerely follow (and celebrate) Kagglers' solutions and approaches. \n\nI've been a long time admirer of your and @outrunner both's work. 🙏"
        },
        {
          "id": 1690430,
          "postDate": "2022-02-15T00:19:33.517Z",
          "content": "<p>conguatulation!</p>",
          "rawMarkdown": "conguatulation!"
        }
      ]
    },
    {
      "id": 1690567,
      "postDate": "2022-02-15T02:21:09.037Z",
      "content": "<p>Wow, to be honest we really didn't expect this.<br>\nCause we really didn't have any NEW THING.<br>\nOur final ensemble CV score is 0.74 (video_id split 3-fold), which isn't that high…<br>\nNext we will organize our solution and make it public.</p>",
      "rawMarkdown": "Wow, to be honest we really didn't expect this.\nCause we really didn't have any NEW THING.\nOur final ensemble CV score is 0.74 (video_id split 3-fold), which isn't that high...\nNext we will organize our solution and make it public.",
      "votes": 13
    },
    {
      "id": 1689540,
      "postDate": "2022-02-14T10:03:34.393Z",
      "content": "<p>Every time competition ends, I get super excited to host more interviews and share knowledge of really smart kagglers with the world. </p>\n<p>I should prepare the chai kettle for tomorrow 😁</p>\n<p>Good Luck to everyone who participated! 🙏</p>",
      "rawMarkdown": "Every time competition ends, I get super excited to host more interviews and share knowledge of really smart kagglers with the world. \n\nI should prepare the chai kettle for tomorrow 😁\n\nGood Luck to everyone who participated! 🙏",
      "votes": 11,
      "replies": [
        {
          "id": 1689639,
          "postDate": "2022-02-14T11:32:13.503Z",
          "content": "<p>Share a cup of chai? 😄</p>",
          "rawMarkdown": "Share a cup of chai? 😄",
          "votes": 1
        },
        {
          "id": 1689747,
          "postDate": "2022-02-14T13:23:48.143Z",
          "content": "<p>If you ever come to India or if I ever find myself in Ukraine, I would love to have chai with you 🙏🙂</p>",
          "rawMarkdown": "If you ever come to India or if I ever find myself in Ukraine, I would love to have chai with you 🙏🙂",
          "votes": 6
        },
        {
          "id": 1689830,
          "postDate": "2022-02-14T14:25:54.937Z",
          "content": "<p>Not a tea lover but this cup of <strong><em>chai</em></strong>  I can try :D</p>",
          "rawMarkdown": "Not a tea lover but this cup of ***chai***  I can try :D",
          "votes": 2
        },
        {
          "id": 1689926,
          "postDate": "2022-02-14T15:33:37.250Z",
          "content": "<blockquote>\n  <p>Not a tea lover but this cup of chai I can try :D</p>\n</blockquote>\n<p>Remember chai stabilises your model training and mind too 😁</p>",
          "rawMarkdown": "> Not a tea lover but this cup of chai I can try :D\n\nRemember chai stabilises your model training and mind too 😁",
          "votes": 5
        },
        {
          "id": 1690032,
          "postDate": "2022-02-14T16:45:51.900Z",
          "content": "<p>😂 ok next time I will do this<br>\n<code>import chai</code></p>",
          "rawMarkdown": "😂 ok next time I will do this\n`import chai`",
          "votes": 1
        },
        {
          "id": 1690047,
          "postDate": "2022-02-14T16:56:15.537Z",
          "content": "<p>Yo, I love your channel, it's so informative, wonderful!</p>",
          "rawMarkdown": "Yo, I love your channel, it's so informative, wonderful!",
          "votes": 1
        },
        {
          "id": 1690224,
          "postDate": "2022-02-14T19:43:27.060Z",
          "content": "<p>Peace of mind is important, especially for newbies like me. Model training is stressful when you know nothing and can't explain why certain changes just improve score and others don't. So yes, chai stabilizes model.</p>",
          "rawMarkdown": "Peace of mind is important, especially for newbies like me. Model training is stressful when you know nothing and can't explain why certain changes just improve score and others don't. So yes, chai stabilizes model.",
          "votes": 1
        }
      ]
    },
    {
      "id": 1690421,
      "postDate": "2022-02-15T00:10:22.573Z",
      "content": "<p>Just can't wait to learn NEW THINGS from you guys!!!!!!!!!!</p>",
      "rawMarkdown": "Just can't wait to learn NEW THINGS from you guys!!!!!!!!!!",
      "votes": 10
    },
    {
      "id": 1690415,
      "postDate": "2022-02-15T00:04:19.440Z",
      "content": "<p>they jebaited us so hard….. boxes on public LB were much more precise and tight…. not only in one video but in both</p>",
      "rawMarkdown": "they jebaited us so hard..... boxes on public LB were much more precise and tight.... not only in one video but in both",
      "votes": 10
    },
    {
      "id": 1689452,
      "postDate": "2022-02-14T08:39:26.907Z",
      "content": "<p>Curious to know what NEW THINGS stop you teams at 114th. Well there is also possibility you shake up to gold zone or 1st private. Good luck</p>",
      "rawMarkdown": "Curious to know what NEW THINGS stop you teams at 114th. Well there is also possibility you shake up to gold zone or 1st private. Good luck",
      "votes": 3,
      "replies": [
        {
          "id": 1689592,
          "postDate": "2022-02-14T10:54:27.900Z",
          "content": "<p>haha, we cannot get our LB &gt; 0.7, I don't know how people do it 😂</p>",
          "rawMarkdown": "haha, we cannot get our LB > 0.7, I don't know how people do it 😂",
          "votes": 1
        },
        {
          "id": 1689627,
          "postDate": "2022-02-14T11:24:20.543Z",
          "content": "<p>Just overfit 🤓</p>",
          "rawMarkdown": "Just overfit 🤓",
          "votes": 1
        },
        {
          "id": 1692259,
          "postDate": "2022-02-15T23:37:57.487Z",
          "content": "<blockquote>\n  <p>Curious to know what NEW THINGS stop you teams at 114th. Well there is also possibility you shake up to gold zone or 1st private. Good luck</p>\n</blockquote>\n<p><a href=\"https://www.kaggle.com/mcggood\" target=\"_blank\">@mcggood</a> - that's a pretty cool prediction there, before the fact!</p>",
          "rawMarkdown": "> Curious to know what NEW THINGS stop you teams at 114th. Well there is also possibility you shake up to gold zone or 1st private. Good luck\n\n@mcggood - that's a pretty cool prediction there, before the fact!\n"
        },
        {
          "id": 1692562,
          "postDate": "2022-02-16T05:47:27.570Z",
          "content": "<p>yeah. Some grandmasters/teams are really good at shaking up to 1st private, like: <a href=\"https://www.kaggle.com/wowfattie\" target=\"_blank\">@wowfattie</a> <a href=\"https://www.kaggle.com/philippsinger\" target=\"_blank\">@philippsinger</a> <a href=\"https://www.kaggle.com/titericz\" target=\"_blank\">@titericz</a> and <a href=\"https://www.kaggle.com/haqishen\" target=\"_blank\">@haqishen</a> :))</p>",
          "rawMarkdown": "yeah. Some grandmasters/teams are really good at shaking up to 1st private, like: @wowfattie @philippsinger @titericz and @haqishen :))",
          "votes": 1
        }
      ]
    },
    {
      "id": 1691041,
      "postDate": "2022-02-15T07:45:53.470Z",
      "content": "<p>Hearty congratulations on winning!</p>",
      "rawMarkdown": "Hearty congratulations on winning!",
      "votes": 1
    },
    {
      "id": 1690985,
      "postDate": "2022-02-15T07:16:22.957Z",
      "content": "<p>Congratulations!</p>",
      "rawMarkdown": "Congratulations!",
      "votes": 1
    },
    {
      "id": 1690878,
      "postDate": "2022-02-15T06:23:15.457Z",
      "content": "<p>congratulations</p>",
      "rawMarkdown": "congratulations",
      "votes": 1
    },
    {
      "id": 1690483,
      "postDate": "2022-02-15T00:51:09.307Z",
      "content": "<p>Congratulations!</p>",
      "rawMarkdown": "Congratulations!",
      "votes": 1
    },
    {
      "id": 1690471,
      "postDate": "2022-02-15T00:42:40.730Z",
      "content": "<p>It was a very good experience WooooooW！</p>",
      "rawMarkdown": "It was a very good experience WooooooW！",
      "votes": 1
    },
    {
      "id": 1690442,
      "postDate": "2022-02-15T00:32:27.120Z",
      "content": "<p>funny post Qishen - after winning this - grats :)</p>",
      "rawMarkdown": "funny post Qishen - after winning this - grats :)",
      "votes": 1,
      "replies": [
        {
          "id": 1690633,
          "postDate": "2022-02-15T03:29:05.620Z",
          "content": "<p>we didn't mean that… 😂<br>\nI don't know if I should delete this post now.</p>",
          "rawMarkdown": "we didn't mean that... 😂\nI don't know if I should delete this post now.\n",
          "votes": 6
        },
        {
          "id": 1690638,
          "postDate": "2022-02-15T03:31:33.057Z",
          "content": "<p>Can't wait to learn from you 😂</p>",
          "rawMarkdown": "Can't wait to learn from you 😂",
          "votes": 2
        },
        {
          "id": 1690957,
          "postDate": "2022-02-15T07:08:17.403Z",
          "content": "<blockquote>\n  <p>I don't know if I should delete this post now.</p>\n</blockquote>\n<p>Please don't. You were being honest.  </p>",
          "rawMarkdown": "> I don't know if I should delete this post now.\n\nPlease don't. You were being honest.  ",
          "votes": 7
        },
        {
          "id": 1692481,
          "postDate": "2022-02-16T04:13:01.220Z",
          "content": "<p><a href=\"https://www.kaggle.com/mcggood\" target=\"_blank\">@mcggood</a> actually <a href=\"https://www.kaggle.com/c/tensorflow-great-barrier-reef/discussion/307392#1689452\" target=\"_blank\">predicted this</a> :)</p>",
          "rawMarkdown": "@mcggood actually [predicted this](https://www.kaggle.com/c/tensorflow-great-barrier-reef/discussion/307392#1689452) :)"
        },
        {
          "id": 1692498,
          "postDate": "2022-02-16T04:30:19.210Z",
          "content": "<p>The Kaggle team got a fun chuckle at this post, seeing how funny it looks in hindsight. Congratulations! (please keep it up!)</p>",
          "rawMarkdown": "The Kaggle team got a fun chuckle at this post, seeing how funny it looks in hindsight. Congratulations! (please keep it up!)",
          "votes": 3
        }
      ]
    },
    {
      "id": 1690439,
      "postDate": "2022-02-15T00:26:05.423Z",
      "content": "<p>Would love to learn from you guys instead!</p>",
      "rawMarkdown": "Would love to learn from you guys instead!",
      "votes": 1
    },
    {
      "id": 1690437,
      "postDate": "2022-02-15T00:25:14.973Z",
      "content": "<p>Wow! <br>\nIn Private LB you got highest score!<br>\nCongratulations!</p>",
      "rawMarkdown": "Wow! \nIn Private LB you got highest score!\nCongratulations!",
      "votes": 1
    },
    {
      "id": 1690427,
      "postDate": "2022-02-15T00:17:30.510Z",
      "content": "<p>LOL 😃, well done ! </p>",
      "rawMarkdown": "LOL 😃, well done ! ",
      "votes": 1
    },
    {
      "id": 1690422,
      "postDate": "2022-02-15T00:12:33.857Z",
      "content": "<p>Congratulations for 1st place！</p>",
      "rawMarkdown": "\nCongratulations for 1st place！",
      "votes": 1
    },
    {
      "id": 1690419,
      "postDate": "2022-02-15T00:07:42.910Z",
      "content": "<p>Oh wow! Congrats on the first place <a href=\"https://www.kaggle.com/haqishen\" target=\"_blank\">@haqishen</a> <a href=\"https://www.kaggle.com/steamedsheep\" target=\"_blank\">@steamedsheep</a> <a href=\"https://www.kaggle.com/nvnnghia\" target=\"_blank\">@nvnnghia</a> , I can't wait for you to share your solution posting, and your team's strategy against the shakeup! </p>\n<p>I'm also curious to how your team was able to predict the large shakeup, I'm pretty sure most knew that we were overfitting to the public LB.</p>",
      "rawMarkdown": "Oh wow! Congrats on the first place @haqishen @steamedsheep @nvnnghia , I can't wait for you to share your solution posting, and your team's strategy against the shakeup! \n\nI'm also curious to how your team was able to predict the large shakeup, I'm pretty sure most knew that we were overfitting to the public LB.",
      "votes": 1
    },
    {
      "id": 1690418,
      "postDate": "2022-02-15T00:05:55.153Z",
      "content": "<p>Now everyone wants to learn from your team. Congrats for winning this competition……</p>",
      "rawMarkdown": "Now everyone wants to learn from your team. Congrats for winning this competition......",
      "votes": 1
    },
    {
      "id": 1690417,
      "postDate": "2022-02-15T00:05:26.783Z",
      "content": "<p><a href=\"https://www.kaggle.com/haqishen\" target=\"_blank\">@haqishen</a> HUGE CONGRATS ON WINNING! 🙏</p>",
      "rawMarkdown": "@haqishen HUGE CONGRATS ON WINNING! 🙏",
      "votes": 1
    },
    {
      "id": 1690413,
      "postDate": "2022-02-15T00:01:59.987Z",
      "content": "<p>Well, can't wait to learn how your team got such high score on LB! :D</p>",
      "rawMarkdown": "Well, can't wait to learn how your team got such high score on LB! :D",
      "votes": 1
    },
    {
      "id": 1689584,
      "postDate": "2022-02-14T10:39:57.063Z",
      "content": "<p>Haha, I'm scared of tomorrow's shake-up, but I'm looking forward to it. Great job, everyone.</p>",
      "rawMarkdown": "Haha, I'm scared of tomorrow's shake-up, but I'm looking forward to it. Great job, everyone.",
      "votes": 1
    },
    {
      "id": 1689455,
      "postDate": "2022-02-14T08:42:56.793Z",
      "content": "<p>In my opinion, this question should be asked after showing the Private Leaderboard, because in most cases, it is just overfitting to Public Leaderboard. Good luck, <a href=\"https://www.kaggle.com/haqishen\" target=\"_blank\">@haqishen</a>! </p>",
      "rawMarkdown": "In my opinion, this question should be asked after showing the Private Leaderboard, because in most cases, it is just overfitting to Public Leaderboard. Good luck, @haqishen! ",
      "votes": 1,
      "replies": [
        {
          "id": 1689800,
          "postDate": "2022-02-14T14:01:56.200Z",
          "content": "<p>thanks guy!<br>\npeople do not willing to share CV in this competition.<br>\nnot sure if anyone has CV and LB both &gt;0.75<br>\nif yes that is definitely worth learning.</p>",
          "rawMarkdown": "thanks guy!\npeople do not willing to share CV in this competition.\nnot sure if anyone has CV and LB both >0.75\nif yes that is definitely worth learning."
        },
        {
          "id": 1689802,
          "postDate": "2022-02-14T14:03:17.217Z",
          "content": "<p>In fact, my local got 0.8 too. 😄</p>",
          "rawMarkdown": "In fact, my local got 0.8 too. 😄",
          "votes": 4
        },
        {
          "id": 1689810,
          "postDate": "2022-02-14T14:08:27.470Z",
          "content": "<p><a href=\"https://www.kaggle.com/outrunner\" target=\"_blank\">@outrunner</a> .8 at average video split??</p>",
          "rawMarkdown": "@outrunner .8 at average video split??"
        },
        {
          "id": 1689814,
          "postDate": "2022-02-14T14:12:30.417Z",
          "content": "<p>I select 4 sequences as val set. Average 0.6 cots per image, total 2334 images.</p>",
          "rawMarkdown": "I select 4 sequences as val set. Average 0.6 cots per image, total 2334 images.",
          "votes": 4
        },
        {
          "id": 1689815,
          "postDate": "2022-02-14T14:12:35.710Z",
          "content": "<p>How to overfit public LB: inference at 2x training w/o Aug. <br>\nHow to score well on private LB: don't do that</p>\n<p>we will see ;)</p>",
          "rawMarkdown": "How to overfit public LB: inference at 2x training w/o Aug. \nHow to score well on private LB: don't do that\n\nwe will see ;)",
          "votes": 1
        },
        {
          "id": 1689827,
          "postDate": "2022-02-14T14:23:01.900Z",
          "content": "<p>Many teams use 2x, 3x, even higher for inference. If so, then big shake may come… </p>",
          "rawMarkdown": "Many teams use 2x, 3x, even higher for inference. If so, then big shake may come... "
        },
        {
          "id": 1690355,
          "postDate": "2022-02-14T22:18:30.793Z",
          "content": "<p>but isn't the dataset is faulty to begin with (missing annotation, bad bounding box , bounding box of random thing) so the less augmentation you had the less the error get transfer in to your model.</p>\n<p>I had the feeling that the test set we have fix all these problems that are present in the training data</p>",
          "rawMarkdown": "but isn't the dataset is faulty to begin with (missing annotation, bad bounding box , bounding box of random thing) so the less augmentation you had the less the error get transfer in to your model.\n\n I had the feeling that the test set we have fix all these problems that are present in the training data"
        }
      ]
    },
    {
      "id": 1689179,
      "postDate": "2022-02-14T04:28:25.677Z",
      "content": "<p>Me too. A interesting competition, I put all my time in it.</p>",
      "rawMarkdown": "Me too. A interesting competition, I put all my time in it.",
      "votes": 1,
      "replies": [
        {
          "id": 1689220,
          "postDate": "2022-02-14T04:52:32.810Z",
          "content": "<p>Good luck to you ;)</p>",
          "rawMarkdown": "Good luck to you ;)",
          "votes": 1
        }
      ]
    },
    {
      "id": 1691145,
      "postDate": "2022-02-15T08:57:34.733Z",
      "content": "<p>Congratulations <a href=\"https://www.kaggle.com/haqishen\" target=\"_blank\">@haqishen</a> and team for a great win! Can't wait to learn from you ;-) </p>",
      "rawMarkdown": "Congratulations @haqishen and team for a great win! Can't wait to learn from you ;-) ",
      "votes": 2,
      "replies": [
        {
          "id": 1691197,
          "postDate": "2022-02-15T09:39:16.197Z",
          "content": "<p>thanks! 😃</p>",
          "rawMarkdown": "thanks! 😃"
        }
      ]
    },
    {
      "id": 1690582,
      "postDate": "2022-02-15T02:40:25.207Z",
      "content": "<p>Really amazing 😲. <strong>We</strong> have to learn new things from your team</p>",
      "rawMarkdown": "Really amazing 😲. **We** have to learn new things from your team",
      "votes": 2
    },
    {
      "id": 1690428,
      "postDate": "2022-02-15T00:17:57.237Z",
      "content": "<p>Well done <a href=\"https://www.kaggle.com/haqishen\" target=\"_blank\">@haqishen</a> and team!! <br>\nSeems that you don't need to know how to overfit public LB.. better to know how to overfit PVT :) <br>\nlooking forward to your solution ;)</p>",
      "rawMarkdown": "Well done @haqishen and team!! \nSeems that you don't need to know how to overfit public LB.. better to know how to overfit PVT :) \nlooking forward to your solution ;)",
      "votes": 2
    },
    {
      "id": 1689247,
      "postDate": "2022-02-14T05:27:44.890Z",
      "content": "<p>I'm surprise that the discussion post that help me gain like +.50 LB(well in my case at least) barely get any upvote and everyone kind of brush over it lol.</p>",
      "rawMarkdown": "I'm surprise that the discussion post that help me gain like +.50 LB(well in my case at least) barely get any upvote and everyone kind of brush over it lol."
    },
    {
      "id": 1693083,
      "postDate": "2022-02-16T12:23:42.447Z",
      "content": "<p>Congratulations <a href=\"https://www.kaggle.com/haqishen\" target=\"_blank\">@haqishen</a> and team for a great win! Can't wait to learn from you. Its great to have guys like yall that do great things</p>",
      "rawMarkdown": "Congratulations @haqishen and team for a great win! Can't wait to learn from you. Its great to have guys like yall that do great things"
    },
    {
      "id": 1692857,
      "postDate": "2022-02-16T09:38:55.777Z",
      "content": "<p>Please don't continue to upvote this post, please go to our solution post, thanks! 😂</p>\n<p><a href=\"https://www.kaggle.com/c/tensorflow-great-barrier-reef/discussion/307878\" target=\"_blank\">https://www.kaggle.com/c/tensorflow-great-barrier-reef/discussion/307878</a></p>",
      "rawMarkdown": "Please don't continue to upvote this post, please go to our solution post, thanks! 😂\n\nhttps://www.kaggle.com/c/tensorflow-great-barrier-reef/discussion/307878"
    },
    {
      "id": 1692266,
      "postDate": "2022-02-15T23:50:53.117Z",
      "content": "<p>congrats!!!</p>",
      "rawMarkdown": "congrats!!!"
    },
    {
      "id": 1691786,
      "postDate": "2022-02-15T15:53:39.037Z",
      "content": "<p>im from vietnam</p>",
      "rawMarkdown": "im from vietnam"
    },
    {
      "id": 1691586,
      "postDate": "2022-02-15T13:42:32.347Z",
      "content": "<p>very very Congratulations!</p>",
      "rawMarkdown": "very very Congratulations!"
    },
    {
      "id": 1689640,
      "postDate": "2022-02-14T11:32:58.800Z",
      "content": "<p>My first kaggle competition, learn a lot from public notebook and discussion, i really want to see if there is a big earthquake in the private LB👀</p>",
      "rawMarkdown": "My first kaggle competition, learn a lot from public notebook and discussion, i really want to see if there is a big earthquake in the private LB👀"
    },
    {
      "id": 1689767,
      "postDate": "2022-02-14T13:42:32.730Z",
      "rawMarkdown": "",
      "isDeleted": true
    }
  ],
  "comments": [
    {
      "id": 1689123,
      "author_name": "outrunner",
      "author_url": "",
      "post_date": "2022-02-14T03:54:08.940000",
      "content": "<p>I can share how to overfit public LB. :)</p>",
      "votes": 31,
      "replies": [
        {
          "id": 1689153,
          "author_name": "outwrest",
          "author_url": "",
          "post_date": "2022-02-14T04:15:48.050000",
          "content": "<p>Is your score purely overfit? May I ask for your CV or are you sharing a post after the competition ends? I truly hope I can keep my score and similar position in LB by relying on my CV. It'd be my first gold, fingers crossed 😊</p>",
          "votes": 0,
          "replies": []
        },
        {
          "id": 1689206,
          "author_name": "outrunner",
          "author_url": "",
          "post_date": "2022-02-14T04:49:44.817000",
          "content": "<p>I will post tomorrow, good luck. 😄</p>",
          "votes": 7,
          "replies": []
        },
        {
          "id": 1689212,
          "author_name": "Qishen Ha",
          "author_url": "",
          "post_date": "2022-02-14T04:51:09.193000",
          "content": "<p><a href=\"https://www.kaggle.com/outrunner\" target=\"_blank\">@outrunner</a> haha that's also what I want to know!</p>\n<p><a href=\"https://www.kaggle.com/outwrest\" target=\"_blank\">@outwrest</a> wow your cv is similar to your lb? that's very high!</p>",
          "votes": 0,
          "replies": []
        },
        {
          "id": 1689258,
          "author_name": "Gleb",
          "author_url": "",
          "post_date": "2022-02-14T05:46:16.103000",
          "content": "<p>overfit or not, score is insane, please share it afterwards</p>",
          "votes": 2,
          "replies": []
        },
        {
          "id": 1689602,
          "author_name": "Sanyam Bhutani",
          "author_url": "",
          "post_date": "2022-02-14T11:02:18.647000",
          "content": "<p><img src=\"https://imgur.com/a/5Y5cDkS\" alt=\"\"></p>",
          "votes": 7,
          "replies": []
        },
        {
          "id": 1689804,
          "author_name": "Qishen Ha",
          "author_url": "",
          "post_date": "2022-02-14T14:03:46.960000",
          "content": "<p><a href=\"https://www.kaggle.com/init27\" target=\"_blank\">@init27</a> <br>\noh come on, hope it's not the case 😂</p>",
          "votes": 1,
          "replies": []
        },
        {
          "id": 1689863,
          "author_name": "Nirjhar Roy",
          "author_url": "",
          "post_date": "2022-02-14T14:58:57.067000",
          "content": "<p>If we go to the same place and see the same cots chewing the corals ..with your model we will get 'em all then  …</p>",
          "votes": 0,
          "replies": []
        },
        {
          "id": 1689927,
          "author_name": "Sanyam Bhutani",
          "author_url": "",
          "post_date": "2022-02-14T15:35:06.140000",
          "content": "<p><a href=\"https://www.kaggle.com/haqishen\" target=\"_blank\">@haqishen</a> I think you took it as joke, but if not-I was only kidding. </p>\n<p>Even though I'm a total noob in competing, I sincerely follow (and celebrate) Kagglers' solutions and approaches. </p>\n<p>I've been a long time admirer of your and <a href=\"https://www.kaggle.com/outrunner\" target=\"_blank\">@outrunner</a> both's work. 🙏</p>",
          "votes": 0,
          "replies": []
        },
        {
          "id": 1690430,
          "author_name": "JinzhenWang",
          "author_url": "",
          "post_date": "2022-02-15T00:19:33.517000",
          "content": "<p>conguatulation!</p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 1690567,
      "author_name": "Qishen Ha",
      "author_url": "",
      "post_date": "2022-02-15T02:21:09.037000",
      "content": "<p>Wow, to be honest we really didn't expect this.<br>\nCause we really didn't have any NEW THING.<br>\nOur final ensemble CV score is 0.74 (video_id split 3-fold), which isn't that high…<br>\nNext we will organize our solution and make it public.</p>",
      "votes": 13,
      "replies": []
    },
    {
      "id": 1689540,
      "author_name": "Sanyam Bhutani",
      "author_url": "",
      "post_date": "2022-02-14T10:03:34.393000",
      "content": "<p>Every time competition ends, I get super excited to host more interviews and share knowledge of really smart kagglers with the world. </p>\n<p>I should prepare the chai kettle for tomorrow 😁</p>\n<p>Good Luck to everyone who participated! 🙏</p>",
      "votes": 11,
      "replies": [
        {
          "id": 1689639,
          "author_name": "Vadim Irtlach",
          "author_url": "",
          "post_date": "2022-02-14T11:32:13.503000",
          "content": "<p>Share a cup of chai? 😄</p>",
          "votes": 1,
          "replies": []
        },
        {
          "id": 1689747,
          "author_name": "Sanyam Bhutani",
          "author_url": "",
          "post_date": "2022-02-14T13:23:48.143000",
          "content": "<p>If you ever come to India or if I ever find myself in Ukraine, I would love to have chai with you 🙏🙂</p>",
          "votes": 6,
          "replies": []
        },
        {
          "id": 1689830,
          "author_name": "Sanchit Vijay",
          "author_url": "",
          "post_date": "2022-02-14T14:25:54.937000",
          "content": "<p>Not a tea lover but this cup of <strong><em>chai</em></strong>  I can try :D</p>",
          "votes": 2,
          "replies": []
        },
        {
          "id": 1689926,
          "author_name": "Sanyam Bhutani",
          "author_url": "",
          "post_date": "2022-02-14T15:33:37.250000",
          "content": "<blockquote>\n  <p>Not a tea lover but this cup of chai I can try :D</p>\n</blockquote>\n<p>Remember chai stabilises your model training and mind too 😁</p>",
          "votes": 5,
          "replies": []
        },
        {
          "id": 1690032,
          "author_name": "Sanchit Vijay",
          "author_url": "",
          "post_date": "2022-02-14T16:45:51.900000",
          "content": "<p>😂 ok next time I will do this<br>\n<code>import chai</code></p>",
          "votes": 1,
          "replies": []
        },
        {
          "id": 1690047,
          "author_name": "oliver",
          "author_url": "",
          "post_date": "2022-02-14T16:56:15.537000",
          "content": "<p>Yo, I love your channel, it's so informative, wonderful!</p>",
          "votes": 1,
          "replies": []
        },
        {
          "id": 1690224,
          "author_name": "Lime-Cake",
          "author_url": "",
          "post_date": "2022-02-14T19:43:27.060000",
          "content": "<p>Peace of mind is important, especially for newbies like me. Model training is stressful when you know nothing and can't explain why certain changes just improve score and others don't. So yes, chai stabilizes model.</p>",
          "votes": 1,
          "replies": []
        }
      ]
    },
    {
      "id": 1690421,
      "author_name": "Guanshuo Xu",
      "author_url": "",
      "post_date": "2022-02-15T00:10:22.573000",
      "content": "<p>Just can't wait to learn NEW THINGS from you guys!!!!!!!!!!</p>",
      "votes": 10,
      "replies": []
    },
    {
      "id": 1690415,
      "author_name": "Psi",
      "author_url": "",
      "post_date": "2022-02-15T00:04:19.440000",
      "content": "<p>they jebaited us so hard….. boxes on public LB were much more precise and tight…. not only in one video but in both</p>",
      "votes": 10,
      "replies": []
    },
    {
      "id": 1689452,
      "author_name": "MaChaogong",
      "author_url": "",
      "post_date": "2022-02-14T08:39:26.907000",
      "content": "<p>Curious to know what NEW THINGS stop you teams at 114th. Well there is also possibility you shake up to gold zone or 1st private. Good luck</p>",
      "votes": 3,
      "replies": [
        {
          "id": 1689592,
          "author_name": "Qishen Ha",
          "author_url": "",
          "post_date": "2022-02-14T10:54:27.900000",
          "content": "<p>haha, we cannot get our LB &gt; 0.7, I don't know how people do it 😂</p>",
          "votes": 1,
          "replies": []
        },
        {
          "id": 1689627,
          "author_name": "TheManFromNorth",
          "author_url": "",
          "post_date": "2022-02-14T11:24:20.543000",
          "content": "<p>Just overfit 🤓</p>",
          "votes": 1,
          "replies": []
        },
        {
          "id": 1692259,
          "author_name": "Clear n' Simple",
          "author_url": "",
          "post_date": "2022-02-15T23:37:57.487000",
          "content": "<blockquote>\n  <p>Curious to know what NEW THINGS stop you teams at 114th. Well there is also possibility you shake up to gold zone or 1st private. Good luck</p>\n</blockquote>\n<p><a href=\"https://www.kaggle.com/mcggood\" target=\"_blank\">@mcggood</a> - that's a pretty cool prediction there, before the fact!</p>",
          "votes": 0,
          "replies": []
        },
        {
          "id": 1692562,
          "author_name": "MaChaogong",
          "author_url": "",
          "post_date": "2022-02-16T05:47:27.570000",
          "content": "<p>yeah. Some grandmasters/teams are really good at shaking up to 1st private, like: <a href=\"https://www.kaggle.com/wowfattie\" target=\"_blank\">@wowfattie</a> <a href=\"https://www.kaggle.com/philippsinger\" target=\"_blank\">@philippsinger</a> <a href=\"https://www.kaggle.com/titericz\" target=\"_blank\">@titericz</a> and <a href=\"https://www.kaggle.com/haqishen\" target=\"_blank\">@haqishen</a> :))</p>",
          "votes": 1,
          "replies": []
        }
      ]
    },
    {
      "id": 1691041,
      "author_name": "yuihmoo",
      "author_url": "",
      "post_date": "2022-02-15T07:45:53.470000",
      "content": "<p>Hearty congratulations on winning!</p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 1690985,
      "author_name": "noo named",
      "author_url": "",
      "post_date": "2022-02-15T07:16:22.957000",
      "content": "<p>Congratulations!</p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 1690878,
      "author_name": "ljh528",
      "author_url": "",
      "post_date": "2022-02-15T06:23:15.457000",
      "content": "<p>congratulations</p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 1690483,
      "author_name": "Good Moon",
      "author_url": "",
      "post_date": "2022-02-15T00:51:09.307000",
      "content": "<p>Congratulations!</p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 1690471,
      "author_name": "iloveThresh",
      "author_url": "",
      "post_date": "2022-02-15T00:42:40.730000",
      "content": "<p>It was a very good experience WooooooW！</p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 1690442,
      "author_name": "Roman Weilguny",
      "author_url": "",
      "post_date": "2022-02-15T00:32:27.120000",
      "content": "<p>funny post Qishen - after winning this - grats :)</p>",
      "votes": 1,
      "replies": [
        {
          "id": 1690633,
          "author_name": "Qishen Ha",
          "author_url": "",
          "post_date": "2022-02-15T03:29:05.620000",
          "content": "<p>we didn't mean that… 😂<br>\nI don't know if I should delete this post now.</p>",
          "votes": 6,
          "replies": []
        },
        {
          "id": 1690638,
          "author_name": "outrunner",
          "author_url": "",
          "post_date": "2022-02-15T03:31:33.057000",
          "content": "<p>Can't wait to learn from you 😂</p>",
          "votes": 2,
          "replies": []
        },
        {
          "id": 1690957,
          "author_name": "CPMP",
          "author_url": "",
          "post_date": "2022-02-15T07:08:17.403000",
          "content": "<blockquote>\n  <p>I don't know if I should delete this post now.</p>\n</blockquote>\n<p>Please don't. You were being honest.  </p>",
          "votes": 7,
          "replies": []
        },
        {
          "id": 1692481,
          "author_name": "Clear n' Simple",
          "author_url": "",
          "post_date": "2022-02-16T04:13:01.220000",
          "content": "<p><a href=\"https://www.kaggle.com/mcggood\" target=\"_blank\">@mcggood</a> actually <a href=\"https://www.kaggle.com/c/tensorflow-great-barrier-reef/discussion/307392#1689452\" target=\"_blank\">predicted this</a> :)</p>",
          "votes": 0,
          "replies": []
        },
        {
          "id": 1692498,
          "author_name": "Addison Howard",
          "author_url": "",
          "post_date": "2022-02-16T04:30:19.210000",
          "content": "<p>The Kaggle team got a fun chuckle at this post, seeing how funny it looks in hindsight. Congratulations! (please keep it up!)</p>",
          "votes": 3,
          "replies": []
        }
      ]
    },
    {
      "id": 1690439,
      "author_name": "Ari",
      "author_url": "",
      "post_date": "2022-02-15T00:26:05.423000",
      "content": "<p>Would love to learn from you guys instead!</p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 1690437,
      "author_name": "nyantacos",
      "author_url": "",
      "post_date": "2022-02-15T00:25:14.973000",
      "content": "<p>Wow! <br>\nIn Private LB you got highest score!<br>\nCongratulations!</p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 1690427,
      "author_name": "Thomas",
      "author_url": "",
      "post_date": "2022-02-15T00:17:30.510000",
      "content": "<p>LOL 😃, well done ! </p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 1690422,
      "author_name": "老肥",
      "author_url": "",
      "post_date": "2022-02-15T00:12:33.857000",
      "content": "<p>Congratulations for 1st place！</p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 1690419,
      "author_name": "aquaright",
      "author_url": "",
      "post_date": "2022-02-15T00:07:42.910000",
      "content": "<p>Oh wow! Congrats on the first place <a href=\"https://www.kaggle.com/haqishen\" target=\"_blank\">@haqishen</a> <a href=\"https://www.kaggle.com/steamedsheep\" target=\"_blank\">@steamedsheep</a> <a href=\"https://www.kaggle.com/nvnnghia\" target=\"_blank\">@nvnnghia</a> , I can't wait for you to share your solution posting, and your team's strategy against the shakeup! </p>\n<p>I'm also curious to how your team was able to predict the large shakeup, I'm pretty sure most knew that we were overfitting to the public LB.</p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 1690418,
      "author_name": "Raghawendra Singh",
      "author_url": "",
      "post_date": "2022-02-15T00:05:55.153000",
      "content": "<p>Now everyone wants to learn from your team. Congrats for winning this competition……</p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 1690417,
      "author_name": "Sanyam Bhutani",
      "author_url": "",
      "post_date": "2022-02-15T00:05:26.783000",
      "content": "<p><a href=\"https://www.kaggle.com/haqishen\" target=\"_blank\">@haqishen</a> HUGE CONGRATS ON WINNING! 🙏</p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 1690413,
      "author_name": "CPMP",
      "author_url": "",
      "post_date": "2022-02-15T00:01:59.987000",
      "content": "<p>Well, can't wait to learn how your team got such high score on LB! :D</p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 1689584,
      "author_name": "Wonjun Park",
      "author_url": "",
      "post_date": "2022-02-14T10:39:57.063000",
      "content": "<p>Haha, I'm scared of tomorrow's shake-up, but I'm looking forward to it. Great job, everyone.</p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 1689455,
      "author_name": "Vadim Irtlach",
      "author_url": "",
      "post_date": "2022-02-14T08:42:56.793000",
      "content": "<p>In my opinion, this question should be asked after showing the Private Leaderboard, because in most cases, it is just overfitting to Public Leaderboard. Good luck, <a href=\"https://www.kaggle.com/haqishen\" target=\"_blank\">@haqishen</a>! </p>",
      "votes": 1,
      "replies": [
        {
          "id": 1689800,
          "author_name": "Qishen Ha",
          "author_url": "",
          "post_date": "2022-02-14T14:01:56.200000",
          "content": "<p>thanks guy!<br>\npeople do not willing to share CV in this competition.<br>\nnot sure if anyone has CV and LB both &gt;0.75<br>\nif yes that is definitely worth learning.</p>",
          "votes": 0,
          "replies": []
        },
        {
          "id": 1689802,
          "author_name": "outrunner",
          "author_url": "",
          "post_date": "2022-02-14T14:03:17.217000",
          "content": "<p>In fact, my local got 0.8 too. 😄</p>",
          "votes": 4,
          "replies": []
        },
        {
          "id": 1689810,
          "author_name": "Gleb",
          "author_url": "",
          "post_date": "2022-02-14T14:08:27.470000",
          "content": "<p><a href=\"https://www.kaggle.com/outrunner\" target=\"_blank\">@outrunner</a> .8 at average video split??</p>",
          "votes": 0,
          "replies": []
        },
        {
          "id": 1689814,
          "author_name": "outrunner",
          "author_url": "",
          "post_date": "2022-02-14T14:12:30.417000",
          "content": "<p>I select 4 sequences as val set. Average 0.6 cots per image, total 2334 images.</p>",
          "votes": 4,
          "replies": []
        },
        {
          "id": 1689815,
          "author_name": "outwrest",
          "author_url": "",
          "post_date": "2022-02-14T14:12:35.710000",
          "content": "<p>How to overfit public LB: inference at 2x training w/o Aug. <br>\nHow to score well on private LB: don't do that</p>\n<p>we will see ;)</p>",
          "votes": 1,
          "replies": []
        },
        {
          "id": 1689827,
          "author_name": "Time Master",
          "author_url": "",
          "post_date": "2022-02-14T14:23:01.900000",
          "content": "<p>Many teams use 2x, 3x, even higher for inference. If so, then big shake may come… </p>",
          "votes": 0,
          "replies": []
        },
        {
          "id": 1690355,
          "author_name": "Nine",
          "author_url": "",
          "post_date": "2022-02-14T22:18:30.793000",
          "content": "<p>but isn't the dataset is faulty to begin with (missing annotation, bad bounding box , bounding box of random thing) so the less augmentation you had the less the error get transfer in to your model.</p>\n<p>I had the feeling that the test set we have fix all these problems that are present in the training data</p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 1689179,
      "author_name": "Good Moon",
      "author_url": "",
      "post_date": "2022-02-14T04:28:25.677000",
      "content": "<p>Me too. A interesting competition, I put all my time in it.</p>",
      "votes": 1,
      "replies": [
        {
          "id": 1689220,
          "author_name": "Qishen Ha",
          "author_url": "",
          "post_date": "2022-02-14T04:52:32.810000",
          "content": "<p>Good luck to you ;)</p>",
          "votes": 1,
          "replies": []
        }
      ]
    },
    {
      "id": 1691145,
      "author_name": "olivier",
      "author_url": "",
      "post_date": "2022-02-15T08:57:34.733000",
      "content": "<p>Congratulations <a href=\"https://www.kaggle.com/haqishen\" target=\"_blank\">@haqishen</a> and team for a great win! Can't wait to learn from you ;-) </p>",
      "votes": 2,
      "replies": [
        {
          "id": 1691197,
          "author_name": "Qishen Ha",
          "author_url": "",
          "post_date": "2022-02-15T09:39:16.197000",
          "content": "<p>thanks! 😃</p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 1690582,
      "author_name": "Robson",
      "author_url": "",
      "post_date": "2022-02-15T02:40:25.207000",
      "content": "<p>Really amazing 😲. <strong>We</strong> have to learn new things from your team</p>",
      "votes": 2,
      "replies": []
    },
    {
      "id": 1690428,
      "author_name": "Ioannis M",
      "author_url": "",
      "post_date": "2022-02-15T00:17:57.237000",
      "content": "<p>Well done <a href=\"https://www.kaggle.com/haqishen\" target=\"_blank\">@haqishen</a> and team!! <br>\nSeems that you don't need to know how to overfit public LB.. better to know how to overfit PVT :) <br>\nlooking forward to your solution ;)</p>",
      "votes": 2,
      "replies": []
    },
    {
      "id": 1689247,
      "author_name": "Nine",
      "author_url": "",
      "post_date": "2022-02-14T05:27:44.890000",
      "content": "<p>I'm surprise that the discussion post that help me gain like +.50 LB(well in my case at least) barely get any upvote and everyone kind of brush over it lol.</p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 1693083,
      "author_name": "Chibu",
      "author_url": "",
      "post_date": "2022-02-16T12:23:42.447000",
      "content": "<p>Congratulations <a href=\"https://www.kaggle.com/haqishen\" target=\"_blank\">@haqishen</a> and team for a great win! Can't wait to learn from you. Its great to have guys like yall that do great things</p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 1692857,
      "author_name": "Qishen Ha",
      "author_url": "",
      "post_date": "2022-02-16T09:38:55.777000",
      "content": "<p>Please don't continue to upvote this post, please go to our solution post, thanks! 😂</p>\n<p><a href=\"https://www.kaggle.com/c/tensorflow-great-barrier-reef/discussion/307878\" target=\"_blank\">https://www.kaggle.com/c/tensorflow-great-barrier-reef/discussion/307878</a></p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 1692266,
      "author_name": "",
      "author_url": "",
      "post_date": "2022-02-15T23:50:53.117000",
      "content": "",
      "votes": 0,
      "replies": []
    },
    {
      "id": 1691786,
      "author_name": "",
      "author_url": "",
      "post_date": "2022-02-15T15:53:39.037000",
      "content": "",
      "votes": 0,
      "replies": []
    },
    {
      "id": 1691586,
      "author_name": "",
      "author_url": "",
      "post_date": "2022-02-15T13:42:32.347000",
      "content": "",
      "votes": 0,
      "replies": []
    },
    {
      "id": 1689640,
      "author_name": "",
      "author_url": "",
      "post_date": "2022-02-14T11:32:58.800000",
      "content": "",
      "votes": 0,
      "replies": []
    },
    {
      "id": 1689767,
      "author_name": "",
      "author_url": "",
      "post_date": "2022-02-14T13:42:32.730000",
      "content": "",
      "votes": 0,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1689108": "Just can't wait to learn NEW THINGS from you guys!!!!!!!!!!",
    "1689123": "I can share how to overfit public LB. :)",
    "1690567": "Wow, to be honest we really didn't expect this.\nCause we really didn't have any NEW THING.\nOur final ensemble CV score is 0.74 (video_id split 3-fold), which isn't that high...\nNext we will organize our solution and make it public.",
    "1689540": "Every time competition ends, I get super excited to host more interviews and share knowledge of really smart kagglers with the world. \n\nI should prepare the chai kettle for tomorrow 😁\n\nGood Luck to everyone who participated! 🙏",
    "1690421": "Just can't wait to learn NEW THINGS from you guys!!!!!!!!!!",
    "1690415": "they jebaited us so hard..... boxes on public LB were much more precise and tight.... not only in one video but in both",
    "1689452": "Curious to know what NEW THINGS stop you teams at 114th. Well there is also possibility you shake up to gold zone or 1st private. Good luck",
    "1691041": "Hearty congratulations on winning!",
    "1690985": "Congratulations!",
    "1690878": "congratulations",
    "1690483": "Congratulations!",
    "1690471": "It was a very good experience WooooooW！",
    "1690442": "funny post Qishen - after winning this - grats :)",
    "1690439": "Would love to learn from you guys instead!",
    "1690437": "Wow! \nIn Private LB you got highest score!\nCongratulations!",
    "1690427": "LOL 😃, well done ! ",
    "1690422": "\nCongratulations for 1st place！",
    "1690419": "Oh wow! Congrats on the first place @haqishen @steamedsheep @nvnnghia , I can't wait for you to share your solution posting, and your team's strategy against the shakeup! \n\nI'm also curious to how your team was able to predict the large shakeup, I'm pretty sure most knew that we were overfitting to the public LB.",
    "1690418": "Now everyone wants to learn from your team. Congrats for winning this competition......",
    "1690417": "@haqishen HUGE CONGRATS ON WINNING! 🙏",
    "1690413": "Well, can't wait to learn how your team got such high score on LB! :D",
    "1689584": "Haha, I'm scared of tomorrow's shake-up, but I'm looking forward to it. Great job, everyone.",
    "1689455": "In my opinion, this question should be asked after showing the Private Leaderboard, because in most cases, it is just overfitting to Public Leaderboard. Good luck, @haqishen! ",
    "1689179": "Me too. A interesting competition, I put all my time in it.",
    "1691145": "Congratulations @haqishen and team for a great win! Can't wait to learn from you ;-) ",
    "1690582": "Really amazing 😲. **We** have to learn new things from your team",
    "1690428": "Well done @haqishen and team!! \nSeems that you don't need to know how to overfit public LB.. better to know how to overfit PVT :) \nlooking forward to your solution ;)",
    "1689247": "I'm surprise that the discussion post that help me gain like +.50 LB(well in my case at least) barely get any upvote and everyone kind of brush over it lol.",
    "1693083": "Congratulations @haqishen and team for a great win! Can't wait to learn from you. Its great to have guys like yall that do great things",
    "1692857": "Please don't continue to upvote this post, please go to our solution post, thanks! 😂\n\nhttps://www.kaggle.com/c/tensorflow-great-barrier-reef/discussion/307878",
    "1692266": "congrats!!!",
    "1691786": "im from vietnam",
    "1691586": "very very Congratulations!",
    "1689640": "My first kaggle competition, learn a lot from public notebook and discussion, i really want to see if there is a big earthquake in the private LB👀",
    "1689767": ""
  }
}