{
  "id": 147972,
  "title": "Congratulations to New Grandmaster Iafoss 💛",
  "url": "/competitions/prostate-cancer-grade-assessment/discussion/147972",
  "author_name": "Innat",
  "post_date": "2020-05-02T16:05:09.025000",
  "votes": 69,
  "comment_count": 126,
  "views": 0,
  "content": "<p>Congratulations @iafoss for becoming Notebooks Grand-Master 💛 😊 </p>",
  "messages": [
    {
      "id": 830470,
      "postDate": "2020-05-02T16:05:09.027Z",
      "content": "<p>Congratulations @iafoss for becoming Notebooks Grand-Master 💛 😊 </p>",
      "rawMarkdown": "Congratulations @iafoss for becoming Notebooks Grand-Master 💛 😊 ",
      "votes": 69
    },
    {
      "id": 837753,
      "postDate": "2020-05-08T03:04:56.547Z",
      "content": "<p>Congrats!</p>",
      "rawMarkdown": "Congrats!\n\n",
      "votes": 3,
      "replies": [
        {
          "id": 837761,
          "postDate": "2020-05-08T03:12:08.843Z",
          "content": "<p>Thank you</p>",
          "rawMarkdown": "Thank you"
        }
      ]
    },
    {
      "id": 833960,
      "postDate": "2020-05-05T07:32:11.030Z",
      "content": "<p>Congrats <a href=\"/iafoss\">@iafoss</a> on becoming a GM. You're already rocking the other tiers as well. I hope you become 3X more GM real soon! Way to go!</p>",
      "rawMarkdown": "Congrats @iafoss on becoming a GM. You're already rocking the other tiers as well. I hope you become 3X more GM real soon! Way to go!",
      "votes": 3,
      "replies": [
        {
          "id": 834728,
          "postDate": "2020-05-05T18:22:29.570Z",
          "content": "<p>Thanks so much, there is always a way to go.</p>",
          "rawMarkdown": "Thanks so much, there is always a way to go."
        }
      ]
    },
    {
      "id": 832467,
      "postDate": "2020-05-04T06:49:20.987Z",
      "content": "<p>Congratulations <a href=\"/iafoss\">@iafoss</a> . Must be a tiring 3 year journey, making it to the pinnacle tier</p>",
      "rawMarkdown": "Congratulations @iafoss . Must be a tiring 3 year journey, making it to the pinnacle tier",
      "votes": 4,
      "replies": [
        {
          "id": 832481,
          "postDate": "2020-05-04T07:03:07.970Z",
          "content": "<p>Thanks, it was quite long, but I also have learned quite a lot.</p>",
          "rawMarkdown": "Thanks, it was quite long, but I also have learned quite a lot.",
          "votes": 1
        }
      ]
    },
    {
      "id": 1073103,
      "postDate": "2020-11-09T06:00:48.397Z",
      "content": "<p>Congratulations <a href=\"https://www.kaggle.com/iafoss\" target=\"_blank\">@iafoss</a> </p>",
      "rawMarkdown": "Congratulations @iafoss ",
      "votes": 1,
      "replies": [
        {
          "id": 1074803,
          "postDate": "2020-11-11T04:48:14.573Z",
          "content": "<p>Thank you <a href=\"https://www.kaggle.com/karanshivsharan\" target=\"_blank\">@karanshivsharan</a></p>",
          "rawMarkdown": "Thank you @karanshivsharan"
        }
      ]
    },
    {
      "id": 963483,
      "postDate": "2020-08-09T04:18:17.870Z",
      "content": "<p>Congratulations <a href=\"https://www.kaggle.com/iafoss\" target=\"_blank\">@iafoss</a> ,well deserved!</p>",
      "rawMarkdown": "Congratulations @iafoss ,well deserved!",
      "votes": 1,
      "replies": [
        {
          "id": 1074805,
          "postDate": "2020-11-11T04:50:24.570Z",
          "content": "<p>Thanks <a href=\"https://www.kaggle.com/shaitender\" target=\"_blank\">@shaitender</a></p>",
          "rawMarkdown": "Thanks @shaitender"
        }
      ]
    },
    {
      "id": 894517,
      "postDate": "2020-06-20T13:45:00.343Z",
      "content": "<p>Congratulations <a href=\"/iafoss\">@iafoss</a> </p>",
      "rawMarkdown": "Congratulations @iafoss ",
      "votes": 1,
      "replies": [
        {
          "id": 894881,
          "postDate": "2020-06-20T21:12:30.497Z",
          "content": "<p>Thanks</p>",
          "rawMarkdown": "Thanks"
        }
      ]
    },
    {
      "id": 848915,
      "postDate": "2020-05-15T10:52:41.380Z",
      "content": "<p>Congratulations!!🙌 </p>",
      "rawMarkdown": "Congratulations!!🙌 ",
      "votes": 1,
      "replies": [
        {
          "id": 849231,
          "postDate": "2020-05-15T15:37:09.203Z",
          "content": "<p>Thanks</p>",
          "rawMarkdown": "Thanks",
          "votes": 1
        }
      ]
    },
    {
      "id": 848793,
      "postDate": "2020-05-15T08:25:49.837Z",
      "content": "<p>Kudos <a href=\"/iafoss\">@iafoss</a> . Hope to learn more from you.</p>",
      "rawMarkdown": "Kudos @iafoss . Hope to learn more from you.",
      "votes": 1,
      "replies": [
        {
          "id": 849243,
          "postDate": "2020-05-15T15:43:03.390Z",
          "content": "<p>Thank you so much, I hope to publish something too in the following competitions.</p>",
          "rawMarkdown": "Thank you so much, I hope to publish something too in the following competitions.",
          "votes": 1
        }
      ]
    },
    {
      "id": 843726,
      "postDate": "2020-05-12T08:14:23.287Z",
      "content": "<p>Congratulations!!!</p>",
      "rawMarkdown": "Congratulations!!!",
      "votes": 1,
      "replies": [
        {
          "id": 844422,
          "postDate": "2020-05-12T15:41:22.410Z",
          "content": "<p>Thanks</p>",
          "rawMarkdown": "Thanks"
        }
      ]
    },
    {
      "id": 843422,
      "postDate": "2020-05-12T03:35:56.500Z",
      "content": "<p>Congratulations!!!</p>",
      "rawMarkdown": "Congratulations!!!",
      "votes": 1,
      "replies": [
        {
          "id": 843516,
          "postDate": "2020-05-12T04:55:03.010Z",
          "content": "<p>Thank you</p>",
          "rawMarkdown": "Thank you"
        }
      ]
    },
    {
      "id": 842846,
      "postDate": "2020-05-11T16:55:23.267Z",
      "content": "<p>Congratulations!</p>",
      "rawMarkdown": "Congratulations!",
      "votes": 1,
      "replies": [
        {
          "id": 843500,
          "postDate": "2020-05-12T04:39:38.957Z",
          "content": "<p>Thanks</p>",
          "rawMarkdown": "Thanks"
        }
      ]
    },
    {
      "id": 841677,
      "postDate": "2020-05-11T00:26:42.387Z",
      "content": "<p>Congrats!</p>",
      "rawMarkdown": "Congrats!",
      "votes": 1
    },
    {
      "id": 841657,
      "postDate": "2020-05-10T23:38:14.027Z",
      "content": "<p>Congratulations!!!</p>",
      "rawMarkdown": "Congratulations!!!",
      "votes": 1
    },
    {
      "id": 841571,
      "postDate": "2020-05-10T21:29:51.093Z",
      "content": "<p>Many Congratulations for Grandmaster lafoss </p>",
      "rawMarkdown": "Many Congratulations for Grandmaster lafoss ",
      "votes": 1
    },
    {
      "id": 840509,
      "postDate": "2020-05-10T05:03:24.080Z",
      "content": "<p>Congratulations!</p>",
      "rawMarkdown": "Congratulations!",
      "votes": 1,
      "replies": [
        {
          "id": 841143,
          "postDate": "2020-05-10T16:27:10.077Z",
          "content": "<p>Thanks</p>",
          "rawMarkdown": "Thanks"
        }
      ]
    },
    {
      "id": 840369,
      "postDate": "2020-05-10T00:48:18.717Z",
      "content": "<p>congrats</p>",
      "rawMarkdown": "congrats",
      "votes": 1,
      "replies": [
        {
          "id": 840410,
          "postDate": "2020-05-10T02:04:03.820Z",
          "content": "<p>Thanks</p>",
          "rawMarkdown": "Thanks"
        }
      ]
    },
    {
      "id": 839783,
      "postDate": "2020-05-09T15:34:52.983Z",
      "content": "<p>Congratulations <a href=\"/iafoss\">@iafoss</a> </p>",
      "rawMarkdown": "Congratulations @iafoss ",
      "votes": 1,
      "replies": [
        {
          "id": 839909,
          "postDate": "2020-05-09T16:41:44.407Z",
          "content": "<p>Thanks</p>",
          "rawMarkdown": "Thanks"
        }
      ]
    },
    {
      "id": 839630,
      "postDate": "2020-05-09T14:11:58.803Z",
      "content": "<p>Congratulations <a href=\"/iafoss\">@iafoss</a> for becoming notebooks Grand-Master!!share some tips on this occasion for getting ahead of just being a contributor :) It's a struggle,lol.</p>",
      "rawMarkdown": "Congratulations @iafoss for becoming notebooks Grand-Master!!share some tips on this occasion for getting ahead of just being a contributor :) It's a struggle,lol.",
      "votes": 1,
      "replies": [
        {
          "id": 839907,
          "postDate": "2020-05-09T16:40:31.950Z",
          "content": "<p>Thanks so much. I think the main thing is that u need to like that u are going. There should be something that makes your work special, at least for you. I participated in a number of competitions without publishing any kernels because I didn't have good enough things to share. Also, do not publish anything game changing close to the end of the competition. </p>",
          "rawMarkdown": "Thanks so much. I think the main thing is that u need to like that u are going. There should be something that makes your work special, at least for you. I participated in a number of competitions without publishing any kernels because I didn't have good enough things to share. Also, do not publish anything game changing close to the end of the competition. ",
          "votes": 2
        },
        {
          "id": 840424,
          "postDate": "2020-05-10T02:35:53.437Z",
          "content": "<p>I''ll keep these things in mind.Thank you, <a href=\"/iafoss\">@iafoss</a> </p>",
          "rawMarkdown": "I''ll keep these things in mind.Thank you, @iafoss "
        }
      ]
    },
    {
      "id": 838591,
      "postDate": "2020-05-08T16:55:32.970Z",
      "content": "<p>congrats</p>",
      "rawMarkdown": "congrats",
      "votes": 1
    },
    {
      "id": 838471,
      "postDate": "2020-05-08T15:41:13.543Z",
      "content": "<p>Congratulations!!!</p>",
      "rawMarkdown": "Congratulations!!!",
      "votes": 1
    },
    {
      "id": 838373,
      "postDate": "2020-05-08T14:14:42.347Z",
      "content": "<p>Congratulations Sir.</p>",
      "rawMarkdown": "Congratulations Sir.",
      "votes": 1
    },
    {
      "id": 838317,
      "postDate": "2020-05-08T13:27:57.997Z",
      "content": "<p>Congratulations!! <a href=\"/iafoss\">@iafoss</a> </p>",
      "rawMarkdown": "Congratulations!! @iafoss ",
      "votes": 1
    },
    {
      "id": 838058,
      "postDate": "2020-05-08T08:59:43.747Z",
      "content": "<p>Congrats !!</p>",
      "rawMarkdown": "Congrats !!",
      "votes": 1
    },
    {
      "id": 837971,
      "postDate": "2020-05-08T07:40:04.510Z",
      "content": "<p>I believe it is the first time I compete with you, but if all your kernels were of the quality of your tile approach your grandmaster title is well deserved indeed ! </p>",
      "rawMarkdown": "I believe it is the first time I compete with you, but if all your kernels were of the quality of your tile approach your grandmaster title is well deserved indeed ! ",
      "votes": 1,
      "replies": [
        {
          "id": 838639,
          "postDate": "2020-05-08T17:33:29.637Z",
          "content": "<p>Thanks so much. Of cause the quality of the kernels got improved over the time, and I have learned a lot. It cannot be perfect from the beginning, and some ideas may also not work as well as one in this competition.</p>",
          "rawMarkdown": "Thanks so much. Of cause the quality of the kernels got improved over the time, and I have learned a lot. It cannot be perfect from the beginning, and some ideas may also not work as well as one in this competition.",
          "votes": 1
        },
        {
          "id": 838657,
          "postDate": "2020-05-08T17:42:58.043Z",
          "content": "<p>well apart from the ideas, the implementation itself is quite impressive. I've taken a <em>lot</em> of time to study the tiling system and I'm still unsure what happens with the \"img.transpose(0,2,1,3,4).reshape(-1,sz,sz,3)\" ^^</p>",
          "rawMarkdown": "well apart from the ideas, the implementation itself is quite impressive. I've taken a _lot_ of time to study the tiling system and I'm still unsure what happens with the \"img.transpose(0,2,1,3,4).reshape(-1,sz,sz,3)\" ^^",
          "votes": 1
        },
        {
          "id": 838907,
          "postDate": "2020-05-08T22:01:06.220Z",
          "content": "<p>Thanks. For the later one, one needs to understand how the tensors are really placed into computer memory.</p>",
          "rawMarkdown": "Thanks. For the later one, one needs to understand how the tensors are really placed into computer memory."
        }
      ]
    },
    {
      "id": 837779,
      "postDate": "2020-05-08T03:29:09.240Z",
      "content": "<p>Congrats!</p>",
      "rawMarkdown": "Congrats!",
      "votes": 1,
      "replies": [
        {
          "id": 838635,
          "postDate": "2020-05-08T17:27:36.927Z",
          "content": "<p>Thanks.</p>",
          "rawMarkdown": "Thanks."
        }
      ]
    },
    {
      "id": 837601,
      "postDate": "2020-05-07T22:12:00.317Z",
      "content": "<p>Congrats!</p>",
      "rawMarkdown": "Congrats!",
      "votes": 1,
      "replies": [
        {
          "id": 837732,
          "postDate": "2020-05-08T02:26:06.883Z",
          "content": "<p>Thanks</p>",
          "rawMarkdown": "Thanks"
        }
      ]
    },
    {
      "id": 837433,
      "postDate": "2020-05-07T19:06:17.877Z",
      "content": "<p>Heartiest Congratulations. Very well deserved</p>",
      "rawMarkdown": "Heartiest Congratulations. Very well deserved\n",
      "votes": 1,
      "replies": [
        {
          "id": 837536,
          "postDate": "2020-05-07T21:21:34.773Z",
          "content": "<p>Thank you so much, I really appreciate it.</p>",
          "rawMarkdown": "Thank you so much, I really appreciate it."
        }
      ]
    },
    {
      "id": 837330,
      "postDate": "2020-05-07T17:36:25.773Z",
      "content": "<p>Congratulations!!</p>",
      "rawMarkdown": "Congratulations!!",
      "votes": 1,
      "replies": [
        {
          "id": 837533,
          "postDate": "2020-05-07T21:19:23.097Z",
          "content": "<p>Thanks</p>",
          "rawMarkdown": "Thanks"
        }
      ]
    },
    {
      "id": 837121,
      "postDate": "2020-05-07T14:33:18.483Z",
      "content": "<p>nice!</p>",
      "rawMarkdown": "nice!",
      "votes": 1
    },
    {
      "id": 836859,
      "postDate": "2020-05-07T09:58:29.950Z",
      "content": "<p>Congratulations🎉</p>",
      "rawMarkdown": "Congratulations🎉",
      "votes": 1
    },
    {
      "id": 836649,
      "postDate": "2020-05-07T06:01:25.310Z",
      "content": "<p>Congratulations</p>",
      "rawMarkdown": "Congratulations",
      "votes": 1
    },
    {
      "id": 836308,
      "postDate": "2020-05-06T22:03:45.233Z",
      "content": "<p>Congratulations! </p>",
      "rawMarkdown": "Congratulations! ",
      "votes": 1,
      "replies": [
        {
          "id": 836332,
          "postDate": "2020-05-06T22:20:43.043Z",
          "content": "<p>Thanks</p>",
          "rawMarkdown": "Thanks",
          "votes": 1
        }
      ]
    },
    {
      "id": 836097,
      "postDate": "2020-05-06T17:56:59.327Z",
      "content": "<p><a href=\"/guozhiqing\">@guozhiqing</a> , <a href=\"/bibeksubedi11\">@bibeksubedi11</a> , <a href=\"/raviteja909\">@raviteja909</a> Thanks so much</p>",
      "rawMarkdown": "@guozhiqing , @bibeksubedi11 , @raviteja909 Thanks so much",
      "votes": 1
    },
    {
      "id": 835980,
      "postDate": "2020-05-06T16:30:51.030Z",
      "content": "<p>Congrats</p>",
      "rawMarkdown": "Congrats",
      "votes": 1
    },
    {
      "id": 835853,
      "postDate": "2020-05-06T14:51:04.977Z",
      "content": "<p>Congrats! Keep going.👍 </p>",
      "rawMarkdown": "Congrats! Keep going.👍 ",
      "votes": 1
    },
    {
      "id": 835338,
      "postDate": "2020-05-06T07:59:51.357Z",
      "content": "<p>Congratulations~ It's my first time to comment on kaggle</p>",
      "rawMarkdown": "Congratulations~ It's my first time to comment on kaggle",
      "votes": 1,
      "replies": [
        {
          "id": 836094,
          "postDate": "2020-05-06T17:54:59.930Z",
          "content": "<p>Thank you so much, I really appreciate it.</p>",
          "rawMarkdown": "Thank you so much, I really appreciate it.",
          "votes": 1
        }
      ]
    },
    {
      "id": 835190,
      "postDate": "2020-05-06T05:33:16.957Z",
      "content": "<p>Congratulations !!!</p>",
      "rawMarkdown": "Congratulations !!!",
      "votes": 1,
      "replies": [
        {
          "id": 835213,
          "postDate": "2020-05-06T05:47:09.667Z",
          "content": "<p>Thanks</p>",
          "rawMarkdown": "Thanks",
          "votes": 1
        }
      ]
    },
    {
      "id": 835000,
      "postDate": "2020-05-06T01:13:54.857Z",
      "content": "<p>Congratulations! A starter here, but dreaming to reach your height in next couple of years.</p>",
      "rawMarkdown": "Congratulations! A starter here, but dreaming to reach your height in next couple of years.",
      "votes": 1,
      "replies": [
        {
          "id": 835018,
          "postDate": "2020-05-06T01:47:24.140Z",
          "content": "<p>Thanks, you are in a good shape if keep going: I published my first kernel less than two years ago.</p>",
          "rawMarkdown": "Thanks, you are in a good shape if keep going: I published my first kernel less than two years ago.",
          "votes": 1
        }
      ]
    },
    {
      "id": 834734,
      "postDate": "2020-05-05T18:27:42.417Z",
      "content": "<p><a href=\"/codecirrus\">@codecirrus</a> , <a href=\"/nishant2703\">@nishant2703</a> , <a href=\"/uthamkanth\">@uthamkanth</a> , <a href=\"/subhashinimariappan\">@subhashinimariappan</a> \nThank you so much.</p>",
      "rawMarkdown": "@codecirrus , @nishant2703 , @uthamkanth , @subhashinimariappan \nThank you so much.",
      "votes": 1
    },
    {
      "id": 834646,
      "postDate": "2020-05-05T17:15:09.647Z",
      "content": "<p>Congrats great work</p>",
      "rawMarkdown": "Congrats great work",
      "votes": 1
    },
    {
      "id": 834427,
      "postDate": "2020-05-05T14:35:22.677Z",
      "content": "<p>Congratulations , Your kernels are amazing!</p>",
      "rawMarkdown": "Congratulations , Your kernels are amazing!\n",
      "votes": 1
    },
    {
      "id": 834056,
      "postDate": "2020-05-05T09:05:23.483Z",
      "content": "<p>I just started... in covid 19 situation... if earth retain, you all me know me oneday...</p>",
      "rawMarkdown": "I just started... in covid 19 situation... if earth retain, you all me know me oneday...",
      "votes": 1
    },
    {
      "id": 833562,
      "postDate": "2020-05-04T22:25:21.023Z",
      "content": "<p>Congratulations!  Excellent Job.  Was there any aspect of this project that was particularly challenging?</p>",
      "rawMarkdown": "Congratulations!  Excellent Job.  Was there any aspect of this project that was particularly challenging?",
      "votes": 1,
      "replies": [
        {
          "id": 833656,
          "postDate": "2020-05-05T01:31:40.883Z",
          "content": "<p>Thank you so much. I'd say free time, which is left from working on my main projects. Other aspects, probably, are less challenging if one is really interested in doing particular things. Different background or lack of specific skills would not be an issue if one keeps going.</p>",
          "rawMarkdown": "Thank you so much. I'd say free time, which is left from working on my main projects. Other aspects, probably, are less challenging if one is really interested in doing particular things. Different background or lack of specific skills would not be an issue if one keeps going.",
          "votes": 1
        }
      ]
    },
    {
      "id": 833497,
      "postDate": "2020-05-04T21:11:14.623Z",
      "content": "<p>Soon  \"Discussion Grandmaster\" -  6 Gold Medals left.... :)\nThanks for the diversity in your notebooks</p>",
      "rawMarkdown": "Soon  \"Discussion Grandmaster\" -  6 Gold Medals left.... :)\nThanks for the diversity in your notebooks\n",
      "votes": 1,
      "replies": [
        {
          "id": 833522,
          "postDate": "2020-05-04T21:26:43.727Z",
          "content": "<p>Thanks so much, for me it is still quite a long way to get anything related to discussions( it requires 50g medals...</p>",
          "rawMarkdown": "Thanks so much, for me it is still quite a long way to get anything related to discussions( it requires 50g medals...",
          "votes": 1
        },
        {
          "id": 833524,
          "postDate": "2020-05-04T21:32:51.923Z",
          "content": "<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F3302988%2F8503a076d352912a816233ecbf737860%2Funnamed.jpg?generation=1588627969924818&amp;alt=media\" alt=\"\"></p>",
          "rawMarkdown": "![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F3302988%2F8503a076d352912a816233ecbf737860%2Funnamed.jpg?generation=1588627969924818&amp;alt=media)\n",
          "votes": 2
        }
      ]
    },
    {
      "id": 833479,
      "postDate": "2020-05-04T20:57:52.140Z",
      "content": "<p>Congratulations!!!</p>",
      "rawMarkdown": "Congratulations!!!",
      "votes": 1,
      "replies": [
        {
          "id": 833519,
          "postDate": "2020-05-04T21:23:19.440Z",
          "content": "<p>Thanks</p>",
          "rawMarkdown": "Thanks"
        }
      ]
    },
    {
      "id": 833289,
      "postDate": "2020-05-04T17:55:25.417Z",
      "content": "<p>Congratulations <a href=\"/iafoss\">@iafoss</a>! All the best. Upwards and Onwards.</p>",
      "rawMarkdown": "Congratulations @iafoss! All the best. Upwards and Onwards.",
      "votes": 1,
      "replies": [
        {
          "id": 833518,
          "postDate": "2020-05-04T21:23:02.497Z",
          "content": "<p>Thank you so much.</p>",
          "rawMarkdown": "Thank you so much."
        }
      ]
    },
    {
      "id": 833276,
      "postDate": "2020-05-04T17:44:14.460Z",
      "content": "<p>Congrats! Your PANDA notebooks are great!</p>",
      "rawMarkdown": "Congrats! Your PANDA notebooks are great!",
      "votes": 1,
      "replies": [
        {
          "id": 833513,
          "postDate": "2020-05-04T21:19:04.827Z",
          "content": "<p>Thanks so much, this approach, indeed, works quite well in this competition so far.</p>",
          "rawMarkdown": "Thanks so much, this approach, indeed, works quite well in this competition so far.",
          "votes": 1
        }
      ]
    },
    {
      "id": 833246,
      "postDate": "2020-05-04T17:28:23.513Z",
      "content": "<p>Congrats <a href=\"/iafoss\">@iafoss</a> </p>",
      "rawMarkdown": "Congrats @iafoss ",
      "votes": 1,
      "replies": [
        {
          "id": 833511,
          "postDate": "2020-05-04T21:18:08.290Z",
          "content": "<p>Thanks</p>",
          "rawMarkdown": "Thanks"
        }
      ]
    },
    {
      "id": 833194,
      "postDate": "2020-05-04T17:01:09.357Z",
      "content": "<p><a href=\"/kyungjin94\">@kyungjin94</a> , <a href=\"/gestsure\">@gestsure</a> , <a href=\"/subhendughosh\">@subhendughosh</a> , <a href=\"/ritikeshsawaimul\">@ritikeshsawaimul</a> , <a href=\"/reinbugnot\">@reinbugnot</a> , <a href=\"/moradnejad\">@moradnejad</a> , thank you so much, I'm glad that you found my kernels to be helpful.</p>",
      "rawMarkdown": "@kyungjin94 , @gestsure , @subhendughosh , @ritikeshsawaimul , @reinbugnot , @moradnejad , thank you so much, I'm glad that you found my kernels to be helpful.",
      "votes": 1
    },
    {
      "id": 832538,
      "postDate": "2020-05-04T08:13:50.887Z",
      "content": "<p>Congratulations <a href=\"/iafoss\">@iafoss</a> !</p>",
      "rawMarkdown": "Congratulations @iafoss !",
      "votes": 1
    },
    {
      "id": 831103,
      "postDate": "2020-05-03T06:03:29.497Z",
      "content": "<p>Congratulations <a href=\"/iafoss\">@iafoss</a>. Your kernels are amazing. You also did some immense work in Graphemes Challenge which helped me a lot. Keep up the good work👌 </p>",
      "rawMarkdown": "Congratulations @iafoss. Your kernels are amazing. You also did some immense work in Graphemes Challenge which helped me a lot. Keep up the good work👌 ",
      "votes": 1,
      "replies": [
        {
          "id": 831876,
          "postDate": "2020-05-03T16:49:06.420Z",
          "content": "<p>Thanks so much, I'm glad that it was helpful.</p>",
          "rawMarkdown": "Thanks so much, I'm glad that it was helpful.",
          "votes": 1
        }
      ]
    },
    {
      "id": 843080,
      "postDate": "2020-05-11T20:12:10.623Z",
      "content": "<p>I thought the Lafoss's tile idea was interesting. And it's even more awesome that he shared this with us during the competition. Congratulations !!!!!</p>",
      "rawMarkdown": "I thought the Lafoss's tile idea was interesting. And it's even more awesome that he shared this with us during the competition. Congratulations !!!!!",
      "votes": 2,
      "replies": [
        {
          "id": 843515,
          "postDate": "2020-05-12T04:54:51.313Z",
          "content": "<p>Thank you so much. I think everyone got happy: participants because this idea works quite well in the competition, organizers because ppl got quite high score, and me because I made the last step to GM rank.</p>",
          "rawMarkdown": "Thank you so much. I think everyone got happy: participants because this idea works quite well in the competition, organizers because ppl got quite high score, and me because I made the last step to GM rank.",
          "votes": 2
        }
      ]
    },
    {
      "id": 840580,
      "postDate": "2020-05-10T06:50:45.133Z",
      "content": "<p>Congrats! Thank you for your amazing kernels  <a href=\"/iafoss\">@iafoss</a> !</p>",
      "rawMarkdown": "Congrats! Thank you for your amazing kernels  @iafoss !",
      "votes": 2,
      "replies": [
        {
          "id": 841145,
          "postDate": "2020-05-10T16:27:32.527Z",
          "content": "<p>Thank you so much.</p>",
          "rawMarkdown": "Thank you so much."
        }
      ]
    },
    {
      "id": 838245,
      "postDate": "2020-05-08T12:11:01.173Z",
      "content": "<p>Congrats!</p>",
      "rawMarkdown": "Congrats!",
      "votes": 2
    },
    {
      "id": 835840,
      "postDate": "2020-05-06T14:45:36.817Z",
      "content": "<p>Congrats!👍 </p>",
      "rawMarkdown": "Congrats!👍 ",
      "votes": 2
    },
    {
      "id": 832800,
      "postDate": "2020-05-04T12:46:59.527Z",
      "content": "<p>Congratulations!</p>",
      "rawMarkdown": "Congratulations!",
      "votes": 2
    },
    {
      "id": 832628,
      "postDate": "2020-05-04T09:56:34.030Z",
      "content": "<p>Congratulations</p>",
      "rawMarkdown": "Congratulations",
      "votes": 2
    },
    {
      "id": 832571,
      "postDate": "2020-05-04T08:47:07.877Z",
      "content": "<p>Congratulations <a href=\"/iafoss\">@iafoss</a> . You are an inspiration.</p>",
      "rawMarkdown": "Congratulations @iafoss . You are an inspiration.",
      "votes": 2
    },
    {
      "id": 832553,
      "postDate": "2020-05-04T08:29:55.600Z",
      "content": "<p>Congratulations <a href=\"/iafoss\">@iafoss</a>, always helpful.</p>",
      "rawMarkdown": "Congratulations @iafoss, always helpful.",
      "votes": 2
    },
    {
      "id": 832039,
      "postDate": "2020-05-03T19:03:34.477Z",
      "content": "<p>Congratulations <a href=\"/iafoss\">@iafoss</a>, well deserved  with such neat and very helpful kernels !</p>",
      "rawMarkdown": "Congratulations @iafoss, well deserved  with such neat and very helpful kernels !",
      "votes": 2,
      "replies": [
        {
          "id": 832048,
          "postDate": "2020-05-03T19:17:52.933Z",
          "content": "<p>Thanks so much</p>",
          "rawMarkdown": "Thanks so much",
          "votes": 1
        }
      ]
    },
    {
      "id": 831151,
      "postDate": "2020-05-03T07:29:09.103Z",
      "content": "<p>Congratulations <a href=\"/iafoss\">@iafoss</a> .You deserve to be a grandmaster ! </p>",
      "rawMarkdown": "Congratulations @iafoss .You deserve to be a grandmaster ! ",
      "votes": 2,
      "replies": [
        {
          "id": 831870,
          "postDate": "2020-05-03T16:46:24.533Z",
          "content": "<p>Thanks</p>",
          "rawMarkdown": "Thanks",
          "votes": 1
        }
      ]
    },
    {
      "id": 830968,
      "postDate": "2020-05-03T02:37:42.207Z",
      "content": "<p>Congratulations <a href=\"/iafoss\">@iafoss</a>, always helpful.</p>",
      "rawMarkdown": "Congratulations @iafoss, always helpful.",
      "votes": 2,
      "replies": [
        {
          "id": 831003,
          "postDate": "2020-05-03T03:14:29.443Z",
          "content": "<p>Thanks so much</p>",
          "rawMarkdown": "Thanks so much",
          "votes": 1
        }
      ]
    },
    {
      "id": 830923,
      "postDate": "2020-05-03T01:37:53.847Z",
      "content": "<p>Your kernels are amazing! congratulations</p>",
      "rawMarkdown": "Your kernels are amazing! congratulations",
      "votes": 2,
      "replies": [
        {
          "id": 831005,
          "postDate": "2020-05-03T03:20:35.967Z",
          "content": "<p>Thanks, I try to find some interesting ideas to share when publish them, but sometimes they may not work really well unfortunately, like in Severstal or Whale competitions( \nI'm glad that one I have for this competition works quite well.</p>",
          "rawMarkdown": "Thanks, I try to find some interesting ideas to share when publish them, but sometimes they may not work really well unfortunately, like in Severstal or Whale competitions( \nI'm glad that one I have for this competition works quite well.",
          "votes": 1
        }
      ]
    },
    {
      "id": 830725,
      "postDate": "2020-05-02T20:29:58.667Z",
      "content": "<p>Thank you so much, I'm glad that you like my kernels.</p>",
      "rawMarkdown": "Thank you so much, I'm glad that you like my kernels.",
      "votes": 2,
      "replies": [
        {
          "id": 830736,
          "postDate": "2020-05-02T20:43:27.560Z",
          "content": "<p>a piece of art 💜 </p>",
          "rawMarkdown": "a piece of art 💜 ",
          "votes": 1
        }
      ]
    },
    {
      "id": 830694,
      "postDate": "2020-05-02T19:41:57.003Z",
      "content": "<p>Congratulations <a href=\"/iafoss\">@iafoss</a>, well deserved!</p>",
      "rawMarkdown": "Congratulations @iafoss, well deserved!",
      "votes": 2,
      "replies": [
        {
          "id": 830726,
          "postDate": "2020-05-02T20:30:21.743Z",
          "content": "<p>Thanks</p>",
          "rawMarkdown": "Thanks",
          "votes": 1
        }
      ]
    },
    {
      "id": 840662,
      "postDate": "2020-05-10T08:51:48.333Z",
      "content": "<p>Congrats, Grandmaster lafoss! </p>",
      "rawMarkdown": "Congrats, Grandmaster lafoss! ",
      "replies": [
        {
          "id": 841146,
          "postDate": "2020-05-10T16:27:53.700Z",
          "content": "<p>Thank you.</p>",
          "rawMarkdown": "Thank you."
        }
      ]
    },
    {
      "id": 841732,
      "postDate": "2020-05-11T01:49:54.513Z",
      "content": "<p><a href=\"/davidweddell\">@davidweddell</a> , <a href=\"/merrygo\">@merrygo</a> , <a href=\"/zpraj09\">@zpraj09</a> Thank you so much.</p>",
      "rawMarkdown": "@davidweddell , @merrygo , @zpraj09 Thank you so much."
    },
    {
      "id": 838651,
      "postDate": "2020-05-08T17:41:18.797Z",
      "content": "<p><a href=\"/yashmirge\">@yashmirge</a> , <a href=\"/jeelgondaliya\">@jeelgondaliya</a> , <a href=\"/darshit7\">@darshit7</a> , <a href=\"/ayushkr314\">@ayushkr314</a> , <a href=\"/kanametov\">@kanametov</a> , <a href=\"/subashsenthilkumar\">@subashsenthilkumar</a> , Thank you so much, I really appreciate it.</p>",
      "rawMarkdown": "@yashmirge , @jeelgondaliya , @darshit7 , @ayushkr314 , @kanametov , @subashsenthilkumar , Thank you so much, I really appreciate it."
    },
    {
      "id": 837313,
      "postDate": "2020-05-07T17:23:37.097Z",
      "content": "<p><a href=\"/paulorestaino\">@paulorestaino</a> , <a href=\"/rahesh95\">@rahesh95</a> , <a href=\"/tanmoysarkarbirnagar\">@tanmoysarkarbirnagar</a> Thanks so much.</p>",
      "rawMarkdown": "@paulorestaino , @rahesh95 , @tanmoysarkarbirnagar Thanks so much."
    },
    {
      "id": 833677,
      "postDate": "2020-05-05T01:53:22.250Z",
      "content": "<p>Congratulations! <a href=\"/iafoss\">@iafoss</a>.</p>",
      "rawMarkdown": "Congratulations! @iafoss.",
      "replies": [
        {
          "id": 833679,
          "postDate": "2020-05-05T01:59:25.593Z",
          "content": "<p>Thanks.</p>",
          "rawMarkdown": "Thanks."
        }
      ]
    },
    {
      "id": 832987,
      "postDate": "2020-05-04T14:36:51.087Z",
      "content": "<p>Congratulations <a href=\"/iafoss\">@iafoss</a>, very active year! well deserved!</p>",
      "rawMarkdown": "Congratulations @iafoss, very active year! well deserved!"
    },
    {
      "id": 894356,
      "postDate": "2020-06-20T11:15:20.667Z",
      "content": "<p>Congrats!! <a href=\"/iafoss\">@iafoss</a>  Exciting news!</p>",
      "rawMarkdown": "Congrats!! @iafoss  Exciting news!",
      "votes": 1,
      "isDeleted": true,
      "replies": [
        {
          "id": 894879,
          "postDate": "2020-06-20T21:11:36.583Z",
          "content": "<p>Thank you so much.</p>",
          "rawMarkdown": "Thank you so much.",
          "votes": 1
        }
      ]
    },
    {
      "id": 839986,
      "postDate": "2020-05-09T17:34:47.350Z",
      "rawMarkdown": "",
      "votes": 1,
      "isDeleted": true,
      "replies": [
        {
          "id": 839994,
          "postDate": "2020-05-09T17:38:34.537Z",
          "content": "<p>Thank you</p>",
          "rawMarkdown": "Thank you"
        }
      ]
    },
    {
      "id": 834851,
      "postDate": "2020-05-05T20:21:09.377Z",
      "rawMarkdown": "",
      "votes": 1,
      "isDeleted": true,
      "replies": [
        {
          "id": 834894,
          "postDate": "2020-05-05T21:39:30.287Z",
          "content": "<p>Thanks</p>",
          "rawMarkdown": "Thanks"
        }
      ]
    },
    {
      "id": 834401,
      "postDate": "2020-05-05T14:22:44.933Z",
      "rawMarkdown": "",
      "isDeleted": true
    },
    {
      "id": 834400,
      "postDate": "2020-05-05T14:22:31.530Z",
      "rawMarkdown": "",
      "votes": 1,
      "isDeleted": true
    },
    {
      "id": 836845,
      "postDate": "2020-05-07T09:47:20.133Z",
      "content": "<p>Thanks</p>",
      "rawMarkdown": "Thanks",
      "votes": 1
    },
    {
      "id": 3441068,
      "postDate": "2026-04-13T13:06:00.810Z",
      "content": "<p>Congratulations!!!</p>",
      "rawMarkdown": "Congratulations!!!"
    }
  ],
  "comments": [
    {
      "id": 837753,
      "author_name": "Amit Hasan Shuvo",
      "author_url": "",
      "post_date": "2020-05-08T03:04:56.547000",
      "content": "<p>Congrats!</p>",
      "votes": 3,
      "replies": [
        {
          "id": 837761,
          "author_name": "Iafoss",
          "author_url": "",
          "post_date": "2020-05-08T03:12:08.843000",
          "content": "<p>Thank you</p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 833960,
      "author_name": "Divyansh Agrawal",
      "author_url": "",
      "post_date": "2020-05-05T07:32:11.030000",
      "content": "<p>Congrats <a href=\"/iafoss\">@iafoss</a> on becoming a GM. You're already rocking the other tiers as well. I hope you become 3X more GM real soon! Way to go!</p>",
      "votes": 3,
      "replies": [
        {
          "id": 834728,
          "author_name": "Iafoss",
          "author_url": "",
          "post_date": "2020-05-05T18:22:29.570000",
          "content": "<p>Thanks so much, there is always a way to go.</p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 832467,
      "author_name": "Ayush Goel",
      "author_url": "",
      "post_date": "2020-05-04T06:49:20.987000",
      "content": "<p>Congratulations <a href=\"/iafoss\">@iafoss</a> . Must be a tiring 3 year journey, making it to the pinnacle tier</p>",
      "votes": 4,
      "replies": [
        {
          "id": 832481,
          "author_name": "Iafoss",
          "author_url": "",
          "post_date": "2020-05-04T07:03:07.970000",
          "content": "<p>Thanks, it was quite long, but I also have learned quite a lot.</p>",
          "votes": 1,
          "replies": []
        }
      ]
    },
    {
      "id": 1073103,
      "author_name": "Karan Shivsharan",
      "author_url": "",
      "post_date": "2020-11-09T06:00:48.397000",
      "content": "<p>Congratulations <a href=\"https://www.kaggle.com/iafoss\" target=\"_blank\">@iafoss</a> </p>",
      "votes": 1,
      "replies": [
        {
          "id": 1074803,
          "author_name": "Iafoss",
          "author_url": "",
          "post_date": "2020-11-11T04:48:14.573000",
          "content": "<p>Thank you <a href=\"https://www.kaggle.com/karanshivsharan\" target=\"_blank\">@karanshivsharan</a></p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 963483,
      "author_name": "Shaitender Singh",
      "author_url": "",
      "post_date": "2020-08-09T04:18:17.870000",
      "content": "<p>Congratulations <a href=\"https://www.kaggle.com/iafoss\" target=\"_blank\">@iafoss</a> ,well deserved!</p>",
      "votes": 1,
      "replies": [
        {
          "id": 1074805,
          "author_name": "Iafoss",
          "author_url": "",
          "post_date": "2020-11-11T04:50:24.570000",
          "content": "<p>Thanks <a href=\"https://www.kaggle.com/shaitender\" target=\"_blank\">@shaitender</a></p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 894517,
      "author_name": "Satya Muralidhar",
      "author_url": "",
      "post_date": "2020-06-20T13:45:00.343000",
      "content": "<p>Congratulations <a href=\"/iafoss\">@iafoss</a> </p>",
      "votes": 1,
      "replies": [
        {
          "id": 894881,
          "author_name": "Iafoss",
          "author_url": "",
          "post_date": "2020-06-20T21:12:30.497000",
          "content": "<p>Thanks</p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 848915,
      "author_name": "Uma G",
      "author_url": "",
      "post_date": "2020-05-15T10:52:41.380000",
      "content": "<p>Congratulations!!🙌 </p>",
      "votes": 1,
      "replies": [
        {
          "id": 849231,
          "author_name": "Iafoss",
          "author_url": "",
          "post_date": "2020-05-15T15:37:09.203000",
          "content": "<p>Thanks</p>",
          "votes": 1,
          "replies": []
        }
      ]
    },
    {
      "id": 848793,
      "author_name": "Karan",
      "author_url": "",
      "post_date": "2020-05-15T08:25:49.837000",
      "content": "<p>Kudos <a href=\"/iafoss\">@iafoss</a> . Hope to learn more from you.</p>",
      "votes": 1,
      "replies": [
        {
          "id": 849243,
          "author_name": "Iafoss",
          "author_url": "",
          "post_date": "2020-05-15T15:43:03.390000",
          "content": "<p>Thank you so much, I hope to publish something too in the following competitions.</p>",
          "votes": 1,
          "replies": []
        }
      ]
    },
    {
      "id": 843726,
      "author_name": "Shabab Noor Islam",
      "author_url": "",
      "post_date": "2020-05-12T08:14:23.287000",
      "content": "<p>Congratulations!!!</p>",
      "votes": 1,
      "replies": [
        {
          "id": 844422,
          "author_name": "Iafoss",
          "author_url": "",
          "post_date": "2020-05-12T15:41:22.410000",
          "content": "<p>Thanks</p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 843422,
      "author_name": "NikhilDandotkar",
      "author_url": "",
      "post_date": "2020-05-12T03:35:56.500000",
      "content": "<p>Congratulations!!!</p>",
      "votes": 1,
      "replies": [
        {
          "id": 843516,
          "author_name": "Iafoss",
          "author_url": "",
          "post_date": "2020-05-12T04:55:03.010000",
          "content": "<p>Thank you</p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 842846,
      "author_name": "Rajeev",
      "author_url": "",
      "post_date": "2020-05-11T16:55:23.267000",
      "content": "<p>Congratulations!</p>",
      "votes": 1,
      "replies": [
        {
          "id": 843500,
          "author_name": "Iafoss",
          "author_url": "",
          "post_date": "2020-05-12T04:39:38.957000",
          "content": "<p>Thanks</p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 841677,
      "author_name": "David Weddell",
      "author_url": "",
      "post_date": "2020-05-11T00:26:42.387000",
      "content": "<p>Congrats!</p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 841657,
      "author_name": "Janakiraman",
      "author_url": "",
      "post_date": "2020-05-10T23:38:14.027000",
      "content": "<p>Congratulations!!!</p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 841571,
      "author_name": "Zahid Parvez",
      "author_url": "",
      "post_date": "2020-05-10T21:29:51.093000",
      "content": "<p>Many Congratulations for Grandmaster lafoss </p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 840509,
      "author_name": "Konstantin Sadvariy",
      "author_url": "",
      "post_date": "2020-05-10T05:03:24.080000",
      "content": "<p>Congratulations!</p>",
      "votes": 1,
      "replies": [
        {
          "id": 841143,
          "author_name": "Iafoss",
          "author_url": "",
          "post_date": "2020-05-10T16:27:10.077000",
          "content": "<p>Thanks</p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 840369,
      "author_name": "benabbou fethi zouhir",
      "author_url": "",
      "post_date": "2020-05-10T00:48:18.717000",
      "content": "<p>congrats</p>",
      "votes": 1,
      "replies": [
        {
          "id": 840410,
          "author_name": "Iafoss",
          "author_url": "",
          "post_date": "2020-05-10T02:04:03.820000",
          "content": "<p>Thanks</p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 839783,
      "author_name": "Abhishek Shree",
      "author_url": "",
      "post_date": "2020-05-09T15:34:52.983000",
      "content": "<p>Congratulations <a href=\"/iafoss\">@iafoss</a> </p>",
      "votes": 1,
      "replies": [
        {
          "id": 839909,
          "author_name": "Iafoss",
          "author_url": "",
          "post_date": "2020-05-09T16:41:44.407000",
          "content": "<p>Thanks</p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 839630,
      "author_name": "Ashwani Rathee",
      "author_url": "",
      "post_date": "2020-05-09T14:11:58.803000",
      "content": "<p>Congratulations <a href=\"/iafoss\">@iafoss</a> for becoming notebooks Grand-Master!!share some tips on this occasion for getting ahead of just being a contributor :) It's a struggle,lol.</p>",
      "votes": 1,
      "replies": [
        {
          "id": 839907,
          "author_name": "Iafoss",
          "author_url": "",
          "post_date": "2020-05-09T16:40:31.950000",
          "content": "<p>Thanks so much. I think the main thing is that u need to like that u are going. There should be something that makes your work special, at least for you. I participated in a number of competitions without publishing any kernels because I didn't have good enough things to share. Also, do not publish anything game changing close to the end of the competition. </p>",
          "votes": 2,
          "replies": []
        },
        {
          "id": 840424,
          "author_name": "Ashwani Rathee",
          "author_url": "",
          "post_date": "2020-05-10T02:35:53.437000",
          "content": "<p>I''ll keep these things in mind.Thank you, <a href=\"/iafoss\">@iafoss</a> </p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 838591,
      "author_name": "Subash Senthil Kumar",
      "author_url": "",
      "post_date": "2020-05-08T16:55:32.970000",
      "content": "<p>congrats</p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 838471,
      "author_name": "Azamat Kanametov",
      "author_url": "",
      "post_date": "2020-05-08T15:41:13.543000",
      "content": "<p>Congratulations!!!</p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 838373,
      "author_name": "Ayush Kumar",
      "author_url": "",
      "post_date": "2020-05-08T14:14:42.347000",
      "content": "<p>Congratulations Sir.</p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 838317,
      "author_name": "Darshit Patoliya",
      "author_url": "",
      "post_date": "2020-05-08T13:27:57.997000",
      "content": "<p>Congratulations!! <a href=\"/iafoss\">@iafoss</a> </p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 838058,
      "author_name": "Yash Mirge",
      "author_url": "",
      "post_date": "2020-05-08T08:59:43.747000",
      "content": "<p>Congrats !!</p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 837971,
      "author_name": "Benjamin Dubreu",
      "author_url": "",
      "post_date": "2020-05-08T07:40:04.510000",
      "content": "<p>I believe it is the first time I compete with you, but if all your kernels were of the quality of your tile approach your grandmaster title is well deserved indeed ! </p>",
      "votes": 1,
      "replies": [
        {
          "id": 838639,
          "author_name": "Iafoss",
          "author_url": "",
          "post_date": "2020-05-08T17:33:29.637000",
          "content": "<p>Thanks so much. Of cause the quality of the kernels got improved over the time, and I have learned a lot. It cannot be perfect from the beginning, and some ideas may also not work as well as one in this competition.</p>",
          "votes": 1,
          "replies": []
        },
        {
          "id": 838657,
          "author_name": "Benjamin Dubreu",
          "author_url": "",
          "post_date": "2020-05-08T17:42:58.043000",
          "content": "<p>well apart from the ideas, the implementation itself is quite impressive. I've taken a <em>lot</em> of time to study the tiling system and I'm still unsure what happens with the \"img.transpose(0,2,1,3,4).reshape(-1,sz,sz,3)\" ^^</p>",
          "votes": 1,
          "replies": []
        },
        {
          "id": 838907,
          "author_name": "Iafoss",
          "author_url": "",
          "post_date": "2020-05-08T22:01:06.220000",
          "content": "<p>Thanks. For the later one, one needs to understand how the tensors are really placed into computer memory.</p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 837779,
      "author_name": "Soo Yeon",
      "author_url": "",
      "post_date": "2020-05-08T03:29:09.240000",
      "content": "<p>Congrats!</p>",
      "votes": 1,
      "replies": [
        {
          "id": 838635,
          "author_name": "Iafoss",
          "author_url": "",
          "post_date": "2020-05-08T17:27:36.927000",
          "content": "<p>Thanks.</p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 837601,
      "author_name": "JustintLau",
      "author_url": "",
      "post_date": "2020-05-07T22:12:00.317000",
      "content": "<p>Congrats!</p>",
      "votes": 1,
      "replies": [
        {
          "id": 837732,
          "author_name": "Iafoss",
          "author_url": "",
          "post_date": "2020-05-08T02:26:06.883000",
          "content": "<p>Thanks</p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 837433,
      "author_name": "student",
      "author_url": "",
      "post_date": "2020-05-07T19:06:17.877000",
      "content": "<p>Heartiest Congratulations. Very well deserved</p>",
      "votes": 1,
      "replies": [
        {
          "id": 837536,
          "author_name": "Iafoss",
          "author_url": "",
          "post_date": "2020-05-07T21:21:34.773000",
          "content": "<p>Thank you so much, I really appreciate it.</p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 837330,
      "author_name": "__TANMAY__",
      "author_url": "",
      "post_date": "2020-05-07T17:36:25.773000",
      "content": "<p>Congratulations!!</p>",
      "votes": 1,
      "replies": [
        {
          "id": 837533,
          "author_name": "Iafoss",
          "author_url": "",
          "post_date": "2020-05-07T21:19:23.097000",
          "content": "<p>Thanks</p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 837121,
      "author_name": "paulo restaino",
      "author_url": "",
      "post_date": "2020-05-07T14:33:18.483000",
      "content": "<p>nice!</p>",
      "votes": 1,
      "replies": []
    },
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      "id": 836859,
      "author_name": "",
      "author_url": "",
      "post_date": "2020-05-07T09:58:29.950000",
      "content": "",
      "votes": 1,
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    },
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      "id": 836649,
      "author_name": "",
      "author_url": "",
      "post_date": "2020-05-07T06:01:25.310000",
      "content": "",
      "votes": 1,
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    },
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      "id": 836308,
      "author_name": "",
      "author_url": "",
      "post_date": "2020-05-06T22:03:45.233000",
      "content": "",
      "votes": 1,
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          "author_url": "",
          "post_date": "2020-05-06T22:20:43.043000",
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          "votes": 1,
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      "author_url": "",
      "post_date": "2020-05-05T01:53:22.250000",
      "content": "",
      "votes": 0,
      "replies": [
        {
          "id": 833679,
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          "author_url": "",
          "post_date": "2020-05-05T01:59:25.593000",
          "content": "",
          "votes": 0,
          "replies": []
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      "author_url": "",
      "post_date": "2020-05-04T14:36:51.087000",
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      "votes": 0,
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      "post_date": "2020-06-20T11:15:20.667000",
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      "votes": 1,
      "replies": [
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      "post_date": "2020-05-09T17:34:47.350000",
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  ],
  "raw_markdown_by_id": {
    "830470": "Congratulations @iafoss for becoming Notebooks Grand-Master 💛 😊 ",
    "837753": "Congrats!\n\n",
    "833960": "Congrats @iafoss on becoming a GM. You're already rocking the other tiers as well. I hope you become 3X more GM real soon! Way to go!",
    "832467": "Congratulations @iafoss . Must be a tiring 3 year journey, making it to the pinnacle tier",
    "1073103": "Congratulations @iafoss ",
    "963483": "Congratulations @iafoss ,well deserved!",
    "894517": "Congratulations @iafoss ",
    "848915": "Congratulations!!🙌 ",
    "848793": "Kudos @iafoss . Hope to learn more from you.",
    "843726": "Congratulations!!!",
    "843422": "Congratulations!!!",
    "842846": "Congratulations!",
    "841677": "Congrats!",
    "841657": "Congratulations!!!",
    "841571": "Many Congratulations for Grandmaster lafoss ",
    "840509": "Congratulations!",
    "840369": "congrats",
    "839783": "Congratulations @iafoss ",
    "839630": "Congratulations @iafoss for becoming notebooks Grand-Master!!share some tips on this occasion for getting ahead of just being a contributor :) It's a struggle,lol.",
    "838591": "congrats",
    "838471": "Congratulations!!!",
    "838373": "Congratulations Sir.",
    "838317": "Congratulations!! @iafoss ",
    "838058": "Congrats !!",
    "837971": "I believe it is the first time I compete with you, but if all your kernels were of the quality of your tile approach your grandmaster title is well deserved indeed ! ",
    "837779": "Congrats!",
    "837601": "Congrats!",
    "837433": "Heartiest Congratulations. Very well deserved\n",
    "837330": "Congratulations!!",
    "837121": "nice!",
    "836859": "Congratulations🎉",
    "836649": "Congratulations",
    "836308": "Congratulations! ",
    "836097": "@guozhiqing , @bibeksubedi11 , @raviteja909 Thanks so much",
    "835980": "Congrats",
    "835853": "Congrats! Keep going.👍 ",
    "835338": "Congratulations~ It's my first time to comment on kaggle",
    "835190": "Congratulations !!!",
    "835000": "Congratulations! A starter here, but dreaming to reach your height in next couple of years.",
    "834734": "@codecirrus , @nishant2703 , @uthamkanth , @subhashinimariappan \nThank you so much.",
    "834646": "Congrats great work",
    "834427": "Congratulations , Your kernels are amazing!\n",
    "834056": "I just started... in covid 19 situation... if earth retain, you all me know me oneday...",
    "833562": "Congratulations!  Excellent Job.  Was there any aspect of this project that was particularly challenging?",
    "833497": "Soon  \"Discussion Grandmaster\" -  6 Gold Medals left.... :)\nThanks for the diversity in your notebooks\n",
    "833479": "Congratulations!!!",
    "833289": "Congratulations @iafoss! All the best. Upwards and Onwards.",
    "833276": "Congrats! Your PANDA notebooks are great!",
    "833246": "Congrats @iafoss ",
    "833194": "@kyungjin94 , @gestsure , @subhendughosh , @ritikeshsawaimul , @reinbugnot , @moradnejad , thank you so much, I'm glad that you found my kernels to be helpful.",
    "832538": "Congratulations @iafoss !",
    "831103": "Congratulations @iafoss. Your kernels are amazing. You also did some immense work in Graphemes Challenge which helped me a lot. Keep up the good work👌 ",
    "843080": "I thought the Lafoss's tile idea was interesting. And it's even more awesome that he shared this with us during the competition. Congratulations !!!!!",
    "840580": "Congrats! Thank you for your amazing kernels  @iafoss !",
    "838245": "Congrats!",
    "835840": "Congrats!👍 ",
    "832800": "Congratulations!",
    "832628": "Congratulations",
    "832571": "Congratulations @iafoss . You are an inspiration.",
    "832553": "Congratulations @iafoss, always helpful.",
    "832039": "Congratulations @iafoss, well deserved  with such neat and very helpful kernels !",
    "831151": "Congratulations @iafoss .You deserve to be a grandmaster ! ",
    "830968": "Congratulations @iafoss, always helpful.",
    "830923": "Your kernels are amazing! congratulations",
    "830725": "Thank you so much, I'm glad that you like my kernels.",
    "830694": "Congratulations @iafoss, well deserved!",
    "840662": "Congrats, Grandmaster lafoss! ",
    "841732": "@davidweddell , @merrygo , @zpraj09 Thank you so much.",
    "838651": "@yashmirge , @jeelgondaliya , @darshit7 , @ayushkr314 , @kanametov , @subashsenthilkumar , Thank you so much, I really appreciate it.",
    "837313": "@paulorestaino , @rahesh95 , @tanmoysarkarbirnagar Thanks so much.",
    "833677": "Congratulations! @iafoss.",
    "832987": "Congratulations @iafoss, very active year! well deserved!",
    "894356": "Congrats!! @iafoss  Exciting news!",
    "839986": "",
    "834851": "",
    "834401": "",
    "834400": "",
    "836845": "Thanks",
    "3441068": "Congratulations!!!"
  }
}