{
  "id": 173639,
  "title": "Thank you Kagglers - 1st Place Datasets, 1st Notebooks, 1st Discussions",
  "url": "/competitions/siim-isic-melanoma-classification/discussion/173639",
  "author_name": "Chris Deotte",
  "post_date": "2020-08-10T05:39:54.543000",
  "votes": 840,
  "comment_count": 360,
  "views": 0,
  "content": "<h1>What a Surprise!</h1>\n<p>I was very excited Saturday morning when I awoke and saw that you all voted me 1st place in Datasets, 1st place in Notebooks, and 1st place in Discussions! Thank you Kagglers for your support </p>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F1723677%2F1f0e3b06254e403b7e8f04bbf9368efd%2Fttt.png?generation=1597287853568360&amp;alt=media\" alt=\"\"></p>\n<p>Data science has always been my passion. I started programming databases at age 7, and programmed a chat bot at age 10! At age 13, I wrote a 20 page paper on neural networks. I studied math in college and computational science in grad school because data science didn't exist yet.</p>\n<p>Finding Kaggle 2 years ago was a dream come true. I found a world of people who love to talk and do data science. I have enjoyed everyday collaborating with you! The past <code>730 = 365 * 2</code> days have been great!</p>\n<h1>Melanoma Comp</h1>\n<p>Melanoma comp has been fun. This comp will always be special. It was during this comp that I became quadruple grandmaster. And it was during this comp that I became first in datasets and first in discussions. Thank you</p>\n<h1>Discussions</h1>\n<p>I have tried hard to share what knowledge I could. <a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/154683\" target=\"_blank\">Last year's solution</a> was an ensemble that used images of different sizes and used both meta data and image data. Additionally i posted discussions about the test data, how to approach an image comp, and info on upsampling.</p>\n<ul>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/160147\" target=\"_blank\">CNN Input Size Explained</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/155251\" target=\"_blank\">Use Both Image Data and Tabular Data</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/168028\" target=\"_blank\">Mystery Images - RAPIDS cuML TSNE</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/171930\" target=\"_blank\">10 Potential Private Test Leaks</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/161446\" target=\"_blank\">How to Compete with GPU/TPU</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/173130\" target=\"_blank\">Upsampling Malignant Improves AUC 0.003!</a></li>\n</ul>\n<h1>Notebooks</h1>\n<p>A good validation scheme is very important in Kaggle comps. Also preprocess, data augmentation, and upsample are important. Lastly I showed a few tricks using RAPIDS cuML kNN with image embeddings.</p>\n<ul>\n<li><a href=\"https://www.kaggle.com/cdeotte/triple-stratified-kfold-with-tfrecords\" target=\"_blank\">Triple Stratified KFolds with TFRecords</a></li>\n<li><a href=\"https://www.kaggle.com/cdeotte/how-to-create-tfrecords\" target=\"_blank\">How To Create TFRecords</a></li>\n<li><a href=\"https://www.kaggle.com/cdeotte/tfrecord-experiments-upsample-and-coarse-dropout\" target=\"_blank\">TFRecords Experiments - Upsample and Coarse Dropout</a></li>\n<li><a href=\"https://www.kaggle.com/cdeotte/rapids-cuml-knn-find-duplicates\" target=\"_blank\">RAPIDS cuML kNN - Find Duplicates</a></li>\n<li><a href=\"https://www.kaggle.com/cdeotte/image-and-tabular-data-0-915\" target=\"_blank\">Image and Tabular Data - 0.915</a></li>\n</ul>\n<h1>Datasets</h1>\n<p>The data we train our models with is important. Below are the datasets that I am using for my models. I have shared everything with you.</p>\n<h3>2020 Comp Data</h3>\n<ul>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/165526\" target=\"_blank\">Triple Stratified Leak Free KFold</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/155579\" target=\"_blank\">TFRecords 768x768, 512x512, 384x384 With Meta Data</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/164092\" target=\"_blank\">PyTorch JPEGS 768, 512, 384, 256 - TensorFlow - JPEGS</a></li>\n</ul>\n<h3>2019 2018 2017 Comp Data</h3>\n<ul>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/164910\" target=\"_blank\">How To Use Last Years 2019 Comp Data (and 2018 2017)</a></li>\n</ul>\n<h3>More Malignant Data</h3>\n<ul>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/169139\" target=\"_blank\">How To Upsample Malignant - TFRecords - JPEGS</a></li>\n</ul>\n<h1>Good Luck Everyone!</h1>\n<p>We have one week left in Melanoma Comp. It's exciting and scary! I wish everyone good luck on the private leaderboard.</p>",
  "messages": [
    {
      "id": 964707,
      "postDate": "2020-08-10T05:39:54.543Z",
      "content": "<h1>What a Surprise!</h1>\n<p>I was very excited Saturday morning when I awoke and saw that you all voted me 1st place in Datasets, 1st place in Notebooks, and 1st place in Discussions! Thank you Kagglers for your support </p>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F1723677%2F1f0e3b06254e403b7e8f04bbf9368efd%2Fttt.png?generation=1597287853568360&amp;alt=media\" alt=\"\"></p>\n<p>Data science has always been my passion. I started programming databases at age 7, and programmed a chat bot at age 10! At age 13, I wrote a 20 page paper on neural networks. I studied math in college and computational science in grad school because data science didn't exist yet.</p>\n<p>Finding Kaggle 2 years ago was a dream come true. I found a world of people who love to talk and do data science. I have enjoyed everyday collaborating with you! The past <code>730 = 365 * 2</code> days have been great!</p>\n<h1>Melanoma Comp</h1>\n<p>Melanoma comp has been fun. This comp will always be special. It was during this comp that I became quadruple grandmaster. And it was during this comp that I became first in datasets and first in discussions. Thank you</p>\n<h1>Discussions</h1>\n<p>I have tried hard to share what knowledge I could. <a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/154683\" target=\"_blank\">Last year's solution</a> was an ensemble that used images of different sizes and used both meta data and image data. Additionally i posted discussions about the test data, how to approach an image comp, and info on upsampling.</p>\n<ul>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/160147\" target=\"_blank\">CNN Input Size Explained</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/155251\" target=\"_blank\">Use Both Image Data and Tabular Data</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/168028\" target=\"_blank\">Mystery Images - RAPIDS cuML TSNE</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/171930\" target=\"_blank\">10 Potential Private Test Leaks</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/161446\" target=\"_blank\">How to Compete with GPU/TPU</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/173130\" target=\"_blank\">Upsampling Malignant Improves AUC 0.003!</a></li>\n</ul>\n<h1>Notebooks</h1>\n<p>A good validation scheme is very important in Kaggle comps. Also preprocess, data augmentation, and upsample are important. Lastly I showed a few tricks using RAPIDS cuML kNN with image embeddings.</p>\n<ul>\n<li><a href=\"https://www.kaggle.com/cdeotte/triple-stratified-kfold-with-tfrecords\" target=\"_blank\">Triple Stratified KFolds with TFRecords</a></li>\n<li><a href=\"https://www.kaggle.com/cdeotte/how-to-create-tfrecords\" target=\"_blank\">How To Create TFRecords</a></li>\n<li><a href=\"https://www.kaggle.com/cdeotte/tfrecord-experiments-upsample-and-coarse-dropout\" target=\"_blank\">TFRecords Experiments - Upsample and Coarse Dropout</a></li>\n<li><a href=\"https://www.kaggle.com/cdeotte/rapids-cuml-knn-find-duplicates\" target=\"_blank\">RAPIDS cuML kNN - Find Duplicates</a></li>\n<li><a href=\"https://www.kaggle.com/cdeotte/image-and-tabular-data-0-915\" target=\"_blank\">Image and Tabular Data - 0.915</a></li>\n</ul>\n<h1>Datasets</h1>\n<p>The data we train our models with is important. Below are the datasets that I am using for my models. I have shared everything with you.</p>\n<h3>2020 Comp Data</h3>\n<ul>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/165526\" target=\"_blank\">Triple Stratified Leak Free KFold</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/155579\" target=\"_blank\">TFRecords 768x768, 512x512, 384x384 With Meta Data</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/164092\" target=\"_blank\">PyTorch JPEGS 768, 512, 384, 256 - TensorFlow - JPEGS</a></li>\n</ul>\n<h3>2019 2018 2017 Comp Data</h3>\n<ul>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/164910\" target=\"_blank\">How To Use Last Years 2019 Comp Data (and 2018 2017)</a></li>\n</ul>\n<h3>More Malignant Data</h3>\n<ul>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/169139\" target=\"_blank\">How To Upsample Malignant - TFRecords - JPEGS</a></li>\n</ul>\n<h1>Good Luck Everyone!</h1>\n<p>We have one week left in Melanoma Comp. It's exciting and scary! I wish everyone good luck on the private leaderboard.</p>",
      "rawMarkdown": "# What a Surprise!\nI was very excited Saturday morning when I awoke and saw that you all voted me 1st place in Datasets, 1st place in Notebooks, and 1st place in Discussions! Thank you Kagglers for your support \n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F1723677%2F1f0e3b06254e403b7e8f04bbf9368efd%2Fttt.png?generation=1597287853568360&alt=media)\n\nData science has always been my passion. I started programming databases at age 7, and programmed a chat bot at age 10! At age 13, I wrote a 20 page paper on neural networks. I studied math in college and computational science in grad school because data science didn't exist yet.\n\nFinding Kaggle 2 years ago was a dream come true. I found a world of people who love to talk and do data science. I have enjoyed everyday collaborating with you! The past `730 = 365 * 2` days have been great!\n\n# Melanoma Comp\nMelanoma comp has been fun. This comp will always be special. It was during this comp that I became quadruple grandmaster. And it was during this comp that I became first in datasets and first in discussions. Thank you\n\n# Discussions\nI have tried hard to share what knowledge I could. [Last year's solution][19] was an ensemble that used images of different sizes and used both meta data and image data. Additionally i posted discussions about the test data, how to approach an image comp, and info on upsampling.\n* [CNN Input Size Explained][1]\n* [Use Both Image Data and Tabular Data][2]\n* [Mystery Images - RAPIDS cuML TSNE][8]\n* [10 Potential Private Test Leaks][9]\n* [How to Compete with GPU/TPU][10]\n* [Upsampling Malignant Improves AUC 0.003!][11]\n\n# Notebooks\nA good validation scheme is very important in Kaggle comps. Also preprocess, data augmentation, and upsample are important. Lastly I showed a few tricks using RAPIDS cuML kNN with image embeddings.\n* [Triple Stratified KFolds with TFRecords][3]\n* [How To Create TFRecords][4]\n* [TFRecords Experiments - Upsample and Coarse Dropout][5]\n* [RAPIDS cuML kNN - Find Duplicates][6]\n* [Image and Tabular Data - 0.915][7]\n\n# Datasets\nThe data we train our models with is important. Below are the datasets that I am using for my models. I have shared everything with you.\n### 2020 Comp Data\n* [Triple Stratified Leak Free KFold][15]\n* [TFRecords 768x768, 512x512, 384x384 With Meta Data][12]\n* [PyTorch JPEGS 768, 512, 384, 256 - TensorFlow - JPEGS][13]\n### 2019 2018 2017 Comp Data\n* [How To Use Last Years 2019 Comp Data (and 2018 2017)][14]\n### More Malignant Data\n* [How To Upsample Malignant - TFRecords - JPEGS][16]\n\n# Good Luck Everyone!\nWe have one week left in Melanoma Comp. It's exciting and scary! I wish everyone good luck on the private leaderboard.\n\n[1]: https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/160147\n[2]: https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/155251\n[3]: https://www.kaggle.com/cdeotte/triple-stratified-kfold-with-tfrecords\n[4]: https://www.kaggle.com/cdeotte/how-to-create-tfrecords\n[5]: https://www.kaggle.com/cdeotte/tfrecord-experiments-upsample-and-coarse-dropout\n[6]: https://www.kaggle.com/cdeotte/rapids-cuml-knn-find-duplicates\n[7]: https://www.kaggle.com/cdeotte/image-and-tabular-data-0-915\n[8]: https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/168028\n[9]: https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/171930\n[10]: https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/161446\n[11]: https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/173130\n[12]: https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/155579\n[13]: https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/164092\n[14]: https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/164910\n[15]: https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/165526\n[16]: https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/169139\n[17]: https://www.kaggle.com/product-feedback/173337\n[18]: https://www.kaggle.com/product-feedback/173312\n[19]: https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/154683",
      "votes": 839
    },
    {
      "id": 2107805,
      "postDate": "2023-01-20T04:56:01.810Z",
      "content": "<p><strong>Very impressive &amp; motivating</strong>.</p>",
      "rawMarkdown": "**Very impressive & motivating**.",
      "votes": 1
    },
    {
      "id": 2088131,
      "postDate": "2023-01-06T05:10:42.197Z",
      "content": "<p>Grt, This is very impressive and inspiring.</p>",
      "rawMarkdown": "Grt, This is very impressive and inspiring.",
      "votes": 1
    },
    {
      "id": 2033509,
      "postDate": "2022-11-17T10:00:14.740Z",
      "content": "<p>Congratulations, Chris! Keep inspiring.</p>",
      "rawMarkdown": "Congratulations, Chris! Keep inspiring.",
      "votes": 1
    },
    {
      "id": 965432,
      "postDate": "2020-08-10T16:15:41.583Z",
      "content": "<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F2405813%2Fc2ca36655dfbd1f22d630b93d1a0b419%2Fkaggle_7.png?generation=1597076126036301&amp;alt=media\" alt=\"\"></p>\n\n<p>Congratulations!</p>",
      "rawMarkdown": "![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F2405813%2Fc2ca36655dfbd1f22d630b93d1a0b419%2Fkaggle_7.png?generation=1597076126036301&amp;alt=media)\n\nCongratulations!",
      "votes": 25
    },
    {
      "id": 1773171,
      "postDate": "2022-04-30T23:41:41.187Z",
      "content": "<p>This is very impressive and inspiring for me.</p>",
      "rawMarkdown": "This is very impressive and inspiring for me.",
      "votes": 3,
      "replies": [
        {
          "id": 1799414,
          "postDate": "2022-05-23T23:51:47.220Z",
          "content": "<p>Thank you    </p>",
          "rawMarkdown": "Thank you    "
        }
      ]
    },
    {
      "id": 968294,
      "postDate": "2020-08-12T20:52:31.563Z",
      "content": "<p>I remember that around two years ago, one very polite new Kaggler was commenting positively to one of my CNN kernels. Intrigued by his <code>right to the point</code> comment, I started to follow his work and  I soon discovered his carefully crafted solutions to popular competitions and datasets like Titanic or MNIST. </p>\n\n<p>His determination to improve the solutions for that classical problems was showing not only his passion for data science but also his very good learning method - start with something simple, refine it step by step and gradually get a close-to-perfection solution, while improving his skills and knowledge in the process. </p>\n\n<p>Every time when I see a new milestone reached by Chris Deotte, my initial good impression about him is confirmed. </p>\n\n<p>In time, Chris became a tremendous contributor to the community, especially in competitions, providing generously so many insights to others, with crystal-clear process displayed in Notebooks and useful explanations in comments (some of his comments provide more insight than a full online lecture on subjects like <code>feature engineering</code>, for example). </p>\n\n<p>Congratulations for this tremendous achievement, the position is well deserved!</p>",
      "rawMarkdown": "I remember that around two years ago, one very polite new Kaggler was commenting positively to one of my CNN kernels. Intrigued by his `right to the point` comment, I started to follow his work and  I soon discovered his carefully crafted solutions to popular competitions and datasets like Titanic or MNIST. \n\nHis determination to improve the solutions for that classical problems was showing not only his passion for data science but also his very good learning method - start with something simple, refine it step by step and gradually get a close-to-perfection solution, while improving his skills and knowledge in the process. \n\nEvery time when I see a new milestone reached by Chris Deotte, my initial good impression about him is confirmed. \n\nIn time, Chris became a tremendous contributor to the community, especially in competitions, providing generously so many insights to others, with crystal-clear process displayed in Notebooks and useful explanations in comments (some of his comments provide more insight than a full online lecture on subjects like `feature engineering`, for example). \n\nCongratulations for this tremendous achievement, the position is well deserved!",
      "votes": 19
    },
    {
      "id": 964749,
      "postDate": "2020-08-10T06:27:21.257Z",
      "content": "<p>Big congrats <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> - you are a role model to many here, thanks for that!</p>",
      "rawMarkdown": "Big congrats @cdeotte - you are a role model to many here, thanks for that!",
      "votes": 12,
      "replies": [
        {
          "id": 965690,
          "postDate": "2020-08-10T19:04:57.153Z",
          "content": "<p>Thank you Psi. I am repeatedly inspired by your creative top performing models.</p>",
          "rawMarkdown": "Thank you Psi. I am repeatedly inspired by your creative top performing models.",
          "votes": 1
        }
      ]
    },
    {
      "id": 1767450,
      "postDate": "2022-04-25T11:16:20.110Z",
      "content": "<p>Hi <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a>, congratulations and a big salute to you for this achievement. You are a true inspiration and one of the many kagglers who create value here and make Kaggle, a wonderful place for learning data science. Thank you for doing so. </p>",
      "rawMarkdown": "Hi @cdeotte, congratulations and a big salute to you for this achievement. You are a true inspiration and one of the many kagglers who create value here and make Kaggle, a wonderful place for learning data science. Thank you for doing so. ",
      "votes": 1
    },
    {
      "id": 965974,
      "postDate": "2020-08-11T02:55:44.050Z",
      "content": "<p>Congratulations  <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a>  sir, 😍<br>\nI've leaned a lot form your notebooks and discussion topics and still learning.  I still remember  few months ago I was very much noob at Kaggle and became depressed as I could not cope up with Kaggle. I was taking a decision to <strong>leave</strong> the Kaggle platform.😧 <br>\nBut fortunately, I saw your amazing kernel [<a href=\"https://www.kaggle.com/cdeotte/25-million-images-0-99757-mnist]\" target=\"_blank\">https://www.kaggle.com/cdeotte/25-million-images-0-99757-mnist]</a>.<br>\nFirst time I felt that there is something I know in Kaggle and the models are looking familiar with  my knowledge. As a result, I changed my decision. Now, I am a regular Kaggle user. 😊 <br>\nThank you so much sir  💚</p>",
      "rawMarkdown": "Congratulations  @cdeotte  sir, 😍\nI've leaned a lot form your notebooks and discussion topics and still learning.  I still remember  few months ago I was very much noob at Kaggle and became depressed as I could not cope up with Kaggle. I was taking a decision to **leave** the Kaggle platform.😧 \nBut fortunately, I saw your amazing kernel [https://www.kaggle.com/cdeotte/25-million-images-0-99757-mnist].\nFirst time I felt that there is something I know in Kaggle and the models are looking familiar with  my knowledge. As a result, I changed my decision. Now, I am a regular Kaggle user. 😊 \nThank you so much sir  💚",
      "votes": 9,
      "replies": [
        {
          "id": 966003,
          "postDate": "2020-08-11T03:44:26.153Z",
          "content": "<p>That's wonderful. I'm glad you stayed.</p>",
          "rawMarkdown": "That's wonderful. I'm glad you stayed.",
          "votes": 1
        }
      ]
    },
    {
      "id": 965505,
      "postDate": "2020-08-10T17:20:47.750Z",
      "content": "<p>Congratulations! It's so great to see you share your knowledge on advanced subjects and latest technologies (TPUs, UMAP, RAPIDS, etc.). It's thanks to you that so many Kagglers can attain valuable skills and apply them in roles in Data Scientist, ML engineers, etc.</p>",
      "rawMarkdown": "Congratulations! It's so great to see you share your knowledge on advanced subjects and latest technologies (TPUs, UMAP, RAPIDS, etc.). It's thanks to you that so many Kagglers can attain valuable skills and apply them in roles in Data Scientist, ML engineers, etc.",
      "votes": 9,
      "replies": [
        {
          "id": 965657,
          "postDate": "2020-08-10T18:44:42.920Z",
          "content": "<p>Thanks xhlulu. I'm a big fan of your work. I've used your notebooks in previous competitions. Congrats on winning TPU Star in Toxic Comp.</p>",
          "rawMarkdown": "Thanks xhlulu. I'm a big fan of your work. I've used your notebooks in previous competitions. Congrats on winning TPU Star in Toxic Comp.",
          "votes": 5
        }
      ]
    },
    {
      "id": 969766,
      "postDate": "2020-08-13T23:16:18.440Z",
      "content": "<p>Congratulations! I don't know if you already do, but I think you should have a YouTube channel. I am pretty sure there are tons of people who would absolutely love to learn from you.</p>",
      "rawMarkdown": "Congratulations! I don't know if you already do, but I think you should have a YouTube channel. I am pretty sure there are tons of people who would absolutely love to learn from you.",
      "votes": 10,
      "replies": [
        {
          "id": 969776,
          "postDate": "2020-08-13T23:44:38.470Z",
          "content": "<p>Thank you. I will consider it.</p>",
          "rawMarkdown": "Thank you. I will consider it.",
          "votes": 3
        },
        {
          "id": 974263,
          "postDate": "2020-08-17T20:51:49.073Z",
          "content": "<p>Or at least a book. ;)</p>",
          "rawMarkdown": "Or at least a book. ;)"
        }
      ]
    },
    {
      "id": 964983,
      "postDate": "2020-08-10T09:59:17.240Z",
      "content": "<p><strong>started programming databases at age 7</strong> \ni used to eat mud at that age :D\ncongratulations  sir\nrichly deserved\nplease make #1 for  competition tier too,  i believe you can do it  within 1 or 2 years!\nbecause i watched your CTDS.show interview\nit seems like you do not sleep well :D\nthank you for all the wisdom sir\nhope  you won't stop kaggling :)\nyou are a great teacher in kaggle :)</p>",
      "rawMarkdown": "**started programming databases at age 7** \ni used to eat mud at that age :D\ncongratulations  sir\nrichly deserved\nplease make #1 for  competition tier too,  i believe you can do it  within 1 or 2 years!\nbecause i watched your CTDS.show interview\nit seems like you do not sleep well :D\nthank you for all the wisdom sir\nhope  you won't stop kaggling :)\nyou are a great teacher in kaggle :)",
      "votes": 10,
      "replies": [
        {
          "id": 965665,
          "postDate": "2020-08-10T18:51:49.193Z",
          "content": "<p>Thanks Mobassir. You are a great teacher too. Your notebooks are excellent. You always go above and beyond and your passion shines through. In addition to great data science you give a complete explanation of the competition topic. If I want to understand a new comp, i know i can read your notebooks and get up to speed quickly.</p>",
          "rawMarkdown": "Thanks Mobassir. You are a great teacher too. Your notebooks are excellent. You always go above and beyond and your passion shines through. In addition to great data science you give a complete explanation of the competition topic. If I want to understand a new comp, i know i can read your notebooks and get up to speed quickly.",
          "votes": 6
        }
      ]
    },
    {
      "id": 1768074,
      "postDate": "2022-04-26T00:09:20.423Z",
      "content": "<p>Chris when are you starting a Youtube?</p>",
      "rawMarkdown": "Chris when are you starting a Youtube?",
      "votes": 2
    },
    {
      "id": 964904,
      "postDate": "2020-08-10T08:52:05.383Z",
      "content": "<p>Congrats on this amazing achievement!  Sorry to see Kaggle thinks you are a bot, hope they will sort it out.<br>\nYou passed me like a rocket in discussions for sure. I doubt I'll move back to top there.</p>",
      "rawMarkdown": " Congrats on this amazing achievement!  Sorry to see Kaggle thinks you are a bot, hope they will sort it out.\n\nYou passed me like a rocket in discussions for sure. I doubt I'll move back to top there.",
      "votes": 8,
      "replies": [
        {
          "id": 965670,
          "postDate": "2020-08-10T18:54:48.727Z",
          "content": "<p>Thanks CPMP</p>",
          "rawMarkdown": "Thanks CPMP",
          "votes": 1
        }
      ]
    },
    {
      "id": 964777,
      "postDate": "2020-08-10T06:50:54.840Z",
      "content": "<p>Huge congratulations Chris. The #1 spot is more than deserved!</p>\n\n<p>When do you think you'll be #1 in competitions? ;)</p>",
      "rawMarkdown": "Huge congratulations Chris. The #1 spot is more than deserved!\n\nWhen do you think you'll be #1 in competitions? ;)",
      "votes": 5
    },
    {
      "id": 964736,
      "postDate": "2020-08-10T06:10:47.467Z",
      "content": "<p>Congrats, <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> — Very sorry about the rate limiting issue. I haven’t seen this before. I’ve notified the team and hope it will be resolved as soon as they’re back online in the morning. </p>",
      "rawMarkdown": "Congrats, @cdeotte — Very sorry about the rate limiting issue. I haven’t seen this before. I’ve notified the team and hope it will be resolved as soon as they’re back online in the morning. ",
      "votes": 5
    },
    {
      "id": 964713,
      "postDate": "2020-08-10T05:45:53.587Z",
      "content": "<p>You've been helpful to all of us in every single competition you've been. Even looking through previous comps such as Microsoft Malware, I've seen your influence. And especially in Liverpool competition, your sharings and works with RAPIDS have been invaluable to most of us. So yes, I feel that we too should thank you for how much you've shared with us.</p>",
      "rawMarkdown": "You've been helpful to all of us in every single competition you've been. Even looking through previous comps such as Microsoft Malware, I've seen your influence. And especially in Liverpool competition, your sharings and works with RAPIDS have been invaluable to most of us. So yes, I feel that we too should thank you for how much you've shared with us.",
      "votes": 5,
      "replies": [
        {
          "id": 965686,
          "postDate": "2020-08-10T19:03:29.593Z",
          "content": "<p>Thanks Trigram. Your contributions in Ion Comp were very helpful.</p>",
          "rawMarkdown": "Thanks Trigram. Your contributions in Ion Comp were very helpful.",
          "votes": 2
        }
      ]
    },
    {
      "id": 976108,
      "postDate": "2020-08-18T16:33:29.107Z",
      "content": "<p>Congrats you are inspiring a lot to young data scientist</p>",
      "rawMarkdown": "Congrats you are inspiring a lot to young data scientist",
      "votes": 6,
      "replies": [
        {
          "id": 977795,
          "postDate": "2020-08-19T17:54:21.863Z",
          "content": "<p>Thank you.  </p>",
          "rawMarkdown": "Thank you.  "
        }
      ]
    },
    {
      "id": 966588,
      "postDate": "2020-08-11T14:45:42.743Z",
      "content": "<p>Each one of these first places is totally deserved: you are the most inspirational kaggler by far!\ncongrats :)</p>",
      "rawMarkdown": "Each one of these first places is totally deserved: you are the most inspirational kaggler by far!\ncongrats :)",
      "votes": 6,
      "replies": [
        {
          "id": 967091,
          "postDate": "2020-08-11T23:16:05.487Z",
          "content": "<p>Thanks Alexander</p>",
          "rawMarkdown": "Thanks Alexander"
        }
      ]
    },
    {
      "id": 964919,
      "postDate": "2020-08-10T09:08:25.650Z",
      "content": "<p>Congrats <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> . It's very well deserved. It's impressive the number of things one could learn by reading your topics. </p>\n<p>P.S : I would be surprised if kaggle had never tried to recruit you as their Principal Data Science Educator ^^</p>",
      "rawMarkdown": "Congrats @cdeotte . It's very well deserved. It's impressive the number of things one could learn by reading your topics. \n\nP.S : I would be surprised if kaggle had never tried to recruit you as their Principal Data Science Educator ^^",
      "votes": 6,
      "replies": [
        {
          "id": 965668,
          "postDate": "2020-08-10T18:54:34.053Z",
          "content": "<p>Thank you Serigne</p>",
          "rawMarkdown": "Thank you Serigne"
        }
      ]
    },
    {
      "id": 1450813,
      "postDate": "2021-08-05T07:24:11.117Z",
      "content": "<p>Congratulations <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> 🎉🎉<br>\nI too recently started using Kaggle (thanks to 30 Days of ML Challenge) and I'm in love with this community here. I wish I could also achieve something like you <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a>. I'll be following you from now on to learn more and if possible can u share your <strong>secret sauce</strong> 😁</p>\n<p>I've also started posting some <strong>Datasets and Topics</strong>, hope you all like them 😊</p>\n<p>Do <strong>UPVOTE</strong> if you like any of my contributions, it will help me contribute more to this amazing community💕<br>\n<strong>Happy Kaggling :)</strong></p>",
      "rawMarkdown": "Congratulations @cdeotte 🎉🎉\nI too recently started using Kaggle (thanks to 30 Days of ML Challenge) and I'm in love with this community here. I wish I could also achieve something like you @cdeotte. I'll be following you from now on to learn more and if possible can u share your **secret sauce** 😁\n\nI've also started posting some **Datasets and Topics**, hope you all like them 😊\n\nDo **UPVOTE** if you like any of my contributions, it will help me contribute more to this amazing community💕\n**Happy Kaggling :)**",
      "votes": 1
    },
    {
      "id": 1340784,
      "postDate": "2021-06-08T09:02:21.310Z",
      "content": "<p>Nice Words. I am new to Data Science. will keep you following to learn more.</p>",
      "rawMarkdown": "Nice Words. I am new to Data Science. will keep you following to learn more.",
      "votes": 1
    },
    {
      "id": 1325138,
      "postDate": "2021-05-27T14:21:09.180Z",
      "content": "<p>Congrats <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> !</p>",
      "rawMarkdown": "Congrats @cdeotte !",
      "votes": 1
    },
    {
      "id": 1319619,
      "postDate": "2021-05-23T11:29:50.340Z",
      "content": "<p>I recently started my journey on Kaggle🤘 and I've already love this community, today I'd found your profile and read your story, is really impressive and inspirational💯. Thanks for shared your knowledge, I'll keep improve myself on this amazing field.</p>",
      "rawMarkdown": "I recently started my journey on Kaggle🤘 and I've already love this community, today I'd found your profile and read your story, is really impressive and inspirational💯. Thanks for shared your knowledge, I'll keep improve myself on this amazing field.",
      "votes": 1,
      "replies": [
        {
          "id": 1319697,
          "postDate": "2021-05-23T12:45:34.010Z",
          "content": "<p>Awesome. Welcome to the field of data science!</p>",
          "rawMarkdown": "Awesome. Welcome to the field of data science!",
          "votes": 1
        }
      ]
    },
    {
      "id": 1290021,
      "postDate": "2021-05-01T15:02:40.317Z",
      "content": "<p>Congratulations and keep it up! <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> 👍</p>\n<p><img src=\"https://t3.ftcdn.net/jpg/02/80/01/64/360_F_280016442_I5DcWCRT7JTr5Ut86a9VvqNoOfDt854G.jpg\"></p>",
      "rawMarkdown": "Congratulations and keep it up! @cdeotte 👍\n\n\n\n<img src=\"https://t3.ftcdn.net/jpg/02/80/01/64/360_F_280016442_I5DcWCRT7JTr5Ut86a9VvqNoOfDt854G.jpg\" width=\"500px\">",
      "votes": 1,
      "replies": [
        {
          "id": 1319698,
          "postDate": "2021-05-23T12:45:55.003Z",
          "content": "<p>Thanks!        </p>",
          "rawMarkdown": "Thanks!        ",
          "votes": 1
        }
      ]
    },
    {
      "id": 1289486,
      "postDate": "2021-05-01T04:06:38.020Z",
      "content": "<p>This is really impressive and inspiring! Congratulations <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> !</p>",
      "rawMarkdown": "This is really impressive and inspiring! Congratulations @cdeotte !",
      "votes": 1
    },
    {
      "id": 1282225,
      "postDate": "2021-04-23T17:22:06.777Z",
      "content": "<p>Impressive ! Congratulations  Chris !!</p>",
      "rawMarkdown": "Impressive ! Congratulations  Chris !!",
      "votes": 1
    },
    {
      "id": 1279245,
      "postDate": "2021-04-20T18:32:32.453Z",
      "content": "<p>Well done and well earned Chris!</p>",
      "rawMarkdown": "Well done and well earned Chris!",
      "votes": 1
    },
    {
      "id": 1276109,
      "postDate": "2021-04-17T06:23:29.540Z",
      "content": "<p>Hello everyone. I joined kaggle recently and I'm a beginner in data science. I have some experience programming in C and using PostgreSQL and GNU/Linux. In 2013, I completed Andrew Ng's machine learning course in coursera, so I learned basic ML and octave. I am very interested in using ML to predict bathymetry using satellite imagery and some depth data. </p>\n<p>Congratulations Chris on your kaggle status. Your experience in data science is really admirable, and it certainly contributed to where you are now. I'm thankful for kaggle for providing the platform to at least interract with people like you. It really inspires me to explore data science more. Have a nice day!</p>",
      "rawMarkdown": "Hello everyone. I joined kaggle recently and I'm a beginner in data science. I have some experience programming in C and using PostgreSQL and GNU/Linux. In 2013, I completed Andrew Ng's machine learning course in coursera, so I learned basic ML and octave. I am very interested in using ML to predict bathymetry using satellite imagery and some depth data. \n\nCongratulations Chris on your kaggle status. Your experience in data science is really admirable, and it certainly contributed to where you are now. I'm thankful for kaggle for providing the platform to at least interract with people like you. It really inspires me to explore data science more. Have a nice day!",
      "votes": 1
    },
    {
      "id": 971613,
      "postDate": "2020-08-15T18:16:34.393Z",
      "content": "<p>Congratulations! It is incredible to be able to reach #1 in three different tiers, but it is just ridiculous to do it simultaneously 🙏</p>\n<p>Good Luck on your quest in Competitions!</p>",
      "rawMarkdown": "Congratulations! It is incredible to be able to reach #1 in three different tiers, but it is just ridiculous to do it simultaneously 🙏\n\nGood Luck on your quest in Competitions!",
      "votes": 3,
      "replies": [
        {
          "id": 971870,
          "postDate": "2020-08-16T02:55:52.387Z",
          "content": "<p>Thanks Vopani</p>",
          "rawMarkdown": "Thanks Vopani",
          "votes": 1
        }
      ]
    },
    {
      "id": 969103,
      "postDate": "2020-08-13T13:07:21.920Z",
      "content": "<p>Congrats Chris!!</p>",
      "rawMarkdown": "Congrats Chris!!",
      "votes": 3
    },
    {
      "id": 967707,
      "postDate": "2020-08-12T12:57:32.847Z",
      "content": "<p>Is there any bot here? Remind me of Giba topic in Deepfake. 😄</p>",
      "rawMarkdown": "Is there any bot here? Remind me of Giba topic in Deepfake. 😄",
      "votes": 3,
      "replies": [
        {
          "id": 968892,
          "postDate": "2020-08-13T10:19:22.370Z",
          "content": "<p>lots of bots, they just check for popular topics and post there</p>",
          "rawMarkdown": "lots of bots, they just check for popular topics and post there",
          "votes": 3
        },
        {
          "id": 968964,
          "postDate": "2020-08-13T11:26:11.240Z",
          "content": "<p>Great! Thank you.</p>",
          "rawMarkdown": "Great! Thank you.",
          "votes": 2
        }
      ]
    },
    {
      "id": 965241,
      "postDate": "2020-08-10T13:43:41.300Z",
      "content": "<p>Congratulations <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a>! Your posts make me learn more in a day than I could through books. You are a true inspiration and best the guide anyone would need. :)</p>",
      "rawMarkdown": "Congratulations @cdeotte! Your posts make me learn more in a day than I could through books. You are a true inspiration and best the guide anyone would need. :)",
      "votes": 3,
      "replies": [
        {
          "id": 965913,
          "postDate": "2020-08-11T00:53:58.653Z",
          "content": "<blockquote>\n  <p>Your posts make me learn more in a day than I could through books.</p>\n</blockquote>\n\n<p>I really think so too.</p>",
          "rawMarkdown": "&gt; Your posts make me learn more in a day than I could through books.\n\nI really think so too.",
          "votes": 1
        }
      ]
    },
    {
      "id": 965100,
      "postDate": "2020-08-10T11:37:47.630Z",
      "content": "<p>Chris, your devotion to data science and this community have been a huge blessing! Since I joined Kaggle (Microsoft Malware), I've learned a lot from your discussions and notebooks. Even just getting an upvote or a reply from you was always positive energy. </p>\n\n<p>I started the melanoma challenge because I found your notebook and I thought it amazing because I've never used TPU's before and I just wanted to learn. Your content is always so informative. </p>\n\n<p>If you think about the distribution of amazing kernels, discussions, and datasets, and you think about what being number 1 in each of these three categories means. It means that you're someone really special in a statistical way. Chances are very very slim. Thank you so much for all your contributions here on Kaggle!</p>",
      "rawMarkdown": "Chris, your devotion to data science and this community have been a huge blessing! Since I joined Kaggle (Microsoft Malware), I've learned a lot from your discussions and notebooks. Even just getting an upvote or a reply from you was always positive energy. \n\nI started the melanoma challenge because I found your notebook and I thought it amazing because I've never used TPU's before and I just wanted to learn. Your content is always so informative. \n\nIf you think about the distribution of amazing kernels, discussions, and datasets, and you think about what being number 1 in each of these three categories means. It means that you're someone really special in a statistical way. Chances are very very slim. Thank you so much for all your contributions here on Kaggle!",
      "votes": 3,
      "replies": [
        {
          "id": 965661,
          "postDate": "2020-08-10T18:48:11.180Z",
          "content": "<p>Thank you Tim</p>",
          "rawMarkdown": "Thank you Tim",
          "votes": 2
        }
      ]
    },
    {
      "id": 965029,
      "postDate": "2020-08-10T10:38:02.240Z",
      "content": "<p>Congrats <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a>. It's very well deserved! you always share and the knowledge from your kernel discussions and really helpful :D </p>",
      "rawMarkdown": "Congrats @cdeotte. It's very well deserved! you always share and the knowledge from your kernel discussions and really helpful :D ",
      "votes": 3
    },
    {
      "id": 967796,
      "postDate": "2020-08-12T14:11:32Z",
      "content": "<p>Absolutely fantastic achievement! You are an inspiration to so many of us, and your readiness and talent in sharing your work and insights has made this community much richer. Keep motivating us and pushing us to even greater heights. Many congratulations!</p>",
      "rawMarkdown": "Absolutely fantastic achievement! You are an inspiration to so many of us, and your readiness and talent in sharing your work and insights has made this community much richer. Keep motivating us and pushing us to even greater heights. Many congratulations!",
      "votes": 4,
      "replies": [
        {
          "id": 968194,
          "postDate": "2020-08-12T18:59:47.113Z",
          "content": "<p>Thanks Heads or Tails. Your beautiful EDA is an inspiration to all.</p>",
          "rawMarkdown": "Thanks Heads or Tails. Your beautiful EDA is an inspiration to all.",
          "votes": 1
        }
      ]
    },
    {
      "id": 966547,
      "postDate": "2020-08-11T14:09:22.833Z",
      "content": "<p>Congratulations <a href=\"/cdeotte\">@cdeotte</a> .  You should write a book on competitive machine learning, you could put a lot of your knowledge into that, and I think it would be first of its kind and well received.</p>",
      "rawMarkdown": "Congratulations @cdeotte .  You should write a book on competitive machine learning, you could put a lot of your knowledge into that, and I think it would be first of its kind and well received.",
      "votes": 4,
      "replies": [
        {
          "id": 967092,
          "postDate": "2020-08-11T23:16:44.533Z",
          "content": "<p>Great idea. Writing a book would be fun.</p>",
          "rawMarkdown": "Great idea. Writing a book would be fun.",
          "votes": 4
        }
      ]
    },
    {
      "id": 965185,
      "postDate": "2020-08-10T12:49:43.550Z",
      "content": "<p>Congrats <a href=\"/cdeotte\">@cdeotte</a> on a well deserved milestone achievement. </p>\n\n<p>And double congratulations for breaking the limit of discussions posting. You deserve a price for that from Kaggle because it will make them improve that aspect of their product😃 </p>",
      "rawMarkdown": "Congrats @cdeotte on a well deserved milestone achievement. \n\nAnd double congratulations for breaking the limit of discussions posting. You deserve a price for that from Kaggle because it will make them improve that aspect of their product😃 ",
      "votes": 4,
      "replies": [
        {
          "id": 965659,
          "postDate": "2020-08-10T18:46:29.630Z",
          "content": "<p>Thanks YaGana</p>",
          "rawMarkdown": "Thanks YaGana",
          "votes": 2
        },
        {
          "id": 965707,
          "postDate": "2020-08-10T19:33:26.477Z",
          "content": "<p><a href=\"/cdeotte\">@cdeotte</a>, my excitement today is twofold. </p>\n\n<ol>\n<li><p>Your achievement made it seem possible for me to get my elusive solo gold and beyond. </p></li>\n<li><p>Secondly, your breaking the discussion posting limit made me feel a kinship to the Kaggle engineers. That reminded me of pre social media (i.e. before S.M.) days when we built systems, enlist colleagues to crash test it by breaking. I had this colleague who was so good at finding the limit that made me feel great whenever he and the rest of the enlisted could not break it then we can declare victory. Of course these days we have a whole testing/QA team that does just that and then deploy a beta version for further testing.</p></li>\n</ol>",
          "rawMarkdown": "@cdeotte, my excitement today is twofold. \n\n1. Your achievement made it seem possible for me to get my elusive solo gold and beyond. \n\n2. Secondly, your breaking the discussion posting limit made me feel a kinship to the Kaggle engineers. That reminded me of pre social media (i.e. before S.M.) days when we built systems, enlist colleagues to crash test it by breaking. I had this colleague who was so good at finding the limit that made me feel great whenever he and the rest of the enlisted could not break it then we can declare victory. Of course these days we have a whole testing/QA team that does just that and then deploy a beta version for further testing.",
          "votes": 2
        }
      ]
    },
    {
      "id": 1210383,
      "postDate": "2021-02-19T11:43:16.523Z",
      "content": "<p>This is so impressive <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a>. Congrats!</p>",
      "rawMarkdown": "This is so impressive @cdeotte. Congrats!",
      "votes": 1
    },
    {
      "id": 1189194,
      "postDate": "2021-02-06T19:32:08.023Z",
      "content": "<p>Amazing <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> ! I cannot imagine the amount of effort and sacrifice it took you to get this result. True dedication in one person, keep on going and never stop and most importantly, thanks for sharing the top quality work you provide to the community. I am sure lots of Kagglers appreciate this. </p>",
      "rawMarkdown": "Amazing @cdeotte ! I cannot imagine the amount of effort and sacrifice it took you to get this result. True dedication in one person, keep on going and never stop and most importantly, thanks for sharing the top quality work you provide to the community. I am sure lots of Kagglers appreciate this. ",
      "votes": 1
    },
    {
      "id": 1164061,
      "postDate": "2021-01-22T05:49:22.140Z",
      "content": "<p>I recently started my journey on Kaggle and I've already love this community, today I'd found your profile and read your story, is really impressive and inspirational. Thanks for shared your knowledge, I'll keep improve myself on this amazing field. </p>",
      "rawMarkdown": "I recently started my journey on Kaggle and I've already love this community, today I'd found your profile and read your story, is really impressive and inspirational. Thanks for shared your knowledge, I'll keep improve myself on this amazing field. ",
      "votes": 1
    },
    {
      "id": 1106544,
      "postDate": "2020-12-08T23:00:01.460Z",
      "content": "<p>It’s a bit late but Congratulation!!!</p>",
      "rawMarkdown": "It’s a bit late but Congratulation!!!",
      "votes": 1
    },
    {
      "id": 1086465,
      "postDate": "2020-11-21T17:48:34.857Z",
      "content": "<p>Inspiring!</p>",
      "rawMarkdown": "Inspiring!",
      "votes": 1
    },
    {
      "id": 1082108,
      "postDate": "2020-11-17T15:50:01.643Z",
      "content": "<p>Congratulations <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> <br>\nThis is my inspiration and you have set a goal for me. Thanks a lot! I shall be consistent and give my best! 😃</p>",
      "rawMarkdown": "Congratulations @cdeotte \nThis is my inspiration and you have set a goal for me. Thanks a lot! I shall be consistent and give my best! 😃",
      "votes": 1
    },
    {
      "id": 1073097,
      "postDate": "2020-11-09T05:48:54.553Z",
      "content": "<p>Hello Chris,</p>\n<p>I have been trying to modify your code so I can run the model (version 5) after it has been built and loaded with the best weights using the train data instead of the test data to see what kind of results I get.  I am using your .TFR records but I keep getting an error that seems to indicate the format of the info in test files is different that the format in train files.</p>\n<p>I realize this is an old competition but I would appreciate any comments on this.</p>\n<p>tx<br>\nKickback</p>",
      "rawMarkdown": "Hello Chris,\n\nI have been trying to modify your code so I can run the model (version 5) after it has been built and loaded with the best weights using the train data instead of the test data to see what kind of results I get.  I am using your .TFR records but I keep getting an error that seems to indicate the format of the info in test files is different that the format in train files.\n\n   I realize this is an old competition but I would appreciate any comments on this.\n\ntx\nKickback",
      "votes": 1
    },
    {
      "id": 1034111,
      "postDate": "2020-10-01T14:06:57.873Z",
      "content": "<p>**Congrats <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> Sir, You inspire me the most just by your work.  **</p>",
      "rawMarkdown": "**Congrats @cdeotte Sir, You inspire me the most just by your work.  **",
      "votes": 1
    },
    {
      "id": 1034110,
      "postDate": "2020-10-01T14:06:38.097Z",
      "content": "<p>Congrats <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> Sir, You inspire me the most just by your work.  </p>",
      "rawMarkdown": "Congrats @cdeotte Sir, You inspire me the most just by your work.  ",
      "votes": 1
    },
    {
      "id": 998383,
      "postDate": "2020-09-04T17:37:53.380Z",
      "content": "<p>Congratulations and thank you for sharing your thoughts</p>",
      "rawMarkdown": "Congratulations and thank you for sharing your thoughts",
      "votes": 1
    },
    {
      "id": 996968,
      "postDate": "2020-09-03T16:56:06.570Z",
      "content": "<p>congrats <a href=\"/cdeotte\">@cdeotte</a>  for the achievement.</p>",
      "rawMarkdown": "congrats @cdeotte  for the achievement.",
      "votes": 1
    },
    {
      "id": 996874,
      "postDate": "2020-09-03T15:55:59.950Z",
      "content": "<p>Amazing. Congrats ! </p>",
      "rawMarkdown": "Amazing. Congrats ! ",
      "votes": 1
    },
    {
      "id": 996108,
      "postDate": "2020-09-03T05:24:19.183Z",
      "content": "<p>Congratulations!!! 🎉</p>",
      "rawMarkdown": "Congratulations!!! 🎉",
      "votes": 1
    },
    {
      "id": 995687,
      "postDate": "2020-09-02T17:17:46.403Z",
      "content": "<p>Great!!!  👍 </p>",
      "rawMarkdown": "Great!!!  👍 ",
      "votes": 1
    },
    {
      "id": 995465,
      "postDate": "2020-09-02T13:13:01.730Z",
      "content": "<p>I think you \"overfit\" yourself. Just kidding. :)</p>",
      "rawMarkdown": "I think you \"overfit\" yourself. Just kidding. :)",
      "votes": 1
    },
    {
      "id": 994870,
      "postDate": "2020-09-02T03:10:51.123Z",
      "content": "<p>I'm personally inspired from your work. Keep up the good work.</p>",
      "rawMarkdown": "I'm personally inspired from your work. Keep up the good work.",
      "votes": 1
    },
    {
      "id": 994493,
      "postDate": "2020-09-01T16:06:55.123Z",
      "content": "<p>Congratulations!</p>",
      "rawMarkdown": "Congratulations!",
      "votes": 1
    },
    {
      "id": 994257,
      "postDate": "2020-09-01T13:44:30.470Z",
      "content": "<p>Great job !</p>",
      "rawMarkdown": "Great job !",
      "votes": 1
    },
    {
      "id": 993006,
      "postDate": "2020-08-31T15:26:17.360Z",
      "content": "<p>Congratulations!! You're such an inspiring figure!</p>",
      "rawMarkdown": "Congratulations!! You're such an inspiring figure!",
      "votes": 1
    },
    {
      "id": 992787,
      "postDate": "2020-08-31T12:50:26.963Z",
      "content": "<p>probably you are n for the time being, one of the best datascientists in the world 👍 </p>",
      "rawMarkdown": "probably you are n for the time being, one of the best datascientists in the world 👍 ",
      "votes": 1,
      "replies": [
        {
          "id": 994724,
          "postDate": "2020-09-01T21:17:33.547Z",
          "content": "<p>Thank you Paul</p>",
          "rawMarkdown": "Thank you Paul"
        }
      ]
    },
    {
      "id": 991887,
      "postDate": "2020-08-30T18:00:01.207Z",
      "content": "<p>This is great!</p>",
      "rawMarkdown": "This is great!",
      "votes": 1
    },
    {
      "id": 991082,
      "postDate": "2020-08-30T06:11:17.897Z",
      "content": "<p>Congratulations !</p>",
      "rawMarkdown": "Congratulations !",
      "votes": 1
    },
    {
      "id": 990207,
      "postDate": "2020-08-29T12:39:11.117Z",
      "content": "<p>Congratulations! Very inspiring.</p>",
      "rawMarkdown": "Congratulations! Very inspiring.",
      "votes": 1
    },
    {
      "id": 988517,
      "postDate": "2020-08-28T05:14:45.513Z",
      "content": "<p>Congratulations!! </p>",
      "rawMarkdown": "Congratulations!! ",
      "votes": 1
    },
    {
      "id": 988440,
      "postDate": "2020-08-28T03:53:13.033Z",
      "content": "<p>Congratulations ….i started last month and learned alot from your notebooks…<br>\ncan you please tell how do you get gold/silver Notebook &amp; discussion in beginning?</p>",
      "rawMarkdown": "Congratulations ....i started last month and learned alot from your notebooks...\ncan you please tell how do you get gold/silver Notebook & discussion in beginning?",
      "votes": 1
    },
    {
      "id": 988220,
      "postDate": "2020-08-27T22:12:12.713Z",
      "content": "<p>Congratulations! Thanks for sharing, I will be studying your notebooks.</p>",
      "rawMarkdown": "Congratulations! Thanks for sharing, I will be studying your notebooks.",
      "votes": 1
    },
    {
      "id": 987817,
      "postDate": "2020-08-27T14:41:58.683Z",
      "content": "<p>Congrats!!!</p>",
      "rawMarkdown": "Congrats!!!",
      "votes": 1
    },
    {
      "id": 986885,
      "postDate": "2020-08-26T21:17:20.207Z",
      "content": "<p>Congratulations! I am just getting started on my Kaggle journey and have been learning a lot from your wonderful notebooks.</p>",
      "rawMarkdown": "Congratulations! I am just getting started on my Kaggle journey and have been learning a lot from your wonderful notebooks.",
      "votes": 1
    },
    {
      "id": 986884,
      "postDate": "2020-08-26T21:17:19.603Z",
      "content": "<p>Congratulations! I am just getting started on my Kaggle journey and have been learning a lot from your wonderful notebooks.</p>",
      "rawMarkdown": "Congratulations! I am just getting started on my Kaggle journey and have been learning a lot from your wonderful notebooks.",
      "votes": 1
    },
    {
      "id": 986690,
      "postDate": "2020-08-26T17:33:44.337Z",
      "content": "<p>Congratulations!</p>",
      "rawMarkdown": "Congratulations!",
      "votes": 1
    },
    {
      "id": 986358,
      "postDate": "2020-08-26T12:13:17.957Z",
      "content": "<p>Congrats</p>",
      "rawMarkdown": "Congrats",
      "votes": 1
    },
    {
      "id": 985878,
      "postDate": "2020-08-26T04:41:00.633Z",
      "content": "<p>Congratulation Mate. You are my role model and inspired me.<br>\nWell done.</p>",
      "rawMarkdown": "Congratulation Mate. You are my role model and inspired me.\nWell done.",
      "votes": 1
    },
    {
      "id": 985473,
      "postDate": "2020-08-25T18:43:33.490Z",
      "content": "<p>Congratulations, what an inspiration! :)</p>",
      "rawMarkdown": "Congratulations, what an inspiration! :)",
      "votes": 1
    },
    {
      "id": 982025,
      "postDate": "2020-08-23T00:57:33.803Z",
      "content": "<p>Well earned bro, you are very talented and a true role model for the data science community and education community. Well earned!</p>",
      "rawMarkdown": "Well earned bro, you are very talented and a true role model for the data science community and education community. Well earned!",
      "votes": 1,
      "replies": [
        {
          "id": 985725,
          "postDate": "2020-08-26T01:23:53.057Z",
          "content": "<p>Thanks Corey</p>",
          "rawMarkdown": "Thanks Corey"
        }
      ]
    },
    {
      "id": 981277,
      "postDate": "2020-08-22T10:40:08.913Z",
      "content": "<p>Congratulations !</p>",
      "rawMarkdown": "Congratulations !",
      "votes": 1
    },
    {
      "id": 979694,
      "postDate": "2020-08-21T04:16:09.690Z",
      "content": "<p>Congratulations</p>",
      "rawMarkdown": "Congratulations",
      "votes": 1
    },
    {
      "id": 978842,
      "postDate": "2020-08-20T12:50:38.093Z",
      "content": "<p>Congratulations !</p>",
      "rawMarkdown": "Congratulations !",
      "votes": 1
    },
    {
      "id": 978724,
      "postDate": "2020-08-20T10:49:06.357Z",
      "content": "<p>Awesome Congrats</p>",
      "rawMarkdown": "Awesome Congrats",
      "votes": 1
    },
    {
      "id": 978550,
      "postDate": "2020-08-20T08:46:32.130Z",
      "content": "<p>Congratulations!!</p>",
      "rawMarkdown": "Congratulations!!\n",
      "votes": 1
    },
    {
      "id": 978034,
      "postDate": "2020-08-19T21:52:34.497Z",
      "content": "<p>Hey, Congratulations!</p>",
      "rawMarkdown": "Hey, Congratulations!",
      "votes": 1
    },
    {
      "id": 977911,
      "postDate": "2020-08-19T19:40:39.497Z",
      "content": "<p>May I asking, how do you get your first 10 gold/silver Notebook &amp; discussion? </p>",
      "rawMarkdown": "May I asking, how do you get your first 10 gold/silver Notebook & discussion? ",
      "votes": 1,
      "replies": [
        {
          "id": 982001,
          "postDate": "2020-08-23T00:07:36.500Z",
          "content": "<p><a href=\"https://www.kaggle.com/dwchen\" target=\"_blank\">@dwchen</a> The easiest way to achieve gold/silver notebook or discussion is posting within an active competition.</p>\n<p>To achieve gold notebooks, provide something useful during a competition. Do some EDA, or demonstrate a pipeline for a basic model such as XGB or NN. (A high scoring notebook helps too). Also make the notebook look nice, add pictures, section headings, and explain what the competition is about.</p>\n<p>To achieve gold discussions, provide something useful during a competition. Show example data, or show some EDA (correlations between features and target), provide links to last years solutions or helpful info on internet. Explain the competition metric or objective. And make the discussion look nice and organized.</p>\n<p>In both cases, watch your notebook or discussion and answer all users' questions.</p>",
          "rawMarkdown": "@dwchen The easiest way to achieve gold/silver notebook or discussion is posting within an active competition.\n\nTo achieve gold notebooks, provide something useful during a competition. Do some EDA, or demonstrate a pipeline for a basic model such as XGB or NN. (A high scoring notebook helps too). Also make the notebook look nice, add pictures, section headings, and explain what the competition is about.\n\nTo achieve gold discussions, provide something useful during a competition. Show example data, or show some EDA (correlations between features and target), provide links to last years solutions or helpful info on internet. Explain the competition metric or objective. And make the discussion look nice and organized.\n\nIn both cases, watch your notebook or discussion and answer all users' questions.",
          "votes": 2
        }
      ]
    },
    {
      "id": 976698,
      "postDate": "2020-08-19T03:36:02.247Z",
      "content": "<p>Congrats, Chris</p>",
      "rawMarkdown": "Congrats, Chris",
      "votes": 1
    },
    {
      "id": 976247,
      "postDate": "2020-08-18T18:36:11.977Z",
      "content": "<p>Congrats Chris !</p>",
      "rawMarkdown": "Congrats Chris !",
      "votes": 1
    },
    {
      "id": 975815,
      "postDate": "2020-08-18T13:30:47.280Z",
      "content": "<p>vouv</p>",
      "rawMarkdown": "vouv",
      "votes": 1
    },
    {
      "id": 974615,
      "postDate": "2020-08-18T02:01:34.517Z",
      "content": "<p>Just wanted to stop by and say thank you <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a>. I learned a lot from your notebooks and your datasets were very helpful. Congratulations on your achievements. You truly are an inspiration!</p>",
      "rawMarkdown": "Just wanted to stop by and say thank you @cdeotte. I learned a lot from your notebooks and your datasets were very helpful. Congratulations on your achievements. You truly are an inspiration!",
      "votes": 1,
      "replies": [
        {
          "id": 977797,
          "postDate": "2020-08-19T17:54:31.403Z",
          "content": "<p>Thank you.       </p>",
          "rawMarkdown": "Thank you.       "
        }
      ]
    },
    {
      "id": 974569,
      "postDate": "2020-08-18T01:34:58.897Z",
      "content": "<p>Congrats. Nice work</p>",
      "rawMarkdown": "Congrats. Nice work",
      "votes": 1
    },
    {
      "id": 974347,
      "postDate": "2020-08-17T23:15:23.590Z",
      "content": "<p>Very well done Chris!</p>",
      "rawMarkdown": "Very well done Chris!",
      "votes": 1
    },
    {
      "id": 974262,
      "postDate": "2020-08-17T20:51:07.633Z",
      "content": "<p>Very well deserved! A true inspiration, especially  for explaining concepts and sharing ideas. Next stop, 1st in competitions. ;)</p>",
      "rawMarkdown": "Very well deserved! A true inspiration, especially  for explaining concepts and sharing ideas. Next stop, 1st in competitions. ;)",
      "votes": 1,
      "replies": [
        {
          "id": 974327,
          "postDate": "2020-08-17T22:21:25.410Z",
          "content": "<p>Thanks Yassine</p>",
          "rawMarkdown": "Thanks Yassine",
          "votes": 1
        }
      ]
    },
    {
      "id": 973867,
      "postDate": "2020-08-17T15:14:10.080Z",
      "content": "<p>We are very glad to vote you up, because we learned a lot from you.</p>",
      "rawMarkdown": "We are very glad to vote you up, because we learned a lot from you.",
      "votes": 1
    },
    {
      "id": 973812,
      "postDate": "2020-08-17T14:25:17.993Z",
      "content": "<p>Congratulations!</p>",
      "rawMarkdown": "Congratulations!",
      "votes": 1
    },
    {
      "id": 973599,
      "postDate": "2020-08-17T11:47:13.153Z",
      "content": "<p>Congratulations and Thank you, Chris! <br>\nLearned a LOT from your notebooks. Wish you good luck in the private LB! </p>",
      "rawMarkdown": "Congratulations and Thank you, Chris! \nLearned a LOT from your notebooks. Wish you good luck in the private LB! ",
      "votes": 1,
      "replies": [
        {
          "id": 974330,
          "postDate": "2020-08-17T22:22:35.787Z",
          "content": "<p>Thanks. Crossing my fingers for private LB </p>",
          "rawMarkdown": "Thanks. Crossing my fingers for private LB "
        }
      ]
    },
    {
      "id": 973579,
      "postDate": "2020-08-17T11:31:46.123Z",
      "content": "<p>Congratulations!</p>",
      "rawMarkdown": "Congratulations!",
      "votes": 1
    },
    {
      "id": 973576,
      "postDate": "2020-08-17T11:29:01.807Z",
      "content": "<p>learnt a lot from you from this competition thanks a lot <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> </p>",
      "rawMarkdown": "learnt a lot from you from this competition thanks a lot @cdeotte ",
      "votes": 1
    },
    {
      "id": 973572,
      "postDate": "2020-08-17T11:27:20.343Z",
      "content": "<p>Learnt a lot from you in this competition thanks a lot <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> </p>",
      "rawMarkdown": "Learnt a lot from you in this competition thanks a lot @cdeotte ",
      "votes": 1
    },
    {
      "id": 973543,
      "postDate": "2020-08-17T11:00:31.727Z",
      "content": "<p>Congrats!  I need work hard💪</p>",
      "rawMarkdown": "Congrats!  I need work hard💪",
      "votes": 1
    },
    {
      "id": 973409,
      "postDate": "2020-08-17T09:33:01.960Z",
      "content": "<p>Nice Inspiration you're bringing to any</p>",
      "rawMarkdown": "Nice Inspiration you're bringing to any",
      "votes": 1
    },
    {
      "id": 973147,
      "postDate": "2020-08-17T06:17:25.690Z",
      "content": "<p>Congratulations! Keep The Good Work Up!</p>",
      "rawMarkdown": "Congratulations! Keep The Good Work Up!",
      "votes": 1
    },
    {
      "id": 973101,
      "postDate": "2020-08-17T05:42:47.417Z",
      "content": "<p>Congratulations!!</p>",
      "rawMarkdown": "Congratulations!!",
      "votes": 1
    },
    {
      "id": 972983,
      "postDate": "2020-08-17T02:45:22.097Z",
      "content": "<p>Amazing Chris <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> </p>",
      "rawMarkdown": "Amazing Chris @cdeotte ",
      "votes": 1
    },
    {
      "id": 972875,
      "postDate": "2020-08-16T23:30:33.737Z",
      "content": "<p>Congrats you are inspiring a lot to young data scientist</p>",
      "rawMarkdown": "Congrats you are inspiring a lot to young data scientist",
      "votes": 1,
      "replies": [
        {
          "id": 972898,
          "postDate": "2020-08-17T00:36:23.607Z",
          "content": "<p>Thank you Sibusiso90</p>",
          "rawMarkdown": "Thank you Sibusiso90"
        }
      ]
    },
    {
      "id": 972829,
      "postDate": "2020-08-16T21:28:04.047Z",
      "content": "<p>Congrats! Great work!</p>",
      "rawMarkdown": "Congrats! Great work!",
      "votes": 1
    },
    {
      "id": 972828,
      "postDate": "2020-08-16T21:28:03.693Z",
      "content": "<p>Congrats! Great work!</p>",
      "rawMarkdown": "Congrats! Great work!",
      "votes": 1
    },
    {
      "id": 972774,
      "postDate": "2020-08-16T20:13:29.563Z",
      "content": "<p>Congratulations! Inspiring! So much time spent to support and contribute to the community! </p>",
      "rawMarkdown": "Congratulations! Inspiring! So much time spent to support and contribute to the community! ",
      "votes": 1
    },
    {
      "id": 972662,
      "postDate": "2020-08-16T18:04:31.070Z",
      "content": "<p>Kudos Chris! Just reward for your selfless service to community</p>",
      "rawMarkdown": "Kudos Chris! Just reward for your selfless service to community",
      "votes": 1
    },
    {
      "id": 972521,
      "postDate": "2020-08-16T16:00:52.073Z",
      "content": "<p>Congratulations <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> 👍👍👍. Learning many things from your work.</p>",
      "rawMarkdown": "Congratulations @cdeotte 👍👍👍. Learning many things from your work.",
      "votes": 1
    },
    {
      "id": 972495,
      "postDate": "2020-08-16T15:28:52.950Z",
      "content": "<p>holy cow thats so impressive, congratulations on going that far</p>",
      "rawMarkdown": "holy cow thats so impressive, congratulations on going that far",
      "votes": 1
    },
    {
      "id": 972398,
      "postDate": "2020-08-16T14:23:05.370Z",
      "content": "<p>Congratulations!</p>",
      "rawMarkdown": "Congratulations!",
      "votes": 1
    },
    {
      "id": 972301,
      "postDate": "2020-08-16T12:50:49.480Z",
      "content": "<p>Congratulations!</p>",
      "rawMarkdown": "Congratulations!",
      "votes": 1
    },
    {
      "id": 972300,
      "postDate": "2020-08-16T12:49:14.270Z",
      "content": "<p>Congratulations to the Triple Crown.<br>\nIt's a feat.<br>\nThat's excellent.👍</p>",
      "rawMarkdown": "Congratulations to the Triple Crown.\nIt's a feat.\nThat's excellent.👍",
      "votes": 1
    },
    {
      "id": 972294,
      "postDate": "2020-08-16T12:41:11.110Z",
      "content": "<p>Congratulations!</p>",
      "rawMarkdown": "Congratulations!",
      "votes": 1
    },
    {
      "id": 972197,
      "postDate": "2020-08-16T10:24:57.890Z",
      "content": "<p>Congratulations!!</p>",
      "rawMarkdown": "Congratulations!!",
      "votes": 1
    },
    {
      "id": 972165,
      "postDate": "2020-08-16T09:37:33.097Z",
      "content": "<p>Congratulations Chris!</p>",
      "rawMarkdown": "Congratulations Chris!",
      "votes": 1
    },
    {
      "id": 972156,
      "postDate": "2020-08-16T09:22:28.790Z",
      "content": "<p>Congratulations, a really spectacular journey!</p>",
      "rawMarkdown": "Congratulations, a really spectacular journey!",
      "votes": 1
    },
    {
      "id": 972120,
      "postDate": "2020-08-16T08:49:48.407Z",
      "content": "<p>Congratulations</p>",
      "rawMarkdown": "Congratulations",
      "votes": 1
    },
    {
      "id": 972118,
      "postDate": "2020-08-16T08:48:37.240Z",
      "content": "<p>Congratulations !</p>",
      "rawMarkdown": "Congratulations !",
      "votes": 1
    },
    {
      "id": 972102,
      "postDate": "2020-08-16T08:34:54.430Z",
      "content": "<p>congratulations!</p>",
      "rawMarkdown": "congratulations!",
      "votes": 1
    },
    {
      "id": 972055,
      "postDate": "2020-08-16T07:39:52.020Z",
      "content": "<p>Congrats Sir </p>",
      "rawMarkdown": "Congrats Sir ",
      "votes": 1
    },
    {
      "id": 972042,
      "postDate": "2020-08-16T07:29:35.757Z",
      "content": "<p>Unbelievable!</p>",
      "rawMarkdown": "Unbelievable!",
      "votes": 1
    },
    {
      "id": 972010,
      "postDate": "2020-08-16T06:51:25.183Z",
      "content": "<p>Congratulations!</p>",
      "rawMarkdown": "Congratulations!",
      "votes": 1
    },
    {
      "id": 971977,
      "postDate": "2020-08-16T06:19:11.747Z",
      "content": "<p>Well deserved. I have learnt a LOT from you !</p>",
      "rawMarkdown": "Well deserved. I have learnt a LOT from you !",
      "votes": 1
    },
    {
      "id": 971961,
      "postDate": "2020-08-16T05:56:05.770Z",
      "content": "<p>Congratulations Sir!</p>",
      "rawMarkdown": "Congratulations Sir!",
      "votes": 1
    },
    {
      "id": 971960,
      "postDate": "2020-08-16T05:55:38.860Z",
      "content": "<p><strong>Congratulation Sir!</strong></p>",
      "rawMarkdown": "**Congratulation Sir!**",
      "votes": 1
    },
    {
      "id": 971928,
      "postDate": "2020-08-16T04:56:22.833Z",
      "content": "<p>Congratulations!</p>",
      "rawMarkdown": "Congratulations!",
      "votes": 1
    },
    {
      "id": 971910,
      "postDate": "2020-08-16T04:20:49.060Z",
      "content": "<p>Many many Congratulations to you Sir, so I am very happy for you and your achievements. You are such a genius person and it is a very inspirational moment for me to see you at #1st place in each of three tiers. What an achievement!! 🙏🙏🙏 Kudos!! 😊</p>",
      "rawMarkdown": "Many many Congratulations to you Sir, so I am very happy for you and your achievements. You are such a genius person and it is a very inspirational moment for me to see you at #1st place in each of three tiers. What an achievement!! 🙏🙏🙏 Kudos!! 😊",
      "votes": 1
    },
    {
      "id": 971815,
      "postDate": "2020-08-15T23:27:39.187Z",
      "content": "<p>Truly amazing performance! Well deserve it!! Keep rolling and sharing - all the best!</p>\n\n<p>PS: You are in the Kagglers top-5 that I regularly read nbs and posts</p>",
      "rawMarkdown": "Truly amazing performance! Well deserve it!! Keep rolling and sharing - all the best!\n\nPS: You are in the Kagglers top-5 that I regularly read nbs and posts",
      "votes": 1,
      "replies": [
        {
          "id": 971869,
          "postDate": "2020-08-16T02:55:28.490Z",
          "content": "<p>Thank you Ioannis</p>",
          "rawMarkdown": "Thank you Ioannis"
        }
      ]
    },
    {
      "id": 971736,
      "postDate": "2020-08-15T20:57:55.033Z",
      "content": "<p>congratulations!! </p>",
      "rawMarkdown": "congratulations!! ",
      "votes": 1
    },
    {
      "id": 971515,
      "postDate": "2020-08-15T16:04:27.127Z",
      "content": "<p>wow congrats!</p>",
      "rawMarkdown": "wow congrats!",
      "votes": 1
    },
    {
      "id": 971288,
      "postDate": "2020-08-15T11:16:23.167Z",
      "content": "<p>It's just amazing, Congratulations <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> </p>",
      "rawMarkdown": "It's just amazing, Congratulations @cdeotte ",
      "votes": 1
    },
    {
      "id": 971199,
      "postDate": "2020-08-15T09:24:23.717Z",
      "content": "<p>Congratulations!</p>",
      "rawMarkdown": "Congratulations!",
      "votes": 1
    },
    {
      "id": 971116,
      "postDate": "2020-08-15T07:33:53.787Z",
      "content": "<p>Congratulations!</p>",
      "rawMarkdown": "Congratulations!",
      "votes": 1
    },
    {
      "id": 971009,
      "postDate": "2020-08-15T05:00:58.410Z",
      "content": "<p>Congratulations! I need to go look around your works.</p>",
      "rawMarkdown": "Congratulations! I need to go look around your works.",
      "votes": 1
    },
    {
      "id": 970957,
      "postDate": "2020-08-15T03:31:06.450Z",
      "content": "<p>Congratulations! </p>",
      "rawMarkdown": "Congratulations! ",
      "votes": 1
    },
    {
      "id": 970922,
      "postDate": "2020-08-15T02:16:21.953Z",
      "content": "<p>Congratulations!</p>",
      "rawMarkdown": "Congratulations!",
      "votes": 1
    },
    {
      "id": 970897,
      "postDate": "2020-08-15T00:51:50.623Z",
      "content": "<p>Congratulations</p>",
      "rawMarkdown": "Congratulations",
      "votes": 1
    },
    {
      "id": 970735,
      "postDate": "2020-08-14T18:07:18.767Z",
      "content": "<p>Congratulations</p>",
      "rawMarkdown": "Congratulations",
      "votes": 1
    },
    {
      "id": 970721,
      "postDate": "2020-08-14T17:48:36.333Z",
      "content": "<p>You observed. Now enjoy it</p>",
      "rawMarkdown": "You observed. Now enjoy it",
      "votes": 1
    },
    {
      "id": 970697,
      "postDate": "2020-08-14T17:25:20.653Z",
      "content": "<p>congrats. you put lots of efforts to share such a good content so you deserve this. </p>",
      "rawMarkdown": "congrats. you put lots of efforts to share such a good content so you deserve this. ",
      "votes": 1
    },
    {
      "id": 970587,
      "postDate": "2020-08-14T15:28:10.383Z",
      "content": "<p>Congratulations!</p>",
      "rawMarkdown": "Congratulations!",
      "votes": 1
    },
    {
      "id": 970330,
      "postDate": "2020-08-14T11:14:29.960Z",
      "content": "<p>You are really inspirational for me. Congratulations, <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> </p>",
      "rawMarkdown": "You are really inspirational for me. Congratulations, @cdeotte ",
      "votes": 1
    },
    {
      "id": 970273,
      "postDate": "2020-08-14T10:04:45.243Z",
      "content": "<p>Congratulations!</p>",
      "rawMarkdown": "Congratulations!",
      "votes": 1
    },
    {
      "id": 970106,
      "postDate": "2020-08-14T07:57:38.820Z",
      "content": "<p>Congratulations!</p>",
      "rawMarkdown": "Congratulations!",
      "votes": 1
    },
    {
      "id": 969881,
      "postDate": "2020-08-14T03:09:20.867Z",
      "content": "<p>Congratulations! </p>",
      "rawMarkdown": "Congratulations! ",
      "votes": 1
    },
    {
      "id": 969732,
      "postDate": "2020-08-13T22:24:06.800Z",
      "content": "<p>Congrats!</p>",
      "rawMarkdown": "Congrats!",
      "votes": 1
    },
    {
      "id": 969634,
      "postDate": "2020-08-13T20:11:52.140Z",
      "content": "<p>Congo and your welcome!</p>",
      "rawMarkdown": "Congo and your welcome!",
      "votes": 1
    },
    {
      "id": 969538,
      "postDate": "2020-08-13T18:56:42.007Z",
      "content": "<p>Impressive, congratulation !<br>\n(maybe one day i'll have my competition bronze medal !!😃)</p>",
      "rawMarkdown": "Impressive, congratulation !\n(maybe one day i'll have my competition bronze medal !!😃)",
      "votes": 1
    },
    {
      "id": 969454,
      "postDate": "2020-08-13T17:39:41.520Z",
      "content": "<p>Congratulations!</p>",
      "rawMarkdown": "Congratulations!",
      "votes": 1
    },
    {
      "id": 969452,
      "postDate": "2020-08-13T17:39:08.677Z",
      "content": "<p>Congratulations <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a>! Your help and patience in answering everyone comments and queries are exemplary; and the high rank is well deserved<br>\nHoping you make it to  the #1 slot in all 4 areas!👍</p>",
      "rawMarkdown": "Congratulations @cdeotte! Your help and patience in answering everyone comments and queries are exemplary; and the high rank is well deserved\nHoping you make it to  the #1 slot in all 4 areas!👍",
      "votes": 1
    },
    {
      "id": 969213,
      "postDate": "2020-08-13T14:50:12.600Z",
      "content": "<p>I have been following your works for more than a year now, haven't got enough words to describe how insightful they are.<br>\nCongrats man <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> , you deserve it :)</p>",
      "rawMarkdown": "I have been following your works for more than a year now, haven't got enough words to describe how insightful they are.\nCongrats man @cdeotte , you deserve it :)",
      "votes": 1,
      "replies": [
        {
          "id": 969482,
          "postDate": "2020-08-13T17:57:48.283Z",
          "content": "<p>Thanks Shahules</p>",
          "rawMarkdown": "Thanks Shahules",
          "votes": 1
        }
      ]
    },
    {
      "id": 969209,
      "postDate": "2020-08-13T14:47:55.107Z",
      "content": "<p>Congratulations ma men, you are example for all of us. my hero😍</p>",
      "rawMarkdown": "Congratulations ma men, you are example for all of us. my hero😍",
      "votes": 1
    },
    {
      "id": 969065,
      "postDate": "2020-08-13T12:45:03.300Z",
      "content": "<p>Congratulations</p>",
      "rawMarkdown": "Congratulations",
      "votes": 1
    },
    {
      "id": 969047,
      "postDate": "2020-08-13T12:32:44.397Z",
      "content": "<p>Congratulations..</p>",
      "rawMarkdown": "Congratulations..",
      "votes": 1
    },
    {
      "id": 968973,
      "postDate": "2020-08-13T11:30:10.287Z",
      "content": "<p>Congratulations</p>",
      "rawMarkdown": "Congratulations",
      "votes": 1
    },
    {
      "id": 968883,
      "postDate": "2020-08-13T10:11:05.037Z",
      "content": "<p>Congratulations.... <a href=\"/cdeotte\">@cdeotte</a> </p>",
      "rawMarkdown": "Congratulations.... @cdeotte ",
      "votes": 1
    },
    {
      "id": 968564,
      "postDate": "2020-08-13T05:38:30.667Z",
      "content": "<p>Awesome, Congratulations <a href=\"/cdeotte\">@cdeotte</a> ..Really inspiring!</p>",
      "rawMarkdown": "Awesome, Congratulations @cdeotte ..Really inspiring!",
      "votes": 1
    },
    {
      "id": 968330,
      "postDate": "2020-08-12T21:52:47.903Z",
      "content": "<p>Congratulation!!!</p>",
      "rawMarkdown": "Congratulation!!!",
      "votes": 1
    },
    {
      "id": 968202,
      "postDate": "2020-08-12T19:07:43.660Z",
      "content": "<p>Well played sir, well played :)</p>",
      "rawMarkdown": "Well played sir, well played :)",
      "votes": 1
    },
    {
      "id": 968149,
      "postDate": "2020-08-12T18:22:19.610Z",
      "content": "<p>Congratulations Chris</p>",
      "rawMarkdown": "Congratulations Chris",
      "votes": 1
    },
    {
      "id": 968042,
      "postDate": "2020-08-12T16:50:10.483Z",
      "content": "<p>Congratulations Chris!</p>",
      "rawMarkdown": "Congratulations Chris!",
      "votes": 1
    },
    {
      "id": 967735,
      "postDate": "2020-08-12T13:22:28.587Z",
      "content": "<p>Congratulations!!<br>\nI'm new here..looking forward to learn a lot of things from you. :)</p>",
      "rawMarkdown": "Congratulations!!\nI'm new here..looking forward to learn a lot of things from you. :)",
      "votes": 1
    },
    {
      "id": 967702,
      "postDate": "2020-08-12T12:50:56.773Z",
      "content": "<p>Congrats! It is very nice.</p>",
      "rawMarkdown": "Congrats! It is very nice.",
      "votes": 1
    },
    {
      "id": 967671,
      "postDate": "2020-08-12T12:16:58.527Z",
      "content": "<p>Congratulations! </p>",
      "rawMarkdown": "Congratulations! ",
      "votes": 1
    },
    {
      "id": 967636,
      "postDate": "2020-08-12T11:50:53.590Z",
      "content": "<p>Congratulations!!</p>",
      "rawMarkdown": "Congratulations!!",
      "votes": 1
    },
    {
      "id": 967583,
      "postDate": "2020-08-12T10:56:36.543Z",
      "content": "<p>congrats <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> 👌</p>",
      "rawMarkdown": "congrats @cdeotte 👌",
      "votes": 1
    },
    {
      "id": 967560,
      "postDate": "2020-08-12T10:35:14.200Z",
      "content": "<p>Congratulations <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> , Your TPU notebooks are great materials and they helped me a lot in learning.</p>",
      "rawMarkdown": "Congratulations @cdeotte , Your TPU notebooks are great materials and they helped me a lot in learning.",
      "votes": 1
    },
    {
      "id": 967538,
      "postDate": "2020-08-12T10:17:21.580Z",
      "content": "<p>nice job . congratulations</p>",
      "rawMarkdown": "nice job . congratulations",
      "votes": 1
    },
    {
      "id": 967499,
      "postDate": "2020-08-12T09:40:45.110Z",
      "content": "<p>Congrats <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> !! 👍👍   Thank you for your effort, I learned a lot from it 😃.</p>",
      "rawMarkdown": "Congrats @cdeotte !! 👍👍   Thank you for your effort, I learned a lot from it 😃.",
      "votes": 1
    },
    {
      "id": 967498,
      "postDate": "2020-08-12T09:38:46.177Z",
      "content": "<p>congrats <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> </p>",
      "rawMarkdown": "congrats @cdeotte ",
      "votes": 1
    },
    {
      "id": 967440,
      "postDate": "2020-08-12T08:59:03.413Z",
      "content": "<p>Congratulation, <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a>! </p>",
      "rawMarkdown": "Congratulation, @cdeotte! ",
      "votes": 1
    },
    {
      "id": 967418,
      "postDate": "2020-08-12T08:31:18.677Z",
      "content": "<p>Congratulations!</p>",
      "rawMarkdown": "Congratulations!",
      "votes": 1
    },
    {
      "id": 967251,
      "postDate": "2020-08-12T05:45:20.607Z",
      "content": "<p>Congratulation 👍 </p>",
      "rawMarkdown": "Congratulation 👍 \n",
      "votes": 1
    },
    {
      "id": 967215,
      "postDate": "2020-08-12T05:10:50.517Z",
      "content": "<p>Congrats!!</p>",
      "rawMarkdown": "Congrats!!",
      "votes": 1
    },
    {
      "id": 967213,
      "postDate": "2020-08-12T05:10:28.323Z",
      "content": "<p>Congratulations sir. Totally deserving. </p>",
      "rawMarkdown": "Congratulations sir. Totally deserving. ",
      "votes": 1
    },
    {
      "id": 967142,
      "postDate": "2020-08-12T02:32:21.740Z",
      "content": "<p>Noob here too. Its a wholesome community</p>",
      "rawMarkdown": "Noob here too. Its a wholesome community\n",
      "votes": 1
    },
    {
      "id": 967129,
      "postDate": "2020-08-12T01:51:57.500Z",
      "content": "<p>Great work</p>",
      "rawMarkdown": "Great work",
      "votes": 1
    },
    {
      "id": 967115,
      "postDate": "2020-08-12T00:41:41.380Z",
      "content": "<p>Congratulations!!! Next, how about 1st Place Kaggle Competitions 😉?</p>",
      "rawMarkdown": "Congratulations!!! Next, how about 1st Place Kaggle Competitions 😉?",
      "votes": 1
    },
    {
      "id": 967001,
      "postDate": "2020-08-11T20:42:00.550Z",
      "content": "<p>Congrats <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> . You are a pillar of the kaggle community!</p>",
      "rawMarkdown": "Congrats @cdeotte . You are a pillar of the kaggle community!",
      "votes": 1,
      "replies": [
        {
          "id": 967090,
          "postDate": "2020-08-11T23:15:31.767Z",
          "content": "<p>Thanks Rob</p>",
          "rawMarkdown": "Thanks Rob"
        }
      ]
    },
    {
      "id": 966931,
      "postDate": "2020-08-11T19:11:23.013Z",
      "content": "<p>Great work…</p>",
      "rawMarkdown": "Great work...",
      "votes": 1
    },
    {
      "id": 966680,
      "postDate": "2020-08-11T15:54:03.113Z",
      "content": "<p>Awesome work!</p>",
      "rawMarkdown": "Awesome work!",
      "votes": 1
    },
    {
      "id": 966648,
      "postDate": "2020-08-11T15:37:19.233Z",
      "content": "<p>Congrats <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> You Deserve It 😃</p>",
      "rawMarkdown": "Congrats @cdeotte You Deserve It 😃",
      "votes": 1
    },
    {
      "id": 966563,
      "postDate": "2020-08-11T14:22:52.800Z",
      "content": "<p>Great! Congratulations, Chris! \nI learn a lot from your Notebooks!</p>",
      "rawMarkdown": "Great! Congratulations, Chris! \nI learn a lot from your Notebooks!",
      "votes": 1
    },
    {
      "id": 966510,
      "postDate": "2020-08-11T13:34:47.137Z",
      "content": "<p>Congratulations!  I am getting a lot of help from you in this competition. Thank you.</p>",
      "rawMarkdown": "Congratulations!  I am getting a lot of help from you in this competition. Thank you.",
      "votes": 1
    },
    {
      "id": 966412,
      "postDate": "2020-08-11T12:01:51.133Z",
      "content": "<p>super cool!!</p>",
      "rawMarkdown": "super cool!!",
      "votes": 1
    },
    {
      "id": 966410,
      "postDate": "2020-08-11T12:00:28.283Z",
      "content": "<p>Absolutely deserved - grats !!!</p>",
      "rawMarkdown": "Absolutely deserved - grats !!!",
      "votes": 1,
      "replies": [
        {
          "id": 967093,
          "postDate": "2020-08-11T23:16:54.710Z",
          "content": "<p>Thanks Roman</p>",
          "rawMarkdown": "Thanks Roman"
        }
      ]
    },
    {
      "id": 966400,
      "postDate": "2020-08-11T11:51:28.983Z",
      "content": "<p>This is great! Сongratulations!</p>",
      "rawMarkdown": "This is great! Сongratulations!",
      "votes": 1
    },
    {
      "id": 966399,
      "postDate": "2020-08-11T11:50:32.343Z",
      "content": "<p>Very nice!</p>",
      "rawMarkdown": "Very nice!",
      "votes": 1
    },
    {
      "id": 966339,
      "postDate": "2020-08-11T10:42:47.457Z",
      "content": "<p>Congrats <a href=\"/cdeotte\">@cdeotte</a> and thanks for all the resources you shared, I have learned a lot from them. Hope some day you get rank 1 in competitions also!!!</p>",
      "rawMarkdown": "Congrats @cdeotte and thanks for all the resources you shared, I have learned a lot from them. Hope some day you get rank 1 in competitions also!!!",
      "votes": 1
    },
    {
      "id": 966303,
      "postDate": "2020-08-11T10:12:05.563Z",
      "content": "<p>Congratulations! </p>",
      "rawMarkdown": "Congratulations! ",
      "votes": 1
    },
    {
      "id": 966300,
      "postDate": "2020-08-11T10:11:28.233Z",
      "content": "<p>Wow! Congratulations!</p>",
      "rawMarkdown": "Wow! Congratulations!",
      "votes": 1
    },
    {
      "id": 966264,
      "postDate": "2020-08-11T09:39:46.877Z",
      "content": "<p>Congratulation!</p>",
      "rawMarkdown": "Congratulation!\n\n",
      "votes": 1
    },
    {
      "id": 966204,
      "postDate": "2020-08-11T08:33:21.497Z",
      "content": "<p>awesome to see this….its my first comment.</p>",
      "rawMarkdown": "awesome to see this....its my first comment.",
      "votes": 1,
      "replies": [
        {
          "id": 967095,
          "postDate": "2020-08-11T23:17:32.760Z",
          "content": "<p>Welcome to Kaggle. Enjoy!</p>",
          "rawMarkdown": "Welcome to Kaggle. Enjoy!"
        }
      ]
    },
    {
      "id": 966184,
      "postDate": "2020-08-11T08:12:34.273Z",
      "content": "<p>Congratulations sir!</p>",
      "rawMarkdown": "Congratulations sir!",
      "votes": 1
    },
    {
      "id": 966047,
      "postDate": "2020-08-11T05:09:00.150Z",
      "content": "<p>Congratulation!</p>",
      "rawMarkdown": "Congratulation!",
      "votes": 1
    },
    {
      "id": 965948,
      "postDate": "2020-08-11T02:13:14.460Z",
      "content": "<p>Congratulations</p>",
      "rawMarkdown": "Congratulations",
      "votes": 1
    },
    {
      "id": 965880,
      "postDate": "2020-08-10T23:35:20.717Z",
      "content": "<p>What's the secret sauce?</p>",
      "rawMarkdown": "What's the secret sauce?",
      "votes": 1
    },
    {
      "id": 965856,
      "postDate": "2020-08-10T22:55:41.273Z",
      "content": "<p>Congratulations.\nThat is awesome</p>",
      "rawMarkdown": "Congratulations.\nThat is awesome",
      "votes": 1
    },
    {
      "id": 965529,
      "postDate": "2020-08-10T17:41:33.973Z",
      "content": "<p>Congratulations Chris!! We all have benefitted a lot from your contributions....Thanks.</p>",
      "rawMarkdown": "Congratulations Chris!! We all have benefitted a lot from your contributions....Thanks.",
      "votes": 1
    },
    {
      "id": 965491,
      "postDate": "2020-08-10T17:10:05.030Z",
      "content": "<p>Well done, sir 👍 \nCongratulations 😍 </p>",
      "rawMarkdown": "Well done, sir 👍 \nCongratulations 😍 ",
      "votes": 1
    },
    {
      "id": 965477,
      "postDate": "2020-08-10T17:02:58.073Z",
      "content": "<p>Congrats! Great job! Really learned a lot from you! </p>",
      "rawMarkdown": "Congrats! Great job! Really learned a lot from you! ",
      "votes": 1
    },
    {
      "id": 965471,
      "postDate": "2020-08-10T16:58:19.573Z",
      "content": "<p>Congratulations!!!! Well deserved! \nThank you for sharing your wisdom such generously!!! That's very encouraging!</p>",
      "rawMarkdown": "Congratulations!!!! Well deserved! \nThank you for sharing your wisdom such generously!!! That's very encouraging!",
      "votes": 1
    },
    {
      "id": 965441,
      "postDate": "2020-08-10T16:26:26.970Z",
      "content": "<p>Congrats! Well deserved! 🎉 </p>",
      "rawMarkdown": "Congrats! Well deserved! 🎉 ",
      "votes": 1
    },
    {
      "id": 965387,
      "postDate": "2020-08-10T15:39:20.143Z",
      "content": "<p>Great, Congrats</p>",
      "rawMarkdown": "Great, Congrats",
      "votes": 1
    },
    {
      "id": 965379,
      "postDate": "2020-08-10T15:32:37.770Z",
      "content": "<p>So well deserved! So appreciated! Many thanks!</p>",
      "rawMarkdown": "So well deserved! So appreciated! Many thanks!",
      "votes": 1
    },
    {
      "id": 965354,
      "postDate": "2020-08-10T15:18:15.080Z",
      "content": "<p>Congrats <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> </p>",
      "rawMarkdown": "Congrats @cdeotte ",
      "votes": 1
    },
    {
      "id": 965255,
      "postDate": "2020-08-10T13:53:37.733Z",
      "content": "<p>Congrats, <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a></p>",
      "rawMarkdown": "Congrats, @cdeotte",
      "votes": 1
    },
    {
      "id": 965253,
      "postDate": "2020-08-10T13:49:41.207Z",
      "content": "<p>Wow, you can really dance! :D</p>",
      "rawMarkdown": "Wow, you can really dance! :D",
      "votes": 1
    },
    {
      "id": 965249,
      "postDate": "2020-08-10T13:49:11.243Z",
      "content": "<p>well deserved!</p>",
      "rawMarkdown": "well deserved!",
      "votes": 1
    },
    {
      "id": 965204,
      "postDate": "2020-08-10T13:12:29.017Z",
      "content": "<p>Congrats <a href=\"/cdeotte\">@cdeotte</a>!\nI'm learning a lot from your kernels and discussions!</p>\n\n<p>Thanks a lot again!</p>",
      "rawMarkdown": "Congrats @cdeotte!\nI'm learning a lot from your kernels and discussions!\n\nThanks a lot again!",
      "votes": 1
    },
    {
      "id": 965189,
      "postDate": "2020-08-10T12:57:43.883Z",
      "content": "<p>Congrats, <a href=\"/cdeotte\">@cdeotte</a>. \nThanks for your datasets and  notebooks!</p>",
      "rawMarkdown": "Congrats, @cdeotte. \nThanks for your datasets and  notebooks!",
      "votes": 1
    },
    {
      "id": 965166,
      "postDate": "2020-08-10T12:32:02.340Z",
      "content": "<p>🎉Congratulations!  I've learned a lot from you, Thanks, Chris.</p>",
      "rawMarkdown": "🎉Congratulations!  I've learned a lot from you, Thanks, Chris.",
      "votes": 1
    },
    {
      "id": 965125,
      "postDate": "2020-08-10T12:00:15.373Z",
      "content": "<p>Congratulations <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> you have an inspiring journey! Keep up the good work and good luck on your future achievements, you are an exemplar member of this community.</p>",
      "rawMarkdown": "Congratulations @cdeotte you have an inspiring journey! Keep up the good work and good luck on your future achievements, you are an exemplar member of this community.",
      "votes": 1
    },
    {
      "id": 965108,
      "postDate": "2020-08-10T11:43:51.543Z",
      "content": "<p>Congratulations <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> ! These medals stats are so inspiring :)</p>",
      "rawMarkdown": "Congratulations @cdeotte ! These medals stats are so inspiring :)",
      "votes": 1
    },
    {
      "id": 965103,
      "postDate": "2020-08-10T11:41:26.820Z",
      "content": "<p>Congrats and thanks for your continuous contribution, <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a>. Well deserved!</p>",
      "rawMarkdown": "Congrats and thanks for your continuous contribution, @cdeotte. Well deserved!",
      "votes": 1
    },
    {
      "id": 965098,
      "postDate": "2020-08-10T11:36:22.857Z",
      "content": "<p>congrats <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> what a achievement. Truly deserved</p>",
      "rawMarkdown": "congrats @cdeotte what a achievement. Truly deserved",
      "votes": 1
    },
    {
      "id": 965033,
      "postDate": "2020-08-10T10:39:58.287Z",
      "content": "<p>Congrats <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a>. t's very well deserved!</p>",
      "rawMarkdown": "Congrats @cdeotte. t's very well deserved!",
      "votes": 1
    },
    {
      "id": 965031,
      "postDate": "2020-08-10T10:39:17.783Z",
      "content": "<p>Nice! </p>",
      "rawMarkdown": "Nice! ",
      "votes": 1
    },
    {
      "id": 965022,
      "postDate": "2020-08-10T10:33:18.783Z",
      "content": "<p>Many congratulations <a href=\"/cdeotte\">@cdeotte</a>  and thanks for being the source of information for all the kagglers.</p>",
      "rawMarkdown": "Many congratulations @cdeotte  and thanks for being the source of information for all the kagglers.",
      "votes": 1
    },
    {
      "id": 964972,
      "postDate": "2020-08-10T09:54:57.987Z",
      "content": "<p>you are the most inspiring kaggler, Thank you!!</p>",
      "rawMarkdown": "you are the most inspiring kaggler, Thank you!!",
      "votes": 1
    },
    {
      "id": 964948,
      "postDate": "2020-08-10T09:36:50.570Z",
      "content": "<p>Congrats Chris! next #1 in Competitions</p>",
      "rawMarkdown": "Congrats Chris! next #1 in Competitions",
      "votes": 1
    },
    {
      "id": 964912,
      "postDate": "2020-08-10T09:02:17.660Z",
      "content": "<p>Congratulation on the impressive and inspiring achievement!</p>",
      "rawMarkdown": "Congratulation on the impressive and inspiring achievement!",
      "votes": 1
    },
    {
      "id": 964865,
      "postDate": "2020-08-10T08:20:53.580Z",
      "content": "<p>You are a gold mine, sir. All gold medals are near you :)</p>",
      "rawMarkdown": "You are a gold mine, sir. All gold medals are near you :)",
      "votes": 1
    },
    {
      "id": 964864,
      "postDate": "2020-08-10T08:20:07.843Z",
      "content": "<p>Only first-place competition to be done. Hoping to see that too in the near future</p>",
      "rawMarkdown": "Only first-place competition to be done. Hoping to see that too in the near future",
      "votes": 1
    },
    {
      "id": 964812,
      "postDate": "2020-08-10T07:32:59.527Z",
      "content": "<p>Congratulations, you are leading the trend !\nJust one last #1 to complete, good luck :)</p>",
      "rawMarkdown": "Congratulations, you are leading the trend !\nJust one last #1 to complete, good luck :)",
      "votes": 1
    },
    {
      "id": 964745,
      "postDate": "2020-08-10T06:23:35.350Z",
      "content": "<p>congrats :)</p>",
      "rawMarkdown": "congrats :)",
      "votes": 1
    },
    {
      "id": 964741,
      "postDate": "2020-08-10T06:21:56.833Z",
      "content": "<p>Congratulations, <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> . You have been very helpful to myself and others like me. Keep up the good work.</p>",
      "rawMarkdown": "Congratulations, @cdeotte . You have been very helpful to myself and others like me. Keep up the good work.",
      "votes": 1
    },
    {
      "id": 1086823,
      "postDate": "2020-11-22T04:48:36.657Z",
      "content": "<p>I'm a newcomer, just starting Kaggle and development for serious, but I'm really happy to be a part of this community and seeing folks like you here. It's really inspiring and definitely a lot I can learn from. I know I can definitely go through your content, discussions and material to learn from your experience. Thank you for being a part of Data Science. It's certainly motivating. :D</p>",
      "rawMarkdown": "I'm a newcomer, just starting Kaggle and development for serious, but I'm really happy to be a part of this community and seeing folks like you here. It's really inspiring and definitely a lot I can learn from. I know I can definitely go through your content, discussions and material to learn from your experience. Thank you for being a part of Data Science. It's certainly motivating. :D",
      "votes": 2,
      "replies": [
        {
          "id": 1105702,
          "postDate": "2020-12-08T05:33:08.983Z",
          "content": "<p>Thank you     </p>",
          "rawMarkdown": "Thank you     ",
          "votes": 1
        }
      ]
    },
    {
      "id": 1057512,
      "postDate": "2020-10-22T18:01:34.750Z",
      "content": "<p>Bit late to this but nevertheless less, congratulations! </p>",
      "rawMarkdown": "Bit late to this but nevertheless less, congratulations! ",
      "votes": 2
    },
    {
      "id": 1002294,
      "postDate": "2020-09-08T03:10:11.350Z",
      "content": "<p>Congrats <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a>, you are inspiring a lot to young data scientist</p>",
      "rawMarkdown": "Congrats @cdeotte, you are inspiring a lot to young data scientist",
      "votes": 2,
      "replies": [
        {
          "id": 1023098,
          "postDate": "2020-09-23T00:39:48.540Z",
          "content": "<p>Thank you     </p>",
          "rawMarkdown": "Thank you     "
        }
      ]
    },
    {
      "id": 973121,
      "postDate": "2020-08-17T05:57:05.300Z",
      "content": "<p>For someone like me who started proper programming at the age of 34 , you have been an inspiration to continue . It's not only your knowledge or your natural skills to share knowledge in the simplest of manner , but also your temperament and attitude that is worth learning . Wishing you good health , happiness and lot more accolades in future . </p>",
      "rawMarkdown": "For someone like me who started proper programming at the age of 34 , you have been an inspiration to continue . It's not only your knowledge or your natural skills to share knowledge in the simplest of manner , but also your temperament and attitude that is worth learning . Wishing you good health , happiness and lot more accolades in future . ",
      "votes": 2,
      "replies": [
        {
          "id": 974331,
          "postDate": "2020-08-17T22:23:19.947Z",
          "content": "<p>Thank you Nirjhar</p>",
          "rawMarkdown": "Thank you Nirjhar",
          "votes": 1
        }
      ]
    },
    {
      "id": 972881,
      "postDate": "2020-08-16T23:49:51.700Z",
      "content": "<p>Congrats! What an inspiration!</p>",
      "rawMarkdown": "Congrats! What an inspiration!",
      "votes": 2
    },
    {
      "id": 970332,
      "postDate": "2020-08-14T11:16:33.430Z",
      "content": "<p>Congratulations! sir ,you are my inspiration. always when i see  you on kaggle , i feel one day i will reach you 🙂🙂 , i learnt alot from your notebook thank you so much for that sir. once again  Heartfelt congratulations to you sir.🙂.</p>",
      "rawMarkdown": "Congratulations! sir ,you are my inspiration. always when i see  you on kaggle , i feel one day i will reach you 🙂🙂 , i learnt alot from your notebook thank you so much for that sir. once again  Heartfelt congratulations to you sir.🙂.",
      "votes": 2
    },
    {
      "id": 968442,
      "postDate": "2020-08-13T02:50:45.637Z",
      "content": "<p>Congratulation!!!</p>",
      "rawMarkdown": "Congratulation!!!",
      "votes": 2
    },
    {
      "id": 968321,
      "postDate": "2020-08-12T21:36:12.330Z",
      "content": "<p>Hello Chris, I've just got acquainted with you in this competition and you really leveled up the skills and tools for everyone for sure! I even want to give TensorFlow a try again given your carefully crafted notebooks and datasets. Enjoy your well- deserved community acknowledgment. </p>",
      "rawMarkdown": "Hello Chris, I've just got acquainted with you in this competition and you really leveled up the skills and tools for everyone for sure! I even want to give TensorFlow a try again given your carefully crafted notebooks and datasets. Enjoy your well- deserved community acknowledgment. ",
      "votes": 2
    },
    {
      "id": 966822,
      "postDate": "2020-08-11T17:19:05.910Z",
      "content": "<p>Congrantz @ChrisDeotte</p>",
      "rawMarkdown": "Congrantz @ChrisDeotte",
      "votes": 2
    },
    {
      "id": 966767,
      "postDate": "2020-08-11T16:47:31.033Z",
      "content": "<p>I was a pytorch only person, your tensorflow TPU notebook have saved my life! 💯</p>",
      "rawMarkdown": "I was a pytorch only person, your tensorflow TPU notebook have saved my life! 💯",
      "votes": 2
    },
    {
      "id": 966677,
      "postDate": "2020-08-11T15:51:37.540Z",
      "content": "<p>Awesome!, congrats</p>",
      "rawMarkdown": "Awesome!, congrats",
      "votes": 2
    },
    {
      "id": 966607,
      "postDate": "2020-08-11T15:02:22.610Z",
      "content": "<p>Congratz ! We're waiting for the 1st place in competitions now :) </p>",
      "rawMarkdown": "Congratz ! We're waiting for the 1st place in competitions now :) ",
      "votes": 2
    },
    {
      "id": 965909,
      "postDate": "2020-08-11T00:44:24.857Z",
      "content": "<p>Congratulations!\nWhen I was 7 years old, I wasn't yet ready to program and I was playing baseball all the time. You and I would have a different experience level. Still, I hope to catch up with you as much as I can, and I want to be a person like you.\nI am always learning so much from you. Thank you.</p>",
      "rawMarkdown": "Congratulations!\nWhen I was 7 years old, I wasn't yet ready to program and I was playing baseball all the time. You and I would have a different experience level. Still, I hope to catch up with you as much as I can, and I want to be a person like you.\nI am always learning so much from you. Thank you.",
      "votes": 2,
      "replies": [
        {
          "id": 966021,
          "postDate": "2020-08-11T04:04:01.563Z",
          "content": "<p>Awesome. The database I wrote at age 7 was to store my baseball team's player statistics.</p>",
          "rawMarkdown": "Awesome. The database I wrote at age 7 was to store my baseball team's player statistics.",
          "votes": 1
        },
        {
          "id": 966289,
          "postDate": "2020-08-11T10:03:45.393Z",
          "content": "<p>What a surprise! That little match makes me happy.</p>",
          "rawMarkdown": "What a surprise! That little match makes me happy.",
          "votes": 1
        }
      ]
    },
    {
      "id": 965894,
      "postDate": "2020-08-11T00:20:27.380Z",
      "content": "<p>Great work. Learned a lot from just a handful of your notebooks in a short time. Very impressed that you both know so much and also willing and able to communicate / share it so well.</p>",
      "rawMarkdown": "Great work. Learned a lot from just a handful of your notebooks in a short time. Very impressed that you both know so much and also willing and able to communicate / share it so well.",
      "votes": 2
    },
    {
      "id": 965741,
      "postDate": "2020-08-10T20:09:10.153Z",
      "content": "<p><a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> - what an achievement! It is people like you that are making the world a better place. I'm just getting started with my Data Science journey, and to discover there are people that would go so far to help the community, is a shocking revelation. It kind of makes me want to do this even more. Thank you for inspiring us, Chris! Hope to learn a great deal from your invaluable contributions here.</p>",
      "rawMarkdown": "@cdeotte - what an achievement! It is people like you that are making the world a better place. I'm just getting started with my Data Science journey, and to discover there are people that would go so far to help the community, is a shocking revelation. It kind of makes me want to do this even more. Thank you for inspiring us, Chris! Hope to learn a great deal from your invaluable contributions here.",
      "votes": 2
    },
    {
      "id": 965497,
      "postDate": "2020-08-10T17:16:05.560Z",
      "content": "<p>What a genius!!!\nMaybe you are the best inspiration for beginners like me.  </p>",
      "rawMarkdown": "What a genius!!!\nMaybe you are the best inspiration for beginners like me.  ",
      "votes": 2
    },
    {
      "id": 965345,
      "postDate": "2020-08-10T15:11:16.100Z",
      "content": "<p>Congrats! It is super exciting and shocking for me that I have just discovered this platform which contributes to the Data Science literature in a way that people are engaged not only by sharing knowledge, but also making them add datasets and even hold/attend competitions for solving real-world problems! Looking forward to spend more time in here following the paths of hard-working and helpful people such as you are! Kudos!</p>",
      "rawMarkdown": "Congrats! It is super exciting and shocking for me that I have just discovered this platform which contributes to the Data Science literature in a way that people are engaged not only by sharing knowledge, but also making them add datasets and even hold/attend competitions for solving real-world problems! Looking forward to spend more time in here following the paths of hard-working and helpful people such as you are! Kudos!",
      "votes": 2,
      "replies": [
        {
          "id": 965658,
          "postDate": "2020-08-10T18:45:49.127Z",
          "content": "<p>Welcome Onur. It's a great community here and a great place to do all things data science.</p>",
          "rawMarkdown": "Welcome Onur. It's a great community here and a great place to do all things data science."
        }
      ]
    },
    {
      "id": 965343,
      "postDate": "2020-08-10T15:10:36.997Z",
      "content": "<p>I started playing PlayStation at age 7, and surfing the internet at age 10! At age 13, I wrote a 20 page paper on how to master the game of Starcraft!</p>",
      "rawMarkdown": "I started playing PlayStation at age 7, and surfing the internet at age 10! At age 13, I wrote a 20 page paper on how to master the game of Starcraft!",
      "votes": 2
    },
    {
      "id": 965284,
      "postDate": "2020-08-10T14:22:22.540Z",
      "content": "<p>The quality of your threads and notebooks is a service to all of us. We should be the ones thanking you :)</p>",
      "rawMarkdown": "The quality of your threads and notebooks is a service to all of us. We should be the ones thanking you :)",
      "votes": 2
    },
    {
      "id": 965177,
      "postDate": "2020-08-10T12:41:59.557Z",
      "content": "<blockquote>\n  <p>Data science has always been my passion. I started programming databases at age 7, and programmed a chat bot at age 10! At age 13, I wrote a 20 page paper on neural networks. I studied math in college and computational science in grad school because data science didn't exist yet.</p>\n</blockquote>\n<p>Damn!! <br>\nBtw, Well deserved! Thanks for teaching us multiple things! Really inspiring!   </p>",
      "rawMarkdown": "&gt; Data science has always been my passion. I started programming databases at age 7, and programmed a chat bot at age 10! At age 13, I wrote a 20 page paper on neural networks. I studied math in college and computational science in grad school because data science didn't exist yet.\n\nDamn!! \nBtw, Well deserved! Thanks for teaching us multiple things! Really inspiring!   \n",
      "votes": 2
    },
    {
      "id": 965149,
      "postDate": "2020-08-10T12:16:38.970Z",
      "content": "<p>congrats, Your shared notebook helped us a lot for improving our skills.</p>\n\n<p>Thanks</p>",
      "rawMarkdown": "congrats, Your shared notebook helped us a lot for improving our skills.\n\nThanks",
      "votes": 2
    },
    {
      "id": 965128,
      "postDate": "2020-08-10T12:02:27.597Z",
      "content": "<p>Congrats <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> your contributions to kaggle community are unbelievable. You are true role model for me!</p>\n<p>Also you were amazing in this competition, your efforts deserve a special reward in my opinion…</p>",
      "rawMarkdown": "Congrats @cdeotte your contributions to kaggle community are unbelievable. You are true role model for me!\n\nAlso you were amazing in this competition, your efforts deserve a special reward in my opinion...",
      "votes": 2,
      "replies": [
        {
          "id": 965660,
          "postDate": "2020-08-10T18:47:30.290Z",
          "content": "<p>Thanks Ertugrul. Your contributions have been wonderful too. Excellent notebooks, analysis and models.</p>",
          "rawMarkdown": "Thanks Ertugrul. Your contributions have been wonderful too. Excellent notebooks, analysis and models.",
          "votes": 2
        }
      ]
    },
    {
      "id": 965092,
      "postDate": "2020-08-10T11:28:19.597Z",
      "content": "<p>A big congratulations. This is my first competition in kaggle and having you as a guide/mentor encouraged me the most. I have found interest in this domain because of how people in these domain help each other in every steps. Special thanks to you and others too. Godspeed.</p>",
      "rawMarkdown": "A big congratulations. This is my first competition in kaggle and having you as a guide/mentor encouraged me the most. I have found interest in this domain because of how people in these domain help each other in every steps. Special thanks to you and others too. Godspeed.",
      "votes": 2
    },
    {
      "id": 965085,
      "postDate": "2020-08-10T11:24:12.870Z",
      "content": "<p>Well deserved <a href=\"/cdeotte\">@cdeotte</a> , you are someone that I look up to. Please do continue to post content, It really helps me and many others like myself to mature to become better data scientists</p>",
      "rawMarkdown": "Well deserved @cdeotte , you are someone that I look up to. Please do continue to post content, It really helps me and many others like myself to mature to become better data scientists",
      "votes": 2
    },
    {
      "id": 965017,
      "postDate": "2020-08-10T10:28:55.077Z",
      "content": "<p><a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> Congrats. I was just waiting to see this, truly a different level. 🔥</p>",
      "rawMarkdown": "@cdeotte Congrats. I was just waiting to see this, truly a different level. 🔥",
      "votes": 2
    },
    {
      "id": 964991,
      "postDate": "2020-08-10T10:03:43.150Z",
      "content": "<p>You are the one whom I admire most on kaggle, very inspirational. Keep up all the good work Chris !!</p>",
      "rawMarkdown": "You are the one whom I admire most on kaggle, very inspirational. Keep up all the good work Chris !!",
      "votes": 2,
      "replies": [
        {
          "id": 965662,
          "postDate": "2020-08-10T18:48:35.770Z",
          "content": "<p>Thank you</p>",
          "rawMarkdown": "Thank you",
          "votes": 1
        }
      ]
    },
    {
      "id": 964934,
      "postDate": "2020-08-10T09:24:52.813Z",
      "content": "<p>My heartfelt congratulations <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a>. <br>\nAs Aristotele said: \"Teaching is the highest form of understanding\". And you, with your teachings, discussions, thoughts, awaken joy in knowledge. Thank you!</p>",
      "rawMarkdown": "My heartfelt congratulations @cdeotte. \nAs Aristotele said: \"Teaching is the highest form of understanding\". And you, with your teachings, discussions, thoughts, awaken joy in knowledge. Thank you!",
      "votes": 2,
      "replies": [
        {
          "id": 965666,
          "postDate": "2020-08-10T18:53:23.460Z",
          "content": "<p>Wonderful quote. I didn't know that one, but it is my new favorite.</p>\n\n<p>It's a paradox how taking the time to teach others helps one learn themselves but it is true.</p>",
          "rawMarkdown": "Wonderful quote. I didn't know that one, but it is my new favorite.\n\nIt's a paradox how taking the time to teach others helps one learn themselves but it is true.",
          "votes": 1
        }
      ]
    },
    {
      "id": 964932,
      "postDate": "2020-08-10T09:24:19.367Z",
      "content": "<p>At age 7 I think <a href=\"https://tenor.com/view/playdoh-simpsons-ralf-gif-10758062\">I was still eating play dough</a>.</p>\n\n<p>Congratulations Chris and thanks for all that you share!</p>",
      "rawMarkdown": "At age 7 I think [I was still eating play dough](https://tenor.com/view/playdoh-simpsons-ralf-gif-10758062).\n\nCongratulations Chris and thanks for all that you share!\n",
      "votes": 2,
      "replies": [
        {
          "id": 965667,
          "postDate": "2020-08-10T18:54:14.883Z",
          "content": "<p>haha, love the GIF.</p>",
          "rawMarkdown": "haha, love the GIF."
        }
      ]
    },
    {
      "id": 964909,
      "postDate": "2020-08-10T08:55:43.757Z",
      "content": "<p>Congrats <a href=\"/cdeotte\">@cdeotte</a> you had been a great teacher in data science next to Andrew Ng and helped out several data science enthusiasts and kagglers. You deserve whatever you got! You are a role model to many kagglers.</p>",
      "rawMarkdown": "Congrats @cdeotte you had been a great teacher in data science next to Andrew Ng and helped out several data science enthusiasts and kagglers. You deserve whatever you got! You are a role model to many kagglers.",
      "votes": 2
    },
    {
      "id": 964903,
      "postDate": "2020-08-10T08:51:36.867Z",
      "content": "<p>Many congratulations! We are blessed to be part of this great community and to be able to learn from amazing kernels created by you.</p>",
      "rawMarkdown": "Many congratulations! We are blessed to be part of this great community and to be able to learn from amazing kernels created by you.",
      "votes": 2
    },
    {
      "id": 964886,
      "postDate": "2020-08-10T08:38:48.813Z",
      "content": "<p>This competition will also be dear to me, marks when I switched over to TensorFlow - all because of your superbly written kernels. Anyone can create a notebook, but to do it with aesthetics, substance and performance is an incredibly rare skill. When the final results are out, an interesting discussion could be to see the highest rank by someone not using your datasets.</p>\n\n<p>This competition will always be synonymous to you. Thanks a lot for generating all the baselines that helped improve the performance of the group as a whole. </p>",
      "rawMarkdown": "This competition will also be dear to me, marks when I switched over to TensorFlow - all because of your superbly written kernels. Anyone can create a notebook, but to do it with aesthetics, substance and performance is an incredibly rare skill. When the final results are out, an interesting discussion could be to see the highest rank by someone not using your datasets.\n\nThis competition will always be synonymous to you. Thanks a lot for generating all the baselines that helped improve the performance of the group as a whole. ",
      "votes": 2,
      "replies": [
        {
          "id": 965675,
          "postDate": "2020-08-10T18:56:50.737Z",
          "content": "<p>Thanks Rohit. By publishing notebooks with \"aesthetics, substance and performance\", i wish to show others the beauty of data science.</p>",
          "rawMarkdown": "Thanks Rohit. By publishing notebooks with \"aesthetics, substance and performance\", i wish to show others the beauty of data science.",
          "votes": 1
        }
      ]
    },
    {
      "id": 964881,
      "postDate": "2020-08-10T08:35:47.267Z",
      "content": "<p>This is a very well deserved and shows a tremendous amount of work you were doing by sharing your knowledge with others, congratulations!! </p>",
      "rawMarkdown": "This is a very well deserved and shows a tremendous amount of work you were doing by sharing your knowledge with others, congratulations!! ",
      "votes": 2
    },
    {
      "id": 964878,
      "postDate": "2020-08-10T08:33:47.400Z",
      "content": "<p>The Incredible Chris!<br>\nAre you from this Planet?<br>\nCongrats on your Unquestionable Triple Top-1<br>\nThanks for your Contributions!</p>",
      "rawMarkdown": "The Incredible Chris!\nAre you from this Planet?\nCongrats on your Unquestionable Triple Top-1\nThanks for your Contributions!\n",
      "votes": 2,
      "replies": [
        {
          "id": 965676,
          "postDate": "2020-08-10T18:57:07.830Z",
          "content": "<p>haha, thanks Manuel</p>",
          "rawMarkdown": "haha, thanks Manuel"
        }
      ]
    },
    {
      "id": 964823,
      "postDate": "2020-08-10T07:45:07.027Z",
      "content": "<p>Congratulations. your consistent effort gives back the results. by posting this you gave us 2 things.\n1. by sharing your work in notebooks and topics, you are sharing the knowledge to the world. so that they can learn\n2. To work hard to achieve more.</p>",
      "rawMarkdown": "Congratulations. your consistent effort gives back the results. by posting this you gave us 2 things.\n1. by sharing your work in notebooks and topics, you are sharing the knowledge to the world. so that they can learn\n2. To work hard to achieve more.",
      "votes": 2
    },
    {
      "id": 964802,
      "postDate": "2020-08-10T07:20:22.880Z",
      "content": "<p><a href=\"/cdeotte\">@cdeotte</a>  I have immense respect for you, your work really inspires me. The love and passion for datascience is clearly reflected in your notebooks/discussions. Thanks a lot for everthing Chris.</p>",
      "rawMarkdown": "@cdeotte  I have immense respect for you, your work really inspires me. The love and passion for datascience is clearly reflected in your notebooks/discussions. Thanks a lot for everthing Chris.",
      "votes": 2,
      "replies": [
        {
          "id": 965677,
          "postDate": "2020-08-10T18:57:41.103Z",
          "content": "<p>Thank you Ankit</p>",
          "rawMarkdown": "Thank you Ankit",
          "votes": 1
        }
      ]
    },
    {
      "id": 964790,
      "postDate": "2020-08-10T07:06:47.450Z",
      "content": "<p>Congratulations Chris and you deserve it. You are so much helpful to the community. Thank you.</p>",
      "rawMarkdown": "Congratulations Chris and you deserve it. You are so much helpful to the community. Thank you.",
      "votes": 2
    },
    {
      "id": 964767,
      "postDate": "2020-08-10T06:42:31.880Z",
      "content": "<p>Each one of these first places is totally deserved: you are the most inspirational kaggler by far!</p>",
      "rawMarkdown": "Each one of these first places is totally deserved: you are the most inspirational kaggler by far!",
      "votes": 2
    },
    {
      "id": 964723,
      "postDate": "2020-08-10T05:57:09.320Z",
      "content": "<p>Actually you deserve this, You are so helpful for me and many other Kagglers!</p>",
      "rawMarkdown": "Actually you deserve this, You are so helpful for me and many other Kagglers!",
      "votes": 2
    },
    {
      "id": 964718,
      "postDate": "2020-08-10T05:50:24.897Z",
      "content": "<p>You being so helpful and inspirational for me and many other Kagglers!\nThank you for your great effort and goodluck for Private LB!</p>",
      "rawMarkdown": "You being so helpful and inspirational for me and many other Kagglers!\nThank you for your great effort and goodluck for Private LB!",
      "votes": 2
    },
    {
      "id": 972525,
      "postDate": "2020-08-16T16:03:04.227Z",
      "content": "<p>Congratulations!</p>",
      "rawMarkdown": "Congratulations!"
    },
    {
      "id": 972523,
      "postDate": "2020-08-16T16:02:38.727Z",
      "content": "<p>Congratulations. Learning many things from your work.</p>",
      "rawMarkdown": "Congratulations. Learning many things from your work."
    },
    {
      "id": 973712,
      "postDate": "2020-08-17T13:23:39.803Z",
      "content": "<p>This is awesome, if someone deserve this it's you!</p>",
      "rawMarkdown": "This is awesome, if someone deserve this it's you!",
      "votes": 1
    },
    {
      "id": 3465501,
      "postDate": "2026-06-02T05:00:50.977Z",
      "content": "<p>Congratulations <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> for this. This is my inspiration and you have set a goal for me. Thanks a lot!\n I shall be consistent and will give my best! </p>",
      "rawMarkdown": "Congratulations @cdeotte for this. This is my inspiration and you have set a goal for me. Thanks a lot!\n I shall be consistent and will give my best! \n"
    },
    {
      "id": 3408642,
      "postDate": "2026-02-21T03:05:41.737Z",
      "content": "<p>Congratulations Chris the very impressive &amp; Motivation </p>",
      "rawMarkdown": "Congratulations Chris the very impressive & Motivation "
    },
    {
      "id": 3366471,
      "postDate": "2025-12-07T18:29:19.723Z",
      "content": "<p>Very impressive &amp; motivating</p>",
      "rawMarkdown": "Very impressive & motivating"
    },
    {
      "id": 3366371,
      "postDate": "2025-12-07T17:27:32.187Z",
      "content": "<p>Wow  very impressive, congrats</p>",
      "rawMarkdown": "Wow  very impressive, congrats"
    },
    {
      "id": 3115295,
      "postDate": "2025-02-04T17:12:46.833Z",
      "content": "<p><a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> Congrats Chirs!!! I hope we can see you at Rank 1 in all tiers soon. All your works are incredible and valuable.</p>",
      "rawMarkdown": "@cdeotte Congrats Chirs!!! I hope we can see you at Rank 1 in all tiers soon. All your works are incredible and valuable."
    },
    {
      "id": 3107952,
      "postDate": "2025-01-27T06:55:05.193Z",
      "content": "<p>That's really very impressive!! Congratulations !! Keep going!!</p>",
      "rawMarkdown": "That's really very impressive!! Congratulations !! Keep going!!"
    },
    {
      "id": 3107063,
      "postDate": "2025-01-25T21:11:21.213Z",
      "content": "<p>Congrats! Chris</p>",
      "rawMarkdown": "Congrats! Chris"
    },
    {
      "id": 3004643,
      "postDate": "2024-10-02T04:59:47.857Z",
      "content": "<p>Chris, your work on Kaggle has been incredibly inspiring—your contributions still motivate me, even after four years!</p>",
      "rawMarkdown": "Chris, your work on Kaggle has been incredibly inspiring—your contributions still motivate me, even after four years!"
    },
    {
      "id": 2917805,
      "postDate": "2024-07-11T19:45:27.340Z",
      "content": "<p>Hey <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> -- in case you haven't seen it yet… ISIC is hosting another melanoma challenge on Kaggle:</p>\n<p><a href=\"https://www.kaggle.com/competitions/isic-2024-challenge/overview\" target=\"_blank\">https://www.kaggle.com/competitions/isic-2024-challenge/overview</a></p>\n<p>Somehow I imagine your wisdom could -- again -- improve the performance overall :)</p>",
      "rawMarkdown": "Hey @cdeotte -- in case you haven't seen it yet... ISIC is hosting another melanoma challenge on Kaggle:\n\nhttps://www.kaggle.com/competitions/isic-2024-challenge/overview\n\nSomehow I imagine your wisdom could -- again -- improve the performance overall :)"
    },
    {
      "id": 2872376,
      "postDate": "2024-06-14T18:29:30.243Z",
      "content": "<p>Very impressive</p>",
      "rawMarkdown": "Very impressive\n\n"
    },
    {
      "id": 2671783,
      "postDate": "2024-02-27T17:37:42.353Z",
      "content": "<p>Congratulations , I wish you more success </p>",
      "rawMarkdown": "Congratulations , I wish you more success "
    },
    {
      "id": 2430716,
      "postDate": "2023-09-09T14:21:45.810Z",
      "content": "<p>Thank you for everything. It means a lot!❤️❤️❤️</p>",
      "rawMarkdown": "Thank you for everything. It means a lot!❤️❤️❤️"
    },
    {
      "id": 2381429,
      "postDate": "2023-08-09T07:33:49.157Z",
      "content": "<p><a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> Great achievement !! very impressive and motivating for us &lt;3</p>",
      "rawMarkdown": "@cdeotte Great achievement !! very impressive and motivating for us <3"
    },
    {
      "id": 2279238,
      "postDate": "2023-05-29T07:52:09.120Z",
      "content": "<p>Hi <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a>,</p>\n<p>Thank you for all your contributions. Your ranks are much deserved.</p>",
      "rawMarkdown": "Hi @cdeotte,\n\nThank you for all your contributions. Your ranks are much deserved."
    },
    {
      "id": 970052,
      "postDate": "2020-08-14T06:46:22.690Z",
      "content": "<p>Congratulations!</p>",
      "rawMarkdown": "Congratulations!"
    },
    {
      "id": 967531,
      "postDate": "2020-08-12T10:08:23.317Z",
      "content": "<p>much to learn from this man</p>",
      "rawMarkdown": "much to learn from this man"
    },
    {
      "id": 2430819,
      "postDate": "2023-09-09T15:54:35.033Z",
      "rawMarkdown": "",
      "isDeleted": true
    },
    {
      "id": 2355544,
      "postDate": "2023-07-23T12:43:18.483Z",
      "rawMarkdown": "",
      "isDeleted": true
    },
    {
      "id": 1872832,
      "postDate": "2022-07-27T09:06:44.307Z",
      "rawMarkdown": "",
      "isDeleted": true
    },
    {
      "id": 1767414,
      "postDate": "2022-04-25T10:51:58.190Z",
      "rawMarkdown": "",
      "isDeleted": true
    },
    {
      "id": 1153319,
      "postDate": "2021-01-14T19:12:04.910Z",
      "rawMarkdown": "",
      "isDeleted": true
    },
    {
      "id": 1062809,
      "postDate": "2020-10-28T07:57:20.867Z",
      "rawMarkdown": "",
      "isDeleted": true
    },
    {
      "id": 988431,
      "postDate": "2020-08-28T03:47:05.277Z",
      "rawMarkdown": "",
      "isDeleted": true
    },
    {
      "id": 986692,
      "postDate": "2020-08-26T17:34:50.680Z",
      "rawMarkdown": "",
      "isDeleted": true
    },
    {
      "id": 981055,
      "postDate": "2020-08-22T06:17:43.647Z",
      "rawMarkdown": "",
      "isDeleted": true
    },
    {
      "id": 978516,
      "postDate": "2020-08-20T08:21:56.593Z",
      "rawMarkdown": "",
      "votes": 1,
      "isDeleted": true
    },
    {
      "id": 973711,
      "postDate": "2020-08-17T13:23:30.947Z",
      "content": "<p>Congrats. Nice work</p>",
      "rawMarkdown": "Congrats. Nice work",
      "votes": 1,
      "isDeleted": true
    },
    {
      "id": 971912,
      "postDate": "2020-08-16T04:25:03.723Z",
      "rawMarkdown": "",
      "isDeleted": true
    },
    {
      "id": 969802,
      "postDate": "2020-08-14T00:39:24.697Z",
      "rawMarkdown": "",
      "votes": 1,
      "isDeleted": true
    },
    {
      "id": 969390,
      "postDate": "2020-08-13T16:44:49.577Z",
      "rawMarkdown": "",
      "votes": 1,
      "isDeleted": true
    },
    {
      "id": 966527,
      "postDate": "2020-08-11T13:51:29.083Z",
      "rawMarkdown": "",
      "votes": 2,
      "isDeleted": true
    },
    {
      "id": 966360,
      "postDate": "2020-08-11T11:11:18.230Z",
      "rawMarkdown": "",
      "votes": 2,
      "isDeleted": true,
      "replies": [
        {
          "id": 967094,
          "postDate": "2020-08-11T23:17:11.110Z",
          "content": "<p>haha, thanks Nico</p>",
          "rawMarkdown": "haha, thanks Nico"
        },
        {
          "id": 968236,
          "postDate": "2020-08-12T19:35:50.753Z",
          "rawMarkdown": "",
          "votes": 1,
          "isDeleted": true
        }
      ]
    },
    {
      "id": 965964,
      "postDate": "2020-08-11T02:48:30.303Z",
      "rawMarkdown": "",
      "votes": 3,
      "isDeleted": true,
      "replies": [
        {
          "id": 967096,
          "postDate": "2020-08-11T23:18:01.397Z",
          "content": "<p>Wow impressive <a href=\"https://www.kaggle.com/synked\" target=\"_blank\">@synked</a> , Keep up the great work!</p>",
          "rawMarkdown": "Wow impressive @synked , Keep up the great work!",
          "votes": 1
        },
        {
          "id": 967182,
          "postDate": "2020-08-12T04:06:17.833Z",
          "rawMarkdown": "",
          "votes": 1,
          "isDeleted": true
        }
      ]
    },
    {
      "id": 965439,
      "postDate": "2020-08-10T16:24:41.643Z",
      "rawMarkdown": "",
      "votes": 1,
      "isDeleted": true
    },
    {
      "id": 964775,
      "postDate": "2020-08-10T06:50:39.750Z",
      "content": "<p>learn a lot from you,thank you!</p>",
      "rawMarkdown": "learn a lot from you,thank you!",
      "votes": 1
    },
    {
      "id": 967377,
      "postDate": "2020-08-12T08:02:56.553Z",
      "content": "<p>thank you very much</p>",
      "rawMarkdown": "thank you very much",
      "votes": 2
    },
    {
      "id": 966591,
      "postDate": "2020-08-11T14:48:16.750Z",
      "content": "<p>Thanks for you hard work</p>",
      "rawMarkdown": "Thanks for you hard work",
      "votes": 2
    },
    {
      "id": 968449,
      "postDate": "2020-08-13T03:15:17.553Z",
      "content": "<p>Thanks for sharing</p>",
      "rawMarkdown": "Thanks for sharing",
      "votes": -1
    },
    {
      "id": 968352,
      "postDate": "2020-08-12T23:18:40.213Z",
      "content": "<p>Thanks for sharing</p>",
      "rawMarkdown": "Thanks for sharing",
      "votes": -1
    },
    {
      "id": 967372,
      "postDate": "2020-08-12T07:55:01.903Z",
      "content": "<p>nice thank you</p>",
      "rawMarkdown": "nice thank you",
      "votes": -1
    },
    {
      "id": 2226840,
      "postDate": "2023-04-19T09:15:00.133Z",
      "content": "<p>thanks for your data</p>",
      "rawMarkdown": "thanks for your data"
    },
    {
      "id": 969196,
      "postDate": "2020-08-13T14:40:02.980Z",
      "content": "<p>Thanks for sharing</p>",
      "rawMarkdown": "Thanks for sharing"
    },
    {
      "id": 968010,
      "postDate": "2020-08-12T16:22:57.393Z",
      "content": "<p>Thanks for sharing these notebooks</p>",
      "rawMarkdown": "Thanks for sharing these notebooks"
    },
    {
      "id": 966332,
      "postDate": "2020-08-11T10:34:23.713Z",
      "content": "<p>Thanks!!</p>",
      "rawMarkdown": "Thanks!!"
    }
  ],
  "comments": [
    {
      "id": 2107805,
      "author_name": "PRASHANT SHUKLA91",
      "author_url": "",
      "post_date": "2023-01-20T04:56:01.810000",
      "content": "<p><strong>Very impressive &amp; motivating</strong>.</p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 2088131,
      "author_name": "Dr. Asif Khan",
      "author_url": "",
      "post_date": "2023-01-06T05:10:42.197000",
      "content": "<p>Grt, This is very impressive and inspiring.</p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 2033509,
      "author_name": "Jyotirmoy Dey",
      "author_url": "",
      "post_date": "2022-11-17T10:00:14.740000",
      "content": "<p>Congratulations, Chris! Keep inspiring.</p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 965432,
      "author_name": "Konstantin Yakovlev",
      "author_url": "",
      "post_date": "2020-08-10T16:15:41.583000",
      "content": "<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F2405813%2Fc2ca36655dfbd1f22d630b93d1a0b419%2Fkaggle_7.png?generation=1597076126036301&amp;alt=media\" alt=\"\"></p>\n\n<p>Congratulations!</p>",
      "votes": 25,
      "replies": []
    },
    {
      "id": 1773171,
      "author_name": "💥Alien💥",
      "author_url": "",
      "post_date": "2022-04-30T23:41:41.187000",
      "content": "<p>This is very impressive and inspiring for me.</p>",
      "votes": 3,
      "replies": [
        {
          "id": 1799414,
          "author_name": "Chris Deotte",
          "author_url": "",
          "post_date": "2022-05-23T23:51:47.220000",
          "content": "<p>Thank you    </p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 968294,
      "author_name": "Gabriel Preda",
      "author_url": "",
      "post_date": "2020-08-12T20:52:31.563000",
      "content": "<p>I remember that around two years ago, one very polite new Kaggler was commenting positively to one of my CNN kernels. Intrigued by his <code>right to the point</code> comment, I started to follow his work and  I soon discovered his carefully crafted solutions to popular competitions and datasets like Titanic or MNIST. </p>\n\n<p>His determination to improve the solutions for that classical problems was showing not only his passion for data science but also his very good learning method - start with something simple, refine it step by step and gradually get a close-to-perfection solution, while improving his skills and knowledge in the process. </p>\n\n<p>Every time when I see a new milestone reached by Chris Deotte, my initial good impression about him is confirmed. </p>\n\n<p>In time, Chris became a tremendous contributor to the community, especially in competitions, providing generously so many insights to others, with crystal-clear process displayed in Notebooks and useful explanations in comments (some of his comments provide more insight than a full online lecture on subjects like <code>feature engineering</code>, for example). </p>\n\n<p>Congratulations for this tremendous achievement, the position is well deserved!</p>",
      "votes": 19,
      "replies": []
    },
    {
      "id": 964749,
      "author_name": "Psi",
      "author_url": "",
      "post_date": "2020-08-10T06:27:21.257000",
      "content": "<p>Big congrats <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> - you are a role model to many here, thanks for that!</p>",
      "votes": 12,
      "replies": [
        {
          "id": 965690,
          "author_name": "Chris Deotte",
          "author_url": "",
          "post_date": "2020-08-10T19:04:57.153000",
          "content": "<p>Thank you Psi. I am repeatedly inspired by your creative top performing models.</p>",
          "votes": 1,
          "replies": []
        }
      ]
    },
    {
      "id": 1767450,
      "author_name": "Bala Baskar",
      "author_url": "",
      "post_date": "2022-04-25T11:16:20.110000",
      "content": "<p>Hi <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a>, congratulations and a big salute to you for this achievement. You are a true inspiration and one of the many kagglers who create value here and make Kaggle, a wonderful place for learning data science. Thank you for doing so. </p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 965974,
      "author_name": "Md Fahim",
      "author_url": "",
      "post_date": "2020-08-11T02:55:44.050000",
      "content": "<p>Congratulations  <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a>  sir, 😍<br>\nI've leaned a lot form your notebooks and discussion topics and still learning.  I still remember  few months ago I was very much noob at Kaggle and became depressed as I could not cope up with Kaggle. I was taking a decision to <strong>leave</strong> the Kaggle platform.😧 <br>\nBut fortunately, I saw your amazing kernel [<a href=\"https://www.kaggle.com/cdeotte/25-million-images-0-99757-mnist]\" target=\"_blank\">https://www.kaggle.com/cdeotte/25-million-images-0-99757-mnist]</a>.<br>\nFirst time I felt that there is something I know in Kaggle and the models are looking familiar with  my knowledge. As a result, I changed my decision. Now, I am a regular Kaggle user. 😊 <br>\nThank you so much sir  💚</p>",
      "votes": 9,
      "replies": [
        {
          "id": 966003,
          "author_name": "Chris Deotte",
          "author_url": "",
          "post_date": "2020-08-11T03:44:26.153000",
          "content": "<p>That's wonderful. I'm glad you stayed.</p>",
          "votes": 1,
          "replies": []
        }
      ]
    },
    {
      "id": 965505,
      "author_name": "xhlulu",
      "author_url": "",
      "post_date": "2020-08-10T17:20:47.750000",
      "content": "<p>Congratulations! It's so great to see you share your knowledge on advanced subjects and latest technologies (TPUs, UMAP, RAPIDS, etc.). It's thanks to you that so many Kagglers can attain valuable skills and apply them in roles in Data Scientist, ML engineers, etc.</p>",
      "votes": 9,
      "replies": [
        {
          "id": 965657,
          "author_name": "Chris Deotte",
          "author_url": "",
          "post_date": "2020-08-10T18:44:42.920000",
          "content": "<p>Thanks xhlulu. I'm a big fan of your work. I've used your notebooks in previous competitions. Congrats on winning TPU Star in Toxic Comp.</p>",
          "votes": 5,
          "replies": []
        }
      ]
    },
    {
      "id": 969766,
      "author_name": "johnny",
      "author_url": "",
      "post_date": "2020-08-13T23:16:18.440000",
      "content": "<p>Congratulations! I don't know if you already do, but I think you should have a YouTube channel. I am pretty sure there are tons of people who would absolutely love to learn from you.</p>",
      "votes": 10,
      "replies": [
        {
          "id": 969776,
          "author_name": "Chris Deotte",
          "author_url": "",
          "post_date": "2020-08-13T23:44:38.470000",
          "content": "<p>Thank you. I will consider it.</p>",
          "votes": 3,
          "replies": []
        },
        {
          "id": 974263,
          "author_name": "Yassine Alouini",
          "author_url": "",
          "post_date": "2020-08-17T20:51:49.073000",
          "content": "<p>Or at least a book. ;)</p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 964983,
      "author_name": "Mobassir",
      "author_url": "",
      "post_date": "2020-08-10T09:59:17.240000",
      "content": "<p><strong>started programming databases at age 7</strong> \ni used to eat mud at that age :D\ncongratulations  sir\nrichly deserved\nplease make #1 for  competition tier too,  i believe you can do it  within 1 or 2 years!\nbecause i watched your CTDS.show interview\nit seems like you do not sleep well :D\nthank you for all the wisdom sir\nhope  you won't stop kaggling :)\nyou are a great teacher in kaggle :)</p>",
      "votes": 10,
      "replies": [
        {
          "id": 965665,
          "author_name": "Chris Deotte",
          "author_url": "",
          "post_date": "2020-08-10T18:51:49.193000",
          "content": "<p>Thanks Mobassir. You are a great teacher too. Your notebooks are excellent. You always go above and beyond and your passion shines through. In addition to great data science you give a complete explanation of the competition topic. If I want to understand a new comp, i know i can read your notebooks and get up to speed quickly.</p>",
          "votes": 6,
          "replies": []
        }
      ]
    },
    {
      "id": 1768074,
      "author_name": "",
      "author_url": "",
      "post_date": "2022-04-26T00:09:20.423000",
      "content": "<p>Chris when are you starting a Youtube?</p>",
      "votes": 2,
      "replies": []
    },
    {
      "id": 964904,
      "author_name": "CPMP",
      "author_url": "",
      "post_date": "2020-08-10T08:52:05.383000",
      "content": "<p>Congrats on this amazing achievement!  Sorry to see Kaggle thinks you are a bot, hope they will sort it out.<br>\nYou passed me like a rocket in discussions for sure. I doubt I'll move back to top there.</p>",
      "votes": 8,
      "replies": [
        {
          "id": 965670,
          "author_name": "Chris Deotte",
          "author_url": "",
          "post_date": "2020-08-10T18:54:48.727000",
          "content": "<p>Thanks CPMP</p>",
          "votes": 1,
          "replies": []
        }
      ]
    },
    {
      "id": 964777,
      "author_name": "Gilles Vandewiele",
      "author_url": "",
      "post_date": "2020-08-10T06:50:54.840000",
      "content": "<p>Huge congratulations Chris. The #1 spot is more than deserved!</p>\n\n<p>When do you think you'll be #1 in competitions? ;)</p>",
      "votes": 5,
      "replies": []
    },
    {
      "id": 964736,
      "author_name": "Julia Elliott",
      "author_url": "",
      "post_date": "2020-08-10T06:10:47.467000",
      "content": "<p>Congrats, <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> — Very sorry about the rate limiting issue. I haven’t seen this before. I’ve notified the team and hope it will be resolved as soon as they’re back online in the morning. </p>",
      "votes": 5,
      "replies": []
    },
    {
      "id": 964713,
      "author_name": "Trigram",
      "author_url": "",
      "post_date": "2020-08-10T05:45:53.587000",
      "content": "<p>You've been helpful to all of us in every single competition you've been. Even looking through previous comps such as Microsoft Malware, I've seen your influence. And especially in Liverpool competition, your sharings and works with RAPIDS have been invaluable to most of us. So yes, I feel that we too should thank you for how much you've shared with us.</p>",
      "votes": 5,
      "replies": [
        {
          "id": 965686,
          "author_name": "Chris Deotte",
          "author_url": "",
          "post_date": "2020-08-10T19:03:29.593000",
          "content": "<p>Thanks Trigram. Your contributions in Ion Comp were very helpful.</p>",
          "votes": 2,
          "replies": []
        }
      ]
    },
    {
      "id": 976108,
      "author_name": "",
      "author_url": "",
      "post_date": "2020-08-18T16:33:29.107000",
      "content": "<p>Congrats you are inspiring a lot to young data scientist</p>",
      "votes": 6,
      "replies": [
        {
          "id": 977795,
          "author_name": "Chris Deotte",
          "author_url": "",
          "post_date": "2020-08-19T17:54:21.863000",
          "content": "<p>Thank you.  </p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 966588,
      "author_name": "Aleksandr  Larko",
      "author_url": "",
      "post_date": "2020-08-11T14:45:42.743000",
      "content": "<p>Each one of these first places is totally deserved: you are the most inspirational kaggler by far!\ncongrats :)</p>",
      "votes": 6,
      "replies": [
        {
          "id": 967091,
          "author_name": "Chris Deotte",
          "author_url": "",
          "post_date": "2020-08-11T23:16:05.487000",
          "content": "<p>Thanks Alexander</p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 964919,
      "author_name": "Serigne ",
      "author_url": "",
      "post_date": "2020-08-10T09:08:25.650000",
      "content": "<p>Congrats <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> . It's very well deserved. It's impressive the number of things one could learn by reading your topics. </p>\n<p>P.S : I would be surprised if kaggle had never tried to recruit you as their Principal Data Science Educator ^^</p>",
      "votes": 6,
      "replies": [
        {
          "id": 965668,
          "author_name": "Chris Deotte",
          "author_url": "",
          "post_date": "2020-08-10T18:54:34.053000",
          "content": "<p>Thank you Serigne</p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 1450813,
      "author_name": "Subham Surana",
      "author_url": "",
      "post_date": "2021-08-05T07:24:11.117000",
      "content": "<p>Congratulations <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> 🎉🎉<br>\nI too recently started using Kaggle (thanks to 30 Days of ML Challenge) and I'm in love with this community here. I wish I could also achieve something like you <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a>. I'll be following you from now on to learn more and if possible can u share your <strong>secret sauce</strong> 😁</p>\n<p>I've also started posting some <strong>Datasets and Topics</strong>, hope you all like them 😊</p>\n<p>Do <strong>UPVOTE</strong> if you like any of my contributions, it will help me contribute more to this amazing community💕<br>\n<strong>Happy Kaggling :)</strong></p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 1340784,
      "author_name": "Sohail Ahmed",
      "author_url": "",
      "post_date": "2021-06-08T09:02:21.310000",
      "content": "<p>Nice Words. I am new to Data Science. will keep you following to learn more.</p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 1325138,
      "author_name": "Kishore S",
      "author_url": "",
      "post_date": "2021-05-27T14:21:09.180000",
      "content": "<p>Congrats <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> !</p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 1319619,
      "author_name": "Madhu Dubey",
      "author_url": "",
      "post_date": "2021-05-23T11:29:50.340000",
      "content": "<p>I recently started my journey on Kaggle🤘 and I've already love this community, today I'd found your profile and read your story, is really impressive and inspirational💯. Thanks for shared your knowledge, I'll keep improve myself on this amazing field.</p>",
      "votes": 1,
      "replies": [
        {
          "id": 1319697,
          "author_name": "Chris Deotte",
          "author_url": "",
          "post_date": "2021-05-23T12:45:34.010000",
          "content": "<p>Awesome. Welcome to the field of data science!</p>",
          "votes": 1,
          "replies": []
        }
      ]
    },
    {
      "id": 1290021,
      "author_name": "Yasir Hussein Shakir",
      "author_url": "",
      "post_date": "2021-05-01T15:02:40.317000",
      "content": "<p>Congratulations and keep it up! <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> 👍</p>\n<p><img src=\"https://t3.ftcdn.net/jpg/02/80/01/64/360_F_280016442_I5DcWCRT7JTr5Ut86a9VvqNoOfDt854G.jpg\"></p>",
      "votes": 1,
      "replies": [
        {
          "id": 1319698,
          "author_name": "Chris Deotte",
          "author_url": "",
          "post_date": "2021-05-23T12:45:55.003000",
          "content": "<p>Thanks!        </p>",
          "votes": 1,
          "replies": []
        }
      ]
    },
    {
      "id": 1289486,
      "author_name": "Dhruvil Dave",
      "author_url": "",
      "post_date": "2021-05-01T04:06:38.020000",
      "content": "<p>This is really impressive and inspiring! Congratulations <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a> !</p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 1282225,
      "author_name": "Siva",
      "author_url": "",
      "post_date": "2021-04-23T17:22:06.777000",
      "content": "<p>Impressive ! Congratulations  Chris !!</p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 1279245,
      "author_name": "Mani Sarkar",
      "author_url": "",
      "post_date": "2021-04-20T18:32:32.453000",
      "content": "<p>Well done and well earned Chris!</p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 1276109,
      "author_name": "Romel Correa",
      "author_url": "",
      "post_date": "2021-04-17T06:23:29.540000",
      "content": "<p>Hello everyone. I joined kaggle recently and I'm a beginner in data science. I have some experience programming in C and using PostgreSQL and GNU/Linux. In 2013, I completed Andrew Ng's machine learning course in coursera, so I learned basic ML and octave. I am very interested in using ML to predict bathymetry using satellite imagery and some depth data. </p>\n<p>Congratulations Chris on your kaggle status. Your experience in data science is really admirable, and it certainly contributed to where you are now. I'm thankful for kaggle for providing the platform to at least interract with people like you. It really inspires me to explore data science more. Have a nice day!</p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 971613,
      "author_name": "",
      "author_url": "",
      "post_date": "2020-08-15T18:16:34.393000",
      "content": "",
      "votes": 3,
      "replies": [
        {
          "id": 971870,
          "author_name": "",
          "author_url": "",
          "post_date": "2020-08-16T02:55:52.387000",
          "content": "",
          "votes": 1,
          "replies": []
        }
      ]
    },
    {
      "id": 969103,
      "author_name": "",
      "author_url": "",
      "post_date": "2020-08-13T13:07:21.920000",
      "content": "",
      "votes": 3,
      "replies": []
    },
    {
      "id": 967707,
      "author_name": "",
      "author_url": "",
      "post_date": "2020-08-12T12:57:32.847000",
      "content": "",
      "votes": 3,
      "replies": [
        {
          "id": 968892,
          "author_name": "",
          "author_url": "",
          "post_date": "2020-08-13T10:19:22.370000",
          "content": "",
          "votes": 3,
          "replies": []
        },
        {
          "id": 968964,
          "author_name": "",
          "author_url": "",
          "post_date": "2020-08-13T11:26:11.240000",
          "content": "",
          "votes": 2,
          "replies": []
        }
      ]
    },
    {
      "id": 965241,
      "author_name": "",
      "author_url": "",
      "post_date": "2020-08-10T13:43:41.300000",
      "content": "",
      "votes": 3,
      "replies": [
        {
          "id": 965913,
          "author_name": "",
          "author_url": "",
          "post_date": "2020-08-11T00:53:58.653000",
          "content": "",
          "votes": 1,
          "replies": []
        }
      ]
    },
    {
      "id": 965100,
      "author_name": "",
      "author_url": "",
      "post_date": "2020-08-10T11:37:47.630000",
      "content": "",
      "votes": 3,
      "replies": [
        {
          "id": 965661,
          "author_name": "",
          "author_url": "",
          "post_date": "2020-08-10T18:48:11.180000",
          "content": "",
          "votes": 2,
          "replies": []
        }
      ]
    },
    {
      "id": 965029,
      "author_name": "",
      "author_url": "",
      "post_date": "2020-08-10T10:38:02.240000",
      "content": "",
      "votes": 3,
      "replies": []
    },
    {
      "id": 967796,
      "author_name": "",
      "author_url": "",
      "post_date": "2020-08-12T14:11:32",
      "content": "",
      "votes": 4,
      "replies": [
        {
          "id": 968194,
          "author_name": "",
          "author_url": "",
          "post_date": "2020-08-12T18:59:47.113000",
          "content": "",
          "votes": 1,
          "replies": []
        }
      ]
    },
    {
      "id": 966547,
      "author_name": "",
      "author_url": "",
      "post_date": "2020-08-11T14:09:22.833000",
      "content": "",
      "votes": 4,
      "replies": [
        {
          "id": 967092,
          "author_name": "",
          "author_url": "",
          "post_date": "2020-08-11T23:16:44.533000",
          "content": "",
          "votes": 4,
          "replies": []
        }
      ]
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      "author_name": "",
      "author_url": "",
      "post_date": "2020-08-10T12:49:43.550000",
      "content": "",
      "votes": 4,
      "replies": [
        {
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          "author_name": "",
          "author_url": "",
          "post_date": "2020-08-10T18:46:29.630000",
          "content": "",
          "votes": 2,
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        },
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          "author_url": "",
          "post_date": "2020-08-10T19:33:26.477000",
          "content": "",
          "votes": 2,
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      "votes": 1,
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      "post_date": "2021-02-06T19:32:08.023000",
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      "votes": 1,
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      "votes": 1,
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      "post_date": "2020-12-08T23:00:01.460000",
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      "votes": 1,
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      "votes": 1,
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    "964707": "# What a Surprise!\nI was very excited Saturday morning when I awoke and saw that you all voted me 1st place in Datasets, 1st place in Notebooks, and 1st place in Discussions! Thank you Kagglers for your support \n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F1723677%2F1f0e3b06254e403b7e8f04bbf9368efd%2Fttt.png?generation=1597287853568360&alt=media)\n\nData science has always been my passion. I started programming databases at age 7, and programmed a chat bot at age 10! At age 13, I wrote a 20 page paper on neural networks. I studied math in college and computational science in grad school because data science didn't exist yet.\n\nFinding Kaggle 2 years ago was a dream come true. I found a world of people who love to talk and do data science. I have enjoyed everyday collaborating with you! The past `730 = 365 * 2` days have been great!\n\n# Melanoma Comp\nMelanoma comp has been fun. This comp will always be special. It was during this comp that I became quadruple grandmaster. And it was during this comp that I became first in datasets and first in discussions. Thank you\n\n# Discussions\nI have tried hard to share what knowledge I could. [Last year's solution][19] was an ensemble that used images of different sizes and used both meta data and image data. Additionally i posted discussions about the test data, how to approach an image comp, and info on upsampling.\n* [CNN Input Size Explained][1]\n* [Use Both Image Data and Tabular Data][2]\n* [Mystery Images - RAPIDS cuML TSNE][8]\n* [10 Potential Private Test Leaks][9]\n* [How to Compete with GPU/TPU][10]\n* [Upsampling Malignant Improves AUC 0.003!][11]\n\n# Notebooks\nA good validation scheme is very important in Kaggle comps. Also preprocess, data augmentation, and upsample are important. Lastly I showed a few tricks using RAPIDS cuML kNN with image embeddings.\n* [Triple Stratified KFolds with TFRecords][3]\n* [How To Create TFRecords][4]\n* [TFRecords Experiments - Upsample and Coarse Dropout][5]\n* [RAPIDS cuML kNN - Find Duplicates][6]\n* [Image and Tabular Data - 0.915][7]\n\n# Datasets\nThe data we train our models with is important. Below are the datasets that I am using for my models. I have shared everything with you.\n### 2020 Comp Data\n* [Triple Stratified Leak Free KFold][15]\n* [TFRecords 768x768, 512x512, 384x384 With Meta Data][12]\n* [PyTorch JPEGS 768, 512, 384, 256 - TensorFlow - JPEGS][13]\n### 2019 2018 2017 Comp Data\n* [How To Use Last Years 2019 Comp Data (and 2018 2017)][14]\n### More Malignant Data\n* [How To Upsample Malignant - TFRecords - JPEGS][16]\n\n# Good Luck Everyone!\nWe have one week left in Melanoma Comp. It's exciting and scary! I wish everyone good luck on the private leaderboard.\n\n[1]: https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/160147\n[2]: https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/155251\n[3]: https://www.kaggle.com/cdeotte/triple-stratified-kfold-with-tfrecords\n[4]: https://www.kaggle.com/cdeotte/how-to-create-tfrecords\n[5]: https://www.kaggle.com/cdeotte/tfrecord-experiments-upsample-and-coarse-dropout\n[6]: https://www.kaggle.com/cdeotte/rapids-cuml-knn-find-duplicates\n[7]: https://www.kaggle.com/cdeotte/image-and-tabular-data-0-915\n[8]: https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/168028\n[9]: https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/171930\n[10]: https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/161446\n[11]: https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/173130\n[12]: https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/155579\n[13]: https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/164092\n[14]: https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/164910\n[15]: https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/165526\n[16]: https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/169139\n[17]: https://www.kaggle.com/product-feedback/173337\n[18]: https://www.kaggle.com/product-feedback/173312\n[19]: https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/154683",
    "2107805": "**Very impressive & motivating**.",
    "2088131": "Grt, This is very impressive and inspiring.",
    "2033509": "Congratulations, Chris! Keep inspiring.",
    "965432": "![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F2405813%2Fc2ca36655dfbd1f22d630b93d1a0b419%2Fkaggle_7.png?generation=1597076126036301&amp;alt=media)\n\nCongratulations!",
    "1773171": "This is very impressive and inspiring for me.",
    "968294": "I remember that around two years ago, one very polite new Kaggler was commenting positively to one of my CNN kernels. Intrigued by his `right to the point` comment, I started to follow his work and  I soon discovered his carefully crafted solutions to popular competitions and datasets like Titanic or MNIST. \n\nHis determination to improve the solutions for that classical problems was showing not only his passion for data science but also his very good learning method - start with something simple, refine it step by step and gradually get a close-to-perfection solution, while improving his skills and knowledge in the process. \n\nEvery time when I see a new milestone reached by Chris Deotte, my initial good impression about him is confirmed. \n\nIn time, Chris became a tremendous contributor to the community, especially in competitions, providing generously so many insights to others, with crystal-clear process displayed in Notebooks and useful explanations in comments (some of his comments provide more insight than a full online lecture on subjects like `feature engineering`, for example). \n\nCongratulations for this tremendous achievement, the position is well deserved!",
    "964749": "Big congrats @cdeotte - you are a role model to many here, thanks for that!",
    "1767450": "Hi @cdeotte, congratulations and a big salute to you for this achievement. You are a true inspiration and one of the many kagglers who create value here and make Kaggle, a wonderful place for learning data science. Thank you for doing so. ",
    "965974": "Congratulations  @cdeotte  sir, 😍\nI've leaned a lot form your notebooks and discussion topics and still learning.  I still remember  few months ago I was very much noob at Kaggle and became depressed as I could not cope up with Kaggle. I was taking a decision to **leave** the Kaggle platform.😧 \nBut fortunately, I saw your amazing kernel [https://www.kaggle.com/cdeotte/25-million-images-0-99757-mnist].\nFirst time I felt that there is something I know in Kaggle and the models are looking familiar with  my knowledge. As a result, I changed my decision. Now, I am a regular Kaggle user. 😊 \nThank you so much sir  💚",
    "965505": "Congratulations! It's so great to see you share your knowledge on advanced subjects and latest technologies (TPUs, UMAP, RAPIDS, etc.). It's thanks to you that so many Kagglers can attain valuable skills and apply them in roles in Data Scientist, ML engineers, etc.",
    "969766": "Congratulations! I don't know if you already do, but I think you should have a YouTube channel. I am pretty sure there are tons of people who would absolutely love to learn from you.",
    "964983": "**started programming databases at age 7** \ni used to eat mud at that age :D\ncongratulations  sir\nrichly deserved\nplease make #1 for  competition tier too,  i believe you can do it  within 1 or 2 years!\nbecause i watched your CTDS.show interview\nit seems like you do not sleep well :D\nthank you for all the wisdom sir\nhope  you won't stop kaggling :)\nyou are a great teacher in kaggle :)",
    "1768074": "Chris when are you starting a Youtube?",
    "964904": " Congrats on this amazing achievement!  Sorry to see Kaggle thinks you are a bot, hope they will sort it out.\n\nYou passed me like a rocket in discussions for sure. I doubt I'll move back to top there.",
    "964777": "Huge congratulations Chris. The #1 spot is more than deserved!\n\nWhen do you think you'll be #1 in competitions? ;)",
    "964736": "Congrats, @cdeotte — Very sorry about the rate limiting issue. I haven’t seen this before. I’ve notified the team and hope it will be resolved as soon as they’re back online in the morning. ",
    "964713": "You've been helpful to all of us in every single competition you've been. Even looking through previous comps such as Microsoft Malware, I've seen your influence. And especially in Liverpool competition, your sharings and works with RAPIDS have been invaluable to most of us. So yes, I feel that we too should thank you for how much you've shared with us.",
    "976108": "Congrats you are inspiring a lot to young data scientist",
    "966588": "Each one of these first places is totally deserved: you are the most inspirational kaggler by far!\ncongrats :)",
    "964919": "Congrats @cdeotte . It's very well deserved. It's impressive the number of things one could learn by reading your topics. \n\nP.S : I would be surprised if kaggle had never tried to recruit you as their Principal Data Science Educator ^^",
    "1450813": "Congratulations @cdeotte 🎉🎉\nI too recently started using Kaggle (thanks to 30 Days of ML Challenge) and I'm in love with this community here. I wish I could also achieve something like you @cdeotte. I'll be following you from now on to learn more and if possible can u share your **secret sauce** 😁\n\nI've also started posting some **Datasets and Topics**, hope you all like them 😊\n\nDo **UPVOTE** if you like any of my contributions, it will help me contribute more to this amazing community💕\n**Happy Kaggling :)**",
    "1340784": "Nice Words. I am new to Data Science. will keep you following to learn more.",
    "1325138": "Congrats @cdeotte !",
    "1319619": "I recently started my journey on Kaggle🤘 and I've already love this community, today I'd found your profile and read your story, is really impressive and inspirational💯. Thanks for shared your knowledge, I'll keep improve myself on this amazing field.",
    "1290021": "Congratulations and keep it up! @cdeotte 👍\n\n\n\n<img src=\"https://t3.ftcdn.net/jpg/02/80/01/64/360_F_280016442_I5DcWCRT7JTr5Ut86a9VvqNoOfDt854G.jpg\" width=\"500px\">",
    "1289486": "This is really impressive and inspiring! Congratulations @cdeotte !",
    "1282225": "Impressive ! Congratulations  Chris !!",
    "1279245": "Well done and well earned Chris!",
    "1276109": "Hello everyone. I joined kaggle recently and I'm a beginner in data science. I have some experience programming in C and using PostgreSQL and GNU/Linux. In 2013, I completed Andrew Ng's machine learning course in coursera, so I learned basic ML and octave. I am very interested in using ML to predict bathymetry using satellite imagery and some depth data. \n\nCongratulations Chris on your kaggle status. Your experience in data science is really admirable, and it certainly contributed to where you are now. I'm thankful for kaggle for providing the platform to at least interract with people like you. It really inspires me to explore data science more. Have a nice day!",
    "971613": "Congratulations! It is incredible to be able to reach #1 in three different tiers, but it is just ridiculous to do it simultaneously 🙏\n\nGood Luck on your quest in Competitions!",
    "969103": "Congrats Chris!!",
    "967707": "Is there any bot here? Remind me of Giba topic in Deepfake. 😄",
    "965241": "Congratulations @cdeotte! Your posts make me learn more in a day than I could through books. You are a true inspiration and best the guide anyone would need. :)",
    "965100": "Chris, your devotion to data science and this community have been a huge blessing! Since I joined Kaggle (Microsoft Malware), I've learned a lot from your discussions and notebooks. Even just getting an upvote or a reply from you was always positive energy. \n\nI started the melanoma challenge because I found your notebook and I thought it amazing because I've never used TPU's before and I just wanted to learn. Your content is always so informative. \n\nIf you think about the distribution of amazing kernels, discussions, and datasets, and you think about what being number 1 in each of these three categories means. It means that you're someone really special in a statistical way. Chances are very very slim. Thank you so much for all your contributions here on Kaggle!",
    "965029": "Congrats @cdeotte. It's very well deserved! you always share and the knowledge from your kernel discussions and really helpful :D ",
    "967796": "Absolutely fantastic achievement! You are an inspiration to so many of us, and your readiness and talent in sharing your work and insights has made this community much richer. Keep motivating us and pushing us to even greater heights. Many congratulations!",
    "966547": "Congratulations @cdeotte .  You should write a book on competitive machine learning, you could put a lot of your knowledge into that, and I think it would be first of its kind and well received.",
    "965185": "Congrats @cdeotte on a well deserved milestone achievement. \n\nAnd double congratulations for breaking the limit of discussions posting. You deserve a price for that from Kaggle because it will make them improve that aspect of their product😃 ",
    "1210383": "This is so impressive @cdeotte. Congrats!",
    "1189194": "Amazing @cdeotte ! I cannot imagine the amount of effort and sacrifice it took you to get this result. True dedication in one person, keep on going and never stop and most importantly, thanks for sharing the top quality work you provide to the community. I am sure lots of Kagglers appreciate this. ",
    "1164061": "I recently started my journey on Kaggle and I've already love this community, today I'd found your profile and read your story, is really impressive and inspirational. Thanks for shared your knowledge, I'll keep improve myself on this amazing field. ",
    "1106544": "It’s a bit late but Congratulation!!!",
    "1086465": "Inspiring!",
    "1082108": "Congratulations @cdeotte \nThis is my inspiration and you have set a goal for me. Thanks a lot! I shall be consistent and give my best! 😃",
    "1073097": "Hello Chris,\n\nI have been trying to modify your code so I can run the model (version 5) after it has been built and loaded with the best weights using the train data instead of the test data to see what kind of results I get.  I am using your .TFR records but I keep getting an error that seems to indicate the format of the info in test files is different that the format in train files.\n\n   I realize this is an old competition but I would appreciate any comments on this.\n\ntx\nKickback",
    "1034111": "**Congrats @cdeotte Sir, You inspire me the most just by your work.  **",
    "1034110": "Congrats @cdeotte Sir, You inspire me the most just by your work.  ",
    "998383": "Congratulations and thank you for sharing your thoughts",
    "996968": "congrats @cdeotte  for the achievement.",
    "996874": "Amazing. Congrats ! ",
    "996108": "Congratulations!!! 🎉",
    "995687": "Great!!!  👍 ",
    "995465": "I think you \"overfit\" yourself. Just kidding. :)",
    "994870": "I'm personally inspired from your work. Keep up the good work.",
    "994493": "Congratulations!",
    "994257": "Great job !",
    "993006": "Congratulations!! You're such an inspiring figure!",
    "992787": "probably you are n for the time being, one of the best datascientists in the world 👍 ",
    "991887": "This is great!",
    "991082": "Congratulations !",
    "990207": "Congratulations! Very inspiring.",
    "988517": "Congratulations!! ",
    "988440": "Congratulations ....i started last month and learned alot from your notebooks...\ncan you please tell how do you get gold/silver Notebook & discussion in beginning?",
    "988220": "Congratulations! Thanks for sharing, I will be studying your notebooks.",
    "987817": "Congrats!!!",
    "986885": "Congratulations! I am just getting started on my Kaggle journey and have been learning a lot from your wonderful notebooks.",
    "986884": "Congratulations! I am just getting started on my Kaggle journey and have been learning a lot from your wonderful notebooks.",
    "986690": "Congratulations!",
    "986358": "Congrats",
    "985878": "Congratulation Mate. You are my role model and inspired me.\nWell done.",
    "985473": "Congratulations, what an inspiration! :)",
    "982025": "Well earned bro, you are very talented and a true role model for the data science community and education community. Well earned!",
    "981277": "Congratulations !",
    "979694": "Congratulations",
    "978842": "Congratulations !",
    "978724": "Awesome Congrats",
    "978550": "Congratulations!!\n",
    "978034": "Hey, Congratulations!",
    "977911": "May I asking, how do you get your first 10 gold/silver Notebook & discussion? ",
    "976698": "Congrats, Chris",
    "976247": "Congrats Chris !",
    "975815": "vouv",
    "974615": "Just wanted to stop by and say thank you @cdeotte. I learned a lot from your notebooks and your datasets were very helpful. Congratulations on your achievements. You truly are an inspiration!",
    "974569": "Congrats. Nice work",
    "974347": "Very well done Chris!",
    "974262": "Very well deserved! A true inspiration, especially  for explaining concepts and sharing ideas. Next stop, 1st in competitions. ;)",
    "973867": "We are very glad to vote you up, because we learned a lot from you.",
    "973812": "Congratulations!",
    "973599": "Congratulations and Thank you, Chris! \nLearned a LOT from your notebooks. Wish you good luck in the private LB! ",
    "973579": "Congratulations!",
    "973576": "learnt a lot from you from this competition thanks a lot @cdeotte ",
    "973572": "Learnt a lot from you in this competition thanks a lot @cdeotte ",
    "973543": "Congrats!  I need work hard💪",
    "973409": "Nice Inspiration you're bringing to any",
    "973147": "Congratulations! Keep The Good Work Up!",
    "973101": "Congratulations!!",
    "972983": "Amazing Chris @cdeotte ",
    "972875": "Congrats you are inspiring a lot to young data scientist",
    "972829": "Congrats! Great work!",
    "972828": "Congrats! Great work!",
    "972774": "Congratulations! Inspiring! So much time spent to support and contribute to the community! ",
    "972662": "Kudos Chris! Just reward for your selfless service to community",
    "972521": "Congratulations @cdeotte 👍👍👍. Learning many things from your work.",
    "972495": "holy cow thats so impressive, congratulations on going that far",
    "972398": "Congratulations!",
    "972301": "Congratulations!",
    "972300": "Congratulations to the Triple Crown.\nIt's a feat.\nThat's excellent.👍",
    "972294": "Congratulations!",
    "972197": "Congratulations!!",
    "972165": "Congratulations Chris!",
    "972156": "Congratulations, a really spectacular journey!",
    "972120": "Congratulations",
    "972118": "Congratulations !",
    "972102": "congratulations!",
    "972055": "Congrats Sir ",
    "972042": "Unbelievable!",
    "972010": "Congratulations!",
    "971977": "Well deserved. I have learnt a LOT from you !",
    "971961": "Congratulations Sir!",
    "971960": "**Congratulation Sir!**",
    "971928": "Congratulations!",
    "971910": "Many many Congratulations to you Sir, so I am very happy for you and your achievements. You are such a genius person and it is a very inspirational moment for me to see you at #1st place in each of three tiers. What an achievement!! 🙏🙏🙏 Kudos!! 😊",
    "971815": "Truly amazing performance! Well deserve it!! Keep rolling and sharing - all the best!\n\nPS: You are in the Kagglers top-5 that I regularly read nbs and posts",
    "971736": "congratulations!! ",
    "971515": "wow congrats!",
    "971288": "It's just amazing, Congratulations @cdeotte ",
    "971199": "Congratulations!",
    "971116": "Congratulations!",
    "971009": "Congratulations! I need to go look around your works.",
    "970957": "Congratulations! ",
    "970922": "Congratulations!",
    "970897": "Congratulations",
    "970735": "Congratulations",
    "970721": "You observed. Now enjoy it",
    "970697": "congrats. you put lots of efforts to share such a good content so you deserve this. ",
    "970587": "Congratulations!",
    "970330": "You are really inspirational for me. Congratulations, @cdeotte ",
    "970273": "Congratulations!",
    "970106": "Congratulations!",
    "969881": "Congratulations! ",
    "969732": "Congrats!",
    "969634": "Congo and your welcome!",
    "969538": "Impressive, congratulation !\n(maybe one day i'll have my competition bronze medal !!😃)",
    "969454": "Congratulations!",
    "969452": "Congratulations @cdeotte! Your help and patience in answering everyone comments and queries are exemplary; and the high rank is well deserved\nHoping you make it to  the #1 slot in all 4 areas!👍",
    "969213": "I have been following your works for more than a year now, haven't got enough words to describe how insightful they are.\nCongrats man @cdeotte , you deserve it :)",
    "969209": "Congratulations ma men, you are example for all of us. my hero😍",
    "969065": "Congratulations",
    "969047": "Congratulations..",
    "968973": "Congratulations",
    "968883": "Congratulations.... @cdeotte ",
    "968564": "Awesome, Congratulations @cdeotte ..Really inspiring!",
    "968330": "Congratulation!!!",
    "968202": "Well played sir, well played :)",
    "968149": "Congratulations Chris",
    "968042": "Congratulations Chris!",
    "967735": "Congratulations!!\nI'm new here..looking forward to learn a lot of things from you. :)",
    "967702": "Congrats! It is very nice.",
    "967671": "Congratulations! ",
    "967636": "Congratulations!!",
    "967583": "congrats @cdeotte 👌",
    "967560": "Congratulations @cdeotte , Your TPU notebooks are great materials and they helped me a lot in learning.",
    "967538": "nice job . congratulations",
    "967499": "Congrats @cdeotte !! 👍👍   Thank you for your effort, I learned a lot from it 😃.",
    "967498": "congrats @cdeotte ",
    "967440": "Congratulation, @cdeotte! ",
    "967418": "Congratulations!",
    "967251": "Congratulation 👍 \n",
    "967215": "Congrats!!",
    "967213": "Congratulations sir. Totally deserving. ",
    "967142": "Noob here too. Its a wholesome community\n",
    "967129": "Great work",
    "967115": "Congratulations!!! Next, how about 1st Place Kaggle Competitions 😉?",
    "967001": "Congrats @cdeotte . You are a pillar of the kaggle community!",
    "966931": "Great work...",
    "966680": "Awesome work!",
    "966648": "Congrats @cdeotte You Deserve It 😃",
    "966563": "Great! Congratulations, Chris! \nI learn a lot from your Notebooks!",
    "966510": "Congratulations!  I am getting a lot of help from you in this competition. Thank you.",
    "966412": "super cool!!",
    "966410": "Absolutely deserved - grats !!!",
    "966400": "This is great! Сongratulations!",
    "966399": "Very nice!",
    "966339": "Congrats @cdeotte and thanks for all the resources you shared, I have learned a lot from them. Hope some day you get rank 1 in competitions also!!!",
    "966303": "Congratulations! ",
    "966300": "Wow! Congratulations!",
    "966264": "Congratulation!\n\n",
    "966204": "awesome to see this....its my first comment.",
    "966184": "Congratulations sir!",
    "966047": "Congratulation!",
    "965948": "Congratulations",
    "965880": "What's the secret sauce?",
    "965856": "Congratulations.\nThat is awesome",
    "965529": "Congratulations Chris!! We all have benefitted a lot from your contributions....Thanks.",
    "965491": "Well done, sir 👍 \nCongratulations 😍 ",
    "965477": "Congrats! Great job! Really learned a lot from you! ",
    "965471": "Congratulations!!!! Well deserved! \nThank you for sharing your wisdom such generously!!! That's very encouraging!",
    "965441": "Congrats! Well deserved! 🎉 ",
    "965387": "Great, Congrats",
    "965379": "So well deserved! So appreciated! Many thanks!",
    "965354": "Congrats @cdeotte ",
    "965255": "Congrats, @cdeotte",
    "965253": "Wow, you can really dance! :D",
    "965249": "well deserved!",
    "965204": "Congrats @cdeotte!\nI'm learning a lot from your kernels and discussions!\n\nThanks a lot again!",
    "965189": "Congrats, @cdeotte. \nThanks for your datasets and  notebooks!",
    "965166": "🎉Congratulations!  I've learned a lot from you, Thanks, Chris.",
    "965125": "Congratulations @cdeotte you have an inspiring journey! Keep up the good work and good luck on your future achievements, you are an exemplar member of this community.",
    "965108": "Congratulations @cdeotte ! These medals stats are so inspiring :)",
    "965103": "Congrats and thanks for your continuous contribution, @cdeotte. Well deserved!",
    "965098": "congrats @cdeotte what a achievement. Truly deserved",
    "965033": "Congrats @cdeotte. t's very well deserved!",
    "965031": "Nice! ",
    "965022": "Many congratulations @cdeotte  and thanks for being the source of information for all the kagglers.",
    "964972": "you are the most inspiring kaggler, Thank you!!",
    "964948": "Congrats Chris! next #1 in Competitions",
    "964912": "Congratulation on the impressive and inspiring achievement!",
    "964865": "You are a gold mine, sir. All gold medals are near you :)",
    "964864": "Only first-place competition to be done. Hoping to see that too in the near future",
    "964812": "Congratulations, you are leading the trend !\nJust one last #1 to complete, good luck :)",
    "964745": "congrats :)",
    "964741": "Congratulations, @cdeotte . You have been very helpful to myself and others like me. Keep up the good work.",
    "1086823": "I'm a newcomer, just starting Kaggle and development for serious, but I'm really happy to be a part of this community and seeing folks like you here. It's really inspiring and definitely a lot I can learn from. I know I can definitely go through your content, discussions and material to learn from your experience. Thank you for being a part of Data Science. It's certainly motivating. :D",
    "1057512": "Bit late to this but nevertheless less, congratulations! ",
    "1002294": "Congrats @cdeotte, you are inspiring a lot to young data scientist",
    "973121": "For someone like me who started proper programming at the age of 34 , you have been an inspiration to continue . It's not only your knowledge or your natural skills to share knowledge in the simplest of manner , but also your temperament and attitude that is worth learning . Wishing you good health , happiness and lot more accolades in future . ",
    "972881": "Congrats! What an inspiration!",
    "970332": "Congratulations! sir ,you are my inspiration. always when i see  you on kaggle , i feel one day i will reach you 🙂🙂 , i learnt alot from your notebook thank you so much for that sir. once again  Heartfelt congratulations to you sir.🙂.",
    "968442": "Congratulation!!!",
    "968321": "Hello Chris, I've just got acquainted with you in this competition and you really leveled up the skills and tools for everyone for sure! I even want to give TensorFlow a try again given your carefully crafted notebooks and datasets. Enjoy your well- deserved community acknowledgment. ",
    "966822": "Congrantz @ChrisDeotte",
    "966767": "I was a pytorch only person, your tensorflow TPU notebook have saved my life! 💯",
    "966677": "Awesome!, congrats",
    "966607": "Congratz ! We're waiting for the 1st place in competitions now :) ",
    "965909": "Congratulations!\nWhen I was 7 years old, I wasn't yet ready to program and I was playing baseball all the time. You and I would have a different experience level. Still, I hope to catch up with you as much as I can, and I want to be a person like you.\nI am always learning so much from you. Thank you.",
    "965894": "Great work. Learned a lot from just a handful of your notebooks in a short time. Very impressed that you both know so much and also willing and able to communicate / share it so well.",
    "965741": "@cdeotte - what an achievement! It is people like you that are making the world a better place. I'm just getting started with my Data Science journey, and to discover there are people that would go so far to help the community, is a shocking revelation. It kind of makes me want to do this even more. Thank you for inspiring us, Chris! Hope to learn a great deal from your invaluable contributions here.",
    "965497": "What a genius!!!\nMaybe you are the best inspiration for beginners like me.  ",
    "965345": "Congrats! It is super exciting and shocking for me that I have just discovered this platform which contributes to the Data Science literature in a way that people are engaged not only by sharing knowledge, but also making them add datasets and even hold/attend competitions for solving real-world problems! Looking forward to spend more time in here following the paths of hard-working and helpful people such as you are! Kudos!",
    "965343": "I started playing PlayStation at age 7, and surfing the internet at age 10! At age 13, I wrote a 20 page paper on how to master the game of Starcraft!",
    "965284": "The quality of your threads and notebooks is a service to all of us. We should be the ones thanking you :)",
    "965177": "&gt; Data science has always been my passion. I started programming databases at age 7, and programmed a chat bot at age 10! At age 13, I wrote a 20 page paper on neural networks. I studied math in college and computational science in grad school because data science didn't exist yet.\n\nDamn!! \nBtw, Well deserved! Thanks for teaching us multiple things! Really inspiring!   \n",
    "965149": "congrats, Your shared notebook helped us a lot for improving our skills.\n\nThanks",
    "965128": "Congrats @cdeotte your contributions to kaggle community are unbelievable. You are true role model for me!\n\nAlso you were amazing in this competition, your efforts deserve a special reward in my opinion...",
    "965092": "A big congratulations. This is my first competition in kaggle and having you as a guide/mentor encouraged me the most. I have found interest in this domain because of how people in these domain help each other in every steps. Special thanks to you and others too. Godspeed.",
    "965085": "Well deserved @cdeotte , you are someone that I look up to. Please do continue to post content, It really helps me and many others like myself to mature to become better data scientists",
    "965017": "@cdeotte Congrats. I was just waiting to see this, truly a different level. 🔥",
    "964991": "You are the one whom I admire most on kaggle, very inspirational. Keep up all the good work Chris !!",
    "964934": "My heartfelt congratulations @cdeotte. \nAs Aristotele said: \"Teaching is the highest form of understanding\". And you, with your teachings, discussions, thoughts, awaken joy in knowledge. Thank you!",
    "964932": "At age 7 I think [I was still eating play dough](https://tenor.com/view/playdoh-simpsons-ralf-gif-10758062).\n\nCongratulations Chris and thanks for all that you share!\n",
    "964909": "Congrats @cdeotte you had been a great teacher in data science next to Andrew Ng and helped out several data science enthusiasts and kagglers. You deserve whatever you got! You are a role model to many kagglers.",
    "964903": "Many congratulations! We are blessed to be part of this great community and to be able to learn from amazing kernels created by you.",
    "964886": "This competition will also be dear to me, marks when I switched over to TensorFlow - all because of your superbly written kernels. Anyone can create a notebook, but to do it with aesthetics, substance and performance is an incredibly rare skill. When the final results are out, an interesting discussion could be to see the highest rank by someone not using your datasets.\n\nThis competition will always be synonymous to you. Thanks a lot for generating all the baselines that helped improve the performance of the group as a whole. ",
    "964881": "This is a very well deserved and shows a tremendous amount of work you were doing by sharing your knowledge with others, congratulations!! ",
    "964878": "The Incredible Chris!\nAre you from this Planet?\nCongrats on your Unquestionable Triple Top-1\nThanks for your Contributions!\n",
    "964823": "Congratulations. your consistent effort gives back the results. by posting this you gave us 2 things.\n1. by sharing your work in notebooks and topics, you are sharing the knowledge to the world. so that they can learn\n2. To work hard to achieve more.",
    "964802": "@cdeotte  I have immense respect for you, your work really inspires me. The love and passion for datascience is clearly reflected in your notebooks/discussions. Thanks a lot for everthing Chris.",
    "964790": "Congratulations Chris and you deserve it. You are so much helpful to the community. Thank you.",
    "964767": "Each one of these first places is totally deserved: you are the most inspirational kaggler by far!",
    "964723": "Actually you deserve this, You are so helpful for me and many other Kagglers!",
    "964718": "You being so helpful and inspirational for me and many other Kagglers!\nThank you for your great effort and goodluck for Private LB!",
    "972525": "Congratulations!",
    "972523": "Congratulations. Learning many things from your work.",
    "973712": "This is awesome, if someone deserve this it's you!",
    "3465501": "Congratulations @cdeotte for this. This is my inspiration and you have set a goal for me. Thanks a lot!\n I shall be consistent and will give my best! \n",
    "3408642": "Congratulations Chris the very impressive & Motivation ",
    "3366471": "Very impressive & motivating",
    "3366371": "Wow  very impressive, congrats",
    "3115295": "@cdeotte Congrats Chirs!!! I hope we can see you at Rank 1 in all tiers soon. All your works are incredible and valuable.",
    "3107952": "That's really very impressive!! Congratulations !! Keep going!!",
    "3107063": "Congrats! Chris",
    "3004643": "Chris, your work on Kaggle has been incredibly inspiring—your contributions still motivate me, even after four years!",
    "2917805": "Hey @cdeotte -- in case you haven't seen it yet... ISIC is hosting another melanoma challenge on Kaggle:\n\nhttps://www.kaggle.com/competitions/isic-2024-challenge/overview\n\nSomehow I imagine your wisdom could -- again -- improve the performance overall :)",
    "2872376": "Very impressive\n\n",
    "2671783": "Congratulations , I wish you more success ",
    "2430716": "Thank you for everything. It means a lot!❤️❤️❤️",
    "2381429": "@cdeotte Great achievement !! very impressive and motivating for us <3",
    "2279238": "Hi @cdeotte,\n\nThank you for all your contributions. Your ranks are much deserved.",
    "970052": "Congratulations!",
    "967531": "much to learn from this man",
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    "973711": "Congrats. Nice work",
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    "964775": "learn a lot from you,thank you!",
    "967377": "thank you very much",
    "966591": "Thanks for you hard work",
    "968449": "Thanks for sharing",
    "968352": "Thanks for sharing",
    "967372": "nice thank you",
    "2226840": "thanks for your data",
    "969196": "Thanks for sharing",
    "968010": "Thanks for sharing these notebooks",
    "966332": "Thanks!!"
  }
}