{
  "id": 175455,
  "title": "Collection of Solutions",
  "url": "/competitions/siim-isic-melanoma-classification/discussion/175455",
  "author_name": "",
  "post_date": "2020-08-18T08:44:05.445847500Z",
  "votes": 18,
  "comment_count": 4,
  "views": 0,
  "content": "<p>This was a great competition and provided a lot of learning experience. Here is a list of solutions in case you, like me, are looking to gain more insight:</p>\n<ul>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175412\" target=\"_blank\">1st Place Solution</a><ul>\n<li><a href=\"https://www.kaggle.com/haqishen/1st-place-soluiton-code-small-ver\" target=\"_blank\">1st Place Smaller ver notebook</a></li></ul></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175324\" target=\"_blank\">2nd Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175633\" target=\"_blank\">3rd Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175575\" target=\"_blank\">10th Place Solution Short Ver</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175624\" target=\"_blank\">13th Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175765\" target=\"_blank\">14th Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175403\" target=\"_blank\">21st Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175410\" target=\"_blank\">24th Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175538\" target=\"_blank\">29th Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175396\" target=\"_blank\">48th Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175655\" target=\"_blank\">85th Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175466\" target=\"_blank\">101st Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175466\" target=\"_blank\">121th Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175330\" target=\"_blank\">130th Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175475\" target=\"_blank\">142nd Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175450\" target=\"_blank\">149th Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175486\" target=\"_blank\">157th Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175744\" target=\"_blank\">176th Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175486\" target=\"_blank\">185th Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175721\" target=\"_blank\">259th Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175334\" target=\"_blank\">286th Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175351\" target=\"_blank\">349th Place Solution</a></li>\n</ul>\n<h2>Extra's</h2>\n<ul>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175729\" target=\"_blank\">Keeping track of experiments</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175769\" target=\"_blank\">Organizational Tips</a> </li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175614\" target=\"_blank\">How to Ensemble OOF Files</a><br>\nPS. It is a growing list and I'll add more solutions as and when they get posted. In case i've missed out on any solution, let me know I'll add them as well. Congrats to all the winners!</li>\n</ul>",
  "messages": [
    {
      "id": "975322",
      "postDate": "08/18/2020 08:44:05",
      "content": "<p>This was a great competition and provided a lot of learning experience. Here is a list of solutions in case you, like me, are looking to gain more insight:</p>\n<ul>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175412\" target=\"_blank\">1st Place Solution</a><ul>\n<li><a href=\"https://www.kaggle.com/haqishen/1st-place-soluiton-code-small-ver\" target=\"_blank\">1st Place Smaller ver notebook</a></li></ul></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175324\" target=\"_blank\">2nd Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175633\" target=\"_blank\">3rd Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175575\" target=\"_blank\">10th Place Solution Short Ver</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175624\" target=\"_blank\">13th Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175765\" target=\"_blank\">14th Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175403\" target=\"_blank\">21st Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175410\" target=\"_blank\">24th Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175538\" target=\"_blank\">29th Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175396\" target=\"_blank\">48th Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175655\" target=\"_blank\">85th Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175466\" target=\"_blank\">101st Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175466\" target=\"_blank\">121th Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175330\" target=\"_blank\">130th Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175475\" target=\"_blank\">142nd Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175450\" target=\"_blank\">149th Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175486\" target=\"_blank\">157th Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175744\" target=\"_blank\">176th Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175486\" target=\"_blank\">185th Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175721\" target=\"_blank\">259th Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175334\" target=\"_blank\">286th Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175351\" target=\"_blank\">349th Place Solution</a></li>\n</ul>\n<h2>Extra's</h2>\n<ul>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175729\" target=\"_blank\">Keeping track of experiments</a></li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175769\" target=\"_blank\">Organizational Tips</a> </li>\n<li><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175614\" target=\"_blank\">How to Ensemble OOF Files</a><br>\nPS. It is a growing list and I'll add more solutions as and when they get posted. In case i've missed out on any solution, let me know I'll add them as well. Congrats to all the winners!</li>\n</ul>",
      "rawMarkdown": "This was a great competition and provided a lot of learning experience. Here is a list of solutions in case you, like me, are looking to gain more insight:\n* [1st Place Solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175412)\n    - [1st Place Smaller ver notebook](https://www.kaggle.com/haqishen/1st-place-soluiton-code-small-ver)\n* [2nd Place Solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175324)\n* [3rd Place Solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175633)\n* [10th Place Solution Short Ver](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175575)\n* [13th Place Solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175624)\n* [14th Place Solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175765)\n* [21st Place Solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175403)\n* [24th Place Solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175410)\n* [29th Place Solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175538)\n* [48th Place Solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175396)\n* [85th Place Solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175655)\n* [101st Place Solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175466)\n* [121th Place Solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175466)\n* [130th Place Solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175330)\n* [142nd Place Solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175475)\n* [149th Place Solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175450)\n* [157th Place Solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175486)\n* [176th Place Solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175744)\n* [185th Place Solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175486)\n* [259th Place Solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175721)\n* [286th Place Solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175334)\n* [349th Place Solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175351)\n\n## Extra's\n* [Keeping track of experiments](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175729)\n* [Organizational Tips](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175769) \n* [How to Ensemble OOF Files](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175614)\nPS. It is a growing list and I'll add more solutions as and when they get posted. In case i've missed out on any solution, let me know I'll add them as well. Congrats to all the winners!",
      "votes": null
    },
    {
      "id": "977007",
      "postDate": "08/19/2020 08:22:05",
      "content": "<p>+1 for the useful collection! You can add also: </p>\n<ul>\n<li><p><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175633\" target=\"_blank\">3rd place solution overview</a></p></li>\n<li><p><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175575\" target=\"_blank\">10th Place Solution(Short ver.)</a></p></li>\n<li><p><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175624\" target=\"_blank\">13th Place Solution Writeup</a></p></li>\n<li><p><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175466\" target=\"_blank\">For what it's worth: 10 public / 101 private (silver)</a></p></li>\n<li><p><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175475\" target=\"_blank\">Unofficial 142nd Place Summary</a></p></li>\n<li><p><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175486\" target=\"_blank\">157th place solution</a></p></li>\n</ul>",
      "rawMarkdown": "1 for the useful collection! You can add also: \n\n- [3rd place solution overview](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175633)\n\n- [10th Place Solution(Short ver.)](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175575)\n\n- [13th Place Solution Writeup](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175624)\n\n- [For what it's worth: 10 public / 101 private (silver)](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175466)\n\n- [Unofficial 142nd Place Summary](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175475)\n\n- [157th place solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175486)",
      "votes": null
    },
    {
      "id": "977495",
      "postDate": "08/19/2020 14:14:07",
      "content": "<p>Thanks for this. Included them in the list 😃</p>",
      "rawMarkdown": "Thanks for this. Included them in the list 😃",
      "votes": null
    },
    {
      "id": "977651",
      "postDate": "08/19/2020 16:09:16",
      "content": "<p>Thanks for organizing the resources. It'll be very helpful to go through the successful approaches.</p>",
      "rawMarkdown": "Thanks for organizing the resources. It'll be very helpful to go through the successful approaches.",
      "votes": null
    },
    {
      "id": "1022717",
      "postDate": "09/22/2020 17:36:45",
      "content": "<p>Does anyone have the H5 File for any of these ?? Please send.</p>",
      "rawMarkdown": "Does anyone have the H5 File for any of these ?? Please send.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 977007,
      "author_name": "imeintanis",
      "author_url": "",
      "post_date": "08/19/2020 08:22:05",
      "content": "<p>+1 for the useful collection! You can add also: </p>\n<ul>\n<li><p><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175633\" target=\"_blank\">3rd place solution overview</a></p></li>\n<li><p><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175575\" target=\"_blank\">10th Place Solution(Short ver.)</a></p></li>\n<li><p><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175624\" target=\"_blank\">13th Place Solution Writeup</a></p></li>\n<li><p><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175466\" target=\"_blank\">For what it's worth: 10 public / 101 private (silver)</a></p></li>\n<li><p><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175475\" target=\"_blank\">Unofficial 142nd Place Summary</a></p></li>\n<li><p><a href=\"https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175486\" target=\"_blank\">157th place solution</a></p></li>\n</ul>",
      "votes": null,
      "replies": [
        {
          "id": 977495,
          "author_name": "foolofatook",
          "author_url": "",
          "post_date": "08/19/2020 14:14:07",
          "content": "<p>Thanks for this. Included them in the list 😃</p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 1022717,
      "author_name": "pythonomar",
      "author_url": "",
      "post_date": "09/22/2020 17:36:45",
      "content": "<p>Does anyone have the H5 File for any of these ?? Please send.</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 977651,
      "author_name": "azaemon",
      "author_url": "",
      "post_date": "08/19/2020 16:09:16",
      "content": "<p>Thanks for organizing the resources. It'll be very helpful to go through the successful approaches.</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "975322": "This was a great competition and provided a lot of learning experience. Here is a list of solutions in case you, like me, are looking to gain more insight:\n* [1st Place Solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175412)\n    - [1st Place Smaller ver notebook](https://www.kaggle.com/haqishen/1st-place-soluiton-code-small-ver)\n* [2nd Place Solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175324)\n* [3rd Place Solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175633)\n* [10th Place Solution Short Ver](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175575)\n* [13th Place Solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175624)\n* [14th Place Solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175765)\n* [21st Place Solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175403)\n* [24th Place Solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175410)\n* [29th Place Solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175538)\n* [48th Place Solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175396)\n* [85th Place Solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175655)\n* [101st Place Solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175466)\n* [121th Place Solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175466)\n* [130th Place Solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175330)\n* [142nd Place Solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175475)\n* [149th Place Solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175450)\n* [157th Place Solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175486)\n* [176th Place Solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175744)\n* [185th Place Solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175486)\n* [259th Place Solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175721)\n* [286th Place Solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175334)\n* [349th Place Solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175351)\n\n## Extra's\n* [Keeping track of experiments](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175729)\n* [Organizational Tips](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175769) \n* [How to Ensemble OOF Files](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175614)\nPS. It is a growing list and I'll add more solutions as and when they get posted. In case i've missed out on any solution, let me know I'll add them as well. Congrats to all the winners!",
    "977007": "1 for the useful collection! You can add also: \n\n- [3rd place solution overview](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175633)\n\n- [10th Place Solution(Short ver.)](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175575)\n\n- [13th Place Solution Writeup](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175624)\n\n- [For what it's worth: 10 public / 101 private (silver)](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175466)\n\n- [Unofficial 142nd Place Summary](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175475)\n\n- [157th place solution](https://www.kaggle.com/c/siim-isic-melanoma-classification/discussion/175486)",
    "977495": "Thanks for this. Included them in the list 😃",
    "977651": "Thanks for organizing the resources. It'll be very helpful to go through the successful approaches.",
    "1022717": "Does anyone have the H5 File for any of these ?? Please send."
  },
  "source": "meta"
}