{
  "id": 129631,
  "title": "Complex Math",
  "url": "/competitions/cat-in-the-dat-ii/discussion/129631",
  "author_name": "",
  "post_date": "2020-02-09T15:46:22.096354400Z",
  "votes": 6,
  "comment_count": 14,
  "views": 0,
  "content": "<p>Here is a document detailing the complex math of one of the models given in <a href=\"https://www.kaggle.com/scirpus/handle-missing-values-not\">https://www.kaggle.com/scirpus/handle-missing-values-not</a>.\nHope you like it.\nn.b.  The overlines are there to remind one that these are complex numbers!</p>",
  "messages": [
    {
      "id": "740634",
      "postDate": "02/09/2020 15:46:22",
      "content": "<p>Here is a document detailing the complex math of one of the models given in <a href=\"https://www.kaggle.com/scirpus/handle-missing-values-not\">https://www.kaggle.com/scirpus/handle-missing-values-not</a>.\nHope you like it.\nn.b.  The overlines are there to remind one that these are complex numbers!</p>",
      "rawMarkdown": "Here is a document detailing the complex math of one of the models given in https://www.kaggle.com/scirpus/handle-missing-values-not.\nHope you like it.\nn.b.  The overlines are there to remind one that these are complex numbers!",
      "votes": null
    },
    {
      "id": "740753",
      "postDate": "02/09/2020 18:35:37",
      "content": "<p>So edgy!</p>",
      "rawMarkdown": "So edgy!",
      "votes": null
    },
    {
      "id": "740771",
      "postDate": "02/09/2020 19:00:34",
      "content": "<p>More like so bored waiting for a non deep learning competition.\nI do Kaggle as a bit of fun rather than wanting to download an exabyte of image data ;)</p>",
      "rawMarkdown": "More like so bored waiting for a non deep learning competition.\nI do Kaggle as a bit of fun rather than wanting to download an exabyte of image data ;)",
      "votes": null
    },
    {
      "id": "741422",
      "postDate": "02/10/2020 16:02:54",
      "content": "<p>I pictured you writing that with blood on the walls of a prison cell. I'll take the bait: is there a logic behind it?  Like algebraic stacks or qabalah or something.</p>",
      "rawMarkdown": "I pictured you writing that with blood on the walls of a prison cell. I'll take the bait: is there a logic behind it?  Like algebraic stacks or qabalah or something.",
      "votes": null
    },
    {
      "id": "741430",
      "postDate": "02/10/2020 16:12:20",
      "content": "<p>It is a tool I wrote that you give it a target and then it uses darwinian evolution to get to a solution - this took over 2000 generations.  It generates latex, r, c++ and python.</p>",
      "rawMarkdown": "It is a tool I wrote that you give it a target and then it uses darwinian evolution to get to a solution - this took over 2000 generations.  It generates latex, r, c++ and python.",
      "votes": null
    },
    {
      "id": "743111",
      "postDate": "02/11/2020 19:49:26",
      "content": "<p><a href=\"/scirpus\">@scirpus</a> </p>\n\n<p>I really appreciate your contributions but, I still don’t understand Genetic.</p>\n\n<p>I did ask you sometime ago some documentation, paper and I still would appreciate.</p>\n\n<p>Your scripts are so obscure but efficient ;-)</p>\n\n<p>Regards </p>",
      "rawMarkdown": "scirpus \n\nI really appreciate your contributions but, I still don’t understand Genetic.\n\nI did ask you sometime ago some documentation, paper and I still would appreciate.\n\nYour scripts are so obscure but efficient ;-)\n\nRegards",
      "votes": null
    },
    {
      "id": "743115",
      "postDate": "02/11/2020 19:53:09",
      "content": "<p><a href=\"/scirpus\">@scirpus</a> </p>\n\n<p>«&nbsp;this took over 2000 generations&nbsp;» </p>\n\n<p>Mister Darwin I presume ...</p>\n\n<p>I would like to understand your model(s), really !</p>",
      "rawMarkdown": "scirpus \n\n«&nbsp;this took over 2000 generations&nbsp;» \n\nMister Darwin I presume ...\n\nI would like to understand your model(s), really !",
      "votes": null
    },
    {
      "id": "744214",
      "postDate": "02/12/2020 16:57:50",
      "content": "<p>Hey there - I did give you a pdf that expresses the code as pure math ;)</p>",
      "rawMarkdown": "Hey there - I did give you a pdf that expresses the code as pure math ;)",
      "votes": null
    },
    {
      "id": "744353",
      "postDate": "02/12/2020 19:01:08",
      "content": "<p>Really ?</p>\n\n<p>Something a «&nbsp;standard&nbsp;»human could understand ?</p>\n\n<p>It is anyway fascinating :-)</p>",
      "rawMarkdown": "Really ?\n\nSomething a «&nbsp;standard&nbsp;»human could understand ?\n\nIt is anyway fascinating :-)",
      "votes": null
    },
    {
      "id": "746267",
      "postDate": "02/14/2020 19:51:35",
      "content": "<p>I like the idea of embedding the \"missing\" values on the purely imaginary axis. Have you ever played around with sending them to different values </p>\n\n<p>$$\n( 0+b_k \\cdot i ) \n$$ </p>\n\n<p>for different features </p>\n\n<p>$$\nX_k \\textrm{?}\n$$</p>",
      "rawMarkdown": "I like the idea of embedding the \"missing\" values on the purely imaginary axis. Have you ever played around with sending them to different values \n\n$$\n( 0+b_k \\cdot i ) \n$$ \n\nfor different features \n\n$$\nX_k \\textrm{?}\n$$",
      "votes": null
    },
    {
      "id": "746273",
      "postDate": "02/14/2020 19:54:40",
      "content": "<p>I haven't yet - the code is pretty new - I'll keep you posted!</p>",
      "rawMarkdown": "I haven't yet - the code is pretty new - I'll keep you posted!",
      "votes": null
    },
    {
      "id": "746278",
      "postDate": "02/14/2020 19:56:12",
      "content": "<p><a href=\"/scirpus\">@scirpus</a> </p>\n\n<p>I wanna be among them too...</p>",
      "rawMarkdown": "scirpus \n\nI wanna be among them too...",
      "votes": null
    },
    {
      "id": "746290",
      "postDate": "02/14/2020 20:08:44",
      "content": "<p>Awesome! Much appreciated.</p>\n\n<p>One further question: Without giving away your secret sauce --are you using a memetic algorithm per chance? </p>",
      "rawMarkdown": "Awesome! Much appreciated.\n\nOne further question: Without giving away your secret sauce --are you using a memetic algorithm per chance?",
      "votes": null
    },
    {
      "id": "746314",
      "postDate": "02/14/2020 20:32:23",
      "content": "<p>Straight Genetic Programming - Look at anything by John Koza - who also invented the lottery scratchcard!</p>",
      "rawMarkdown": "Straight Genetic Programming - Look at anything by John Koza - who also invented the lottery scratchcard!",
      "votes": null
    },
    {
      "id": "746319",
      "postDate": "02/14/2020 20:38:38",
      "content": "<p>Gotcha. Thanks for the reference!</p>",
      "rawMarkdown": "Gotcha. Thanks for the reference!",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 740753,
      "author_name": "davidbnn92",
      "author_url": "",
      "post_date": "02/09/2020 18:35:37",
      "content": "<p>So edgy!</p>",
      "votes": null,
      "replies": [
        {
          "id": 740771,
          "author_name": "scirpus",
          "author_url": "",
          "post_date": "02/09/2020 19:00:34",
          "content": "<p>More like so bored waiting for a non deep learning competition.\nI do Kaggle as a bit of fun rather than wanting to download an exabyte of image data ;)</p>",
          "votes": null,
          "replies": []
        },
        {
          "id": 741422,
          "author_name": "davidbnn92",
          "author_url": "",
          "post_date": "02/10/2020 16:02:54",
          "content": "<p>I pictured you writing that with blood on the walls of a prison cell. I'll take the bait: is there a logic behind it?  Like algebraic stacks or qabalah or something.</p>",
          "votes": null,
          "replies": []
        },
        {
          "id": 741430,
          "author_name": "scirpus",
          "author_url": "",
          "post_date": "02/10/2020 16:12:20",
          "content": "<p>It is a tool I wrote that you give it a target and then it uses darwinian evolution to get to a solution - this took over 2000 generations.  It generates latex, r, c++ and python.</p>",
          "votes": null,
          "replies": []
        },
        {
          "id": 743115,
          "author_name": "pfichou",
          "author_url": "",
          "post_date": "02/11/2020 19:53:09",
          "content": "<p><a href=\"/scirpus\">@scirpus</a> </p>\n\n<p>«&nbsp;this took over 2000 generations&nbsp;» </p>\n\n<p>Mister Darwin I presume ...</p>\n\n<p>I would like to understand your model(s), really !</p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 743111,
      "author_name": "pfichou",
      "author_url": "",
      "post_date": "02/11/2020 19:49:26",
      "content": "<p><a href=\"/scirpus\">@scirpus</a> </p>\n\n<p>I really appreciate your contributions but, I still don’t understand Genetic.</p>\n\n<p>I did ask you sometime ago some documentation, paper and I still would appreciate.</p>\n\n<p>Your scripts are so obscure but efficient ;-)</p>\n\n<p>Regards </p>",
      "votes": null,
      "replies": [
        {
          "id": 744214,
          "author_name": "scirpus",
          "author_url": "",
          "post_date": "02/12/2020 16:57:50",
          "content": "<p>Hey there - I did give you a pdf that expresses the code as pure math ;)</p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 744353,
      "author_name": "pfichou",
      "author_url": "",
      "post_date": "02/12/2020 19:01:08",
      "content": "<p>Really ?</p>\n\n<p>Something a «&nbsp;standard&nbsp;»human could understand ?</p>\n\n<p>It is anyway fascinating :-)</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 746267,
      "author_name": "puremath86",
      "author_url": "",
      "post_date": "02/14/2020 19:51:35",
      "content": "<p>I like the idea of embedding the \"missing\" values on the purely imaginary axis. Have you ever played around with sending them to different values </p>\n\n<p>$$\n( 0+b_k \\cdot i ) \n$$ </p>\n\n<p>for different features </p>\n\n<p>$$\nX_k \\textrm{?}\n$$</p>",
      "votes": null,
      "replies": [
        {
          "id": 746273,
          "author_name": "scirpus",
          "author_url": "",
          "post_date": "02/14/2020 19:54:40",
          "content": "<p>I haven't yet - the code is pretty new - I'll keep you posted!</p>",
          "votes": null,
          "replies": []
        },
        {
          "id": 746290,
          "author_name": "puremath86",
          "author_url": "",
          "post_date": "02/14/2020 20:08:44",
          "content": "<p>Awesome! Much appreciated.</p>\n\n<p>One further question: Without giving away your secret sauce --are you using a memetic algorithm per chance? </p>",
          "votes": null,
          "replies": []
        },
        {
          "id": 746314,
          "author_name": "scirpus",
          "author_url": "",
          "post_date": "02/14/2020 20:32:23",
          "content": "<p>Straight Genetic Programming - Look at anything by John Koza - who also invented the lottery scratchcard!</p>",
          "votes": null,
          "replies": []
        },
        {
          "id": 746319,
          "author_name": "puremath86",
          "author_url": "",
          "post_date": "02/14/2020 20:38:38",
          "content": "<p>Gotcha. Thanks for the reference!</p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 746278,
      "author_name": "pfichou",
      "author_url": "",
      "post_date": "02/14/2020 19:56:12",
      "content": "<p><a href=\"/scirpus\">@scirpus</a> </p>\n\n<p>I wanna be among them too...</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "740634": "Here is a document detailing the complex math of one of the models given in https://www.kaggle.com/scirpus/handle-missing-values-not.\nHope you like it.\nn.b.  The overlines are there to remind one that these are complex numbers!",
    "740753": "So edgy!",
    "740771": "More like so bored waiting for a non deep learning competition.\nI do Kaggle as a bit of fun rather than wanting to download an exabyte of image data ;)",
    "741422": "I pictured you writing that with blood on the walls of a prison cell. I'll take the bait: is there a logic behind it?  Like algebraic stacks or qabalah or something.",
    "741430": "It is a tool I wrote that you give it a target and then it uses darwinian evolution to get to a solution - this took over 2000 generations.  It generates latex, r, c++ and python.",
    "743111": "scirpus \n\nI really appreciate your contributions but, I still don’t understand Genetic.\n\nI did ask you sometime ago some documentation, paper and I still would appreciate.\n\nYour scripts are so obscure but efficient ;-)\n\nRegards",
    "743115": "scirpus \n\n«&nbsp;this took over 2000 generations&nbsp;» \n\nMister Darwin I presume ...\n\nI would like to understand your model(s), really !",
    "744214": "Hey there - I did give you a pdf that expresses the code as pure math ;)",
    "744353": "Really ?\n\nSomething a «&nbsp;standard&nbsp;»human could understand ?\n\nIt is anyway fascinating :-)",
    "746267": "I like the idea of embedding the \"missing\" values on the purely imaginary axis. Have you ever played around with sending them to different values \n\n$$\n( 0+b_k \\cdot i ) \n$$ \n\nfor different features \n\n$$\nX_k \\textrm{?}\n$$",
    "746273": "I haven't yet - the code is pretty new - I'll keep you posted!",
    "746278": "scirpus \n\nI wanna be among them too...",
    "746290": "Awesome! Much appreciated.\n\nOne further question: Without giving away your secret sauce --are you using a memetic algorithm per chance?",
    "746314": "Straight Genetic Programming - Look at anything by John Koza - who also invented the lottery scratchcard!",
    "746319": "Gotcha. Thanks for the reference!"
  },
  "source": "meta"
}