{
  "id": 284919,
  "title": "Probably the most important paper for this competition",
  "url": "/competitions/g-research-crypto-forecasting/discussion/284919",
  "author_name": "Shahnawaz Akhtar",
  "post_date": "2021-11-02T21:00:45.304000",
  "votes": 17,
  "comment_count": 8,
  "views": 0,
  "content": "<p>Crypto volatilities usually go up in bursts and are always followed by a structure break because of imbalance in number of informed and uninformed traders. I think this paper by Marcos Lopez de Prado about VPIN and Flash Crash will be the most important paper from perspective of this competition.</p>\n<p><a href=\"https://papers.ssrn.com/sol3/papers.cfm?abstract_id=1695041\" target=\"_blank\">https://papers.ssrn.com/sol3/papers.cfm?abstract_id=1695041</a></p>",
  "messages": [
    {
      "id": 1568554,
      "postDate": "2021-11-02T21:00:45.303Z",
      "content": "<p>Crypto volatilities usually go up in bursts and are always followed by a structure break because of imbalance in number of informed and uninformed traders. I think this paper by Marcos Lopez de Prado about VPIN and Flash Crash will be the most important paper from perspective of this competition.</p>\n<p><a href=\"https://papers.ssrn.com/sol3/papers.cfm?abstract_id=1695041\" target=\"_blank\">https://papers.ssrn.com/sol3/papers.cfm?abstract_id=1695041</a></p>",
      "rawMarkdown": "Crypto volatilities usually go up in bursts and are always followed by a structure break because of imbalance in number of informed and uninformed traders. I think this paper by Marcos Lopez de Prado about VPIN and Flash Crash will be the most important paper from perspective of this competition.\n\nhttps://papers.ssrn.com/sol3/papers.cfm?abstract_id=1695041",
      "votes": 17
    },
    {
      "id": 1568588,
      "postDate": "2021-11-02T21:59:19.457Z",
      "content": "<p>Almost all Marco Lopez content is important for this competition, hes doing such a good job ^^</p>",
      "rawMarkdown": "Almost all Marco Lopez content is important for this competition, hes doing such a good job ^^",
      "votes": 3,
      "replies": [
        {
          "id": 1568590,
          "postDate": "2021-11-02T22:03:33.443Z",
          "content": "<p>Totally agree.. His book \"Advances in Financial Machine Learning\" is only one of it's kind comprehensive source on financial machine learning.</p>",
          "rawMarkdown": "Totally agree.. His book \"Advances in Financial Machine Learning\" is only one of it's kind comprehensive source on financial machine learning.",
          "votes": 2
        }
      ]
    },
    {
      "id": 1568645,
      "postDate": "2021-11-02T23:57:16.563Z",
      "content": "<p>how did you guys install the gresearch_crypto module?</p>",
      "rawMarkdown": "how did you guys install the gresearch_crypto module?\n\n",
      "votes": 1,
      "replies": [
        {
          "id": 1568653,
          "postDate": "2021-11-03T00:19:41.903Z",
          "content": "<p>If you are using Kaggle just import as seen <a href=\"https://www.kaggle.com/sohier/detailed-api-introduction\" target=\"_blank\">here</a>  <br>\nelse u should download first the gresearch_crypto folder and use sys.path.append(gresearch_crypto_folder_path) to read library and then import</p>",
          "rawMarkdown": "If you are using Kaggle just import as seen [here](https://www.kaggle.com/sohier/detailed-api-introduction)  \nelse u should download first the gresearch_crypto folder and use sys.path.append(gresearch_crypto_folder_path) to read library and then import",
          "votes": 2
        },
        {
          "id": 1569977,
          "postDate": "2021-11-03T21:51:26.573Z",
          "content": "<p>To fun locally you need to have python 3.7, not other versions.</p>",
          "rawMarkdown": "To fun locally you need to have python 3.7, not other versions.",
          "votes": 3
        }
      ]
    },
    {
      "id": 1573600,
      "postDate": "2021-11-06T19:03:31.490Z",
      "content": "<p>Lmao no it isn't</p>",
      "rawMarkdown": "Lmao no it isn't",
      "replies": [
        {
          "id": 1574390,
          "postDate": "2021-11-07T14:02:28.470Z",
          "content": "<p>It was supposed to be 😃, but things turned out very different way.</p>",
          "rawMarkdown": "It was supposed to be 😃, but things turned out very different way."
        }
      ]
    },
    {
      "id": 1568573,
      "postDate": "2021-11-02T21:28:41.593Z",
      "rawMarkdown": "",
      "isDeleted": true
    }
  ],
  "comments": [
    {
      "id": 1568588,
      "author_name": "Wwwwwwww",
      "author_url": "",
      "post_date": "2021-11-02T21:59:19.457000",
      "content": "<p>Almost all Marco Lopez content is important for this competition, hes doing such a good job ^^</p>",
      "votes": 3,
      "replies": [
        {
          "id": 1568590,
          "author_name": "Shahnawaz Akhtar",
          "author_url": "",
          "post_date": "2021-11-02T22:03:33.443000",
          "content": "<p>Totally agree.. His book \"Advances in Financial Machine Learning\" is only one of it's kind comprehensive source on financial machine learning.</p>",
          "votes": 2,
          "replies": []
        }
      ]
    },
    {
      "id": 1568645,
      "author_name": "ElliotGross19",
      "author_url": "",
      "post_date": "2021-11-02T23:57:16.563000",
      "content": "<p>how did you guys install the gresearch_crypto module?</p>",
      "votes": 1,
      "replies": [
        {
          "id": 1568653,
          "author_name": "Wwwwwwww",
          "author_url": "",
          "post_date": "2021-11-03T00:19:41.903000",
          "content": "<p>If you are using Kaggle just import as seen <a href=\"https://www.kaggle.com/sohier/detailed-api-introduction\" target=\"_blank\">here</a>  <br>\nelse u should download first the gresearch_crypto folder and use sys.path.append(gresearch_crypto_folder_path) to read library and then import</p>",
          "votes": 2,
          "replies": []
        },
        {
          "id": 1569977,
          "author_name": "esvhd",
          "author_url": "",
          "post_date": "2021-11-03T21:51:26.573000",
          "content": "<p>To fun locally you need to have python 3.7, not other versions.</p>",
          "votes": 3,
          "replies": []
        }
      ]
    },
    {
      "id": 1573600,
      "author_name": "infernapespeed",
      "author_url": "",
      "post_date": "2021-11-06T19:03:31.490000",
      "content": "<p>Lmao no it isn't</p>",
      "votes": 0,
      "replies": [
        {
          "id": 1574390,
          "author_name": "Shahnawaz Akhtar",
          "author_url": "",
          "post_date": "2021-11-07T14:02:28.470000",
          "content": "<p>It was supposed to be 😃, but things turned out very different way.</p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 1568573,
      "author_name": "",
      "author_url": "",
      "post_date": "2021-11-02T21:28:41.593000",
      "content": "",
      "votes": 0,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1568554": "Crypto volatilities usually go up in bursts and are always followed by a structure break because of imbalance in number of informed and uninformed traders. I think this paper by Marcos Lopez de Prado about VPIN and Flash Crash will be the most important paper from perspective of this competition.\n\nhttps://papers.ssrn.com/sol3/papers.cfm?abstract_id=1695041",
    "1568588": "Almost all Marco Lopez content is important for this competition, hes doing such a good job ^^",
    "1568645": "how did you guys install the gresearch_crypto module?\n\n",
    "1573600": "Lmao no it isn't",
    "1568573": ""
  }
}