{
  "id": 271872,
  "title": "Is there a way to generate mock data",
  "url": "/competitions/g2net-gravitational-wave-detection/discussion/271872",
  "author_name": "",
  "post_date": "2021-09-13T00:38:36.271335300Z",
  "votes": 1,
  "comment_count": 4,
  "views": 0,
  "content": "<p>Hi,</p>\n<p>My though was to generate mock data, train a UNet on it to get rig of the moise, and the apply the UNet to the real data to denoise it better. Does anyone know if there is a way to generate mock GW mergers that I can combine with noise?</p>\n<p>Akshay</p>",
  "messages": [
    {
      "id": "1510955",
      "postDate": "09/13/2021 00:38:36",
      "content": "<p>Hi,</p>\n<p>My though was to generate mock data, train a UNet on it to get rig of the moise, and the apply the UNet to the real data to denoise it better. Does anyone know if there is a way to generate mock GW mergers that I can combine with noise?</p>\n<p>Akshay</p>",
      "rawMarkdown": "Hi,\n\nMy though was to generate mock data, train a UNet on it to get rig of the moise, and the apply the UNet to the real data to denoise it better. Does anyone know if there is a way to generate mock GW mergers that I can combine with noise?\n\nAkshay",
      "votes": null
    },
    {
      "id": "1510970",
      "postDate": "09/13/2021 01:15:33",
      "content": "<p>Indeed. Comb through forums and kernels--there are at least three discussions on the topic, complete with code.</p>",
      "rawMarkdown": "Indeed. Comb through forums and kernels--there are at least three discussions on the topic, complete with code.",
      "votes": null
    },
    {
      "id": "1511000",
      "postDate": "09/13/2021 02:38:07",
      "content": "<p><a href=\"https://www.kaggle.com/mistag/reverse-engineering-create-clean-gw-signals\" target=\"_blank\">https://www.kaggle.com/mistag/reverse-engineering-create-clean-gw-signals</a></p>\n<p>I was thinking of denoising it that way, but I got stuck trying to decide what parameters to use to generate the clean waves.<br>\nMore details on the parameters here:<br>\n<a href=\"https://www.kaggle.com/c/g2net-gravitational-wave-detection/discussion/271353\" target=\"_blank\">https://www.kaggle.com/c/g2net-gravitational-wave-detection/discussion/271353</a></p>",
      "rawMarkdown": "https://www.kaggle.com/mistag/reverse-engineering-create-clean-gw-signals\n\nI was thinking of denoising it that way, but I got stuck trying to decide what parameters to use to generate the clean waves.\nMore details on the parameters here:\nhttps://www.kaggle.com/c/g2net-gravitational-wave-detection/discussion/271353",
      "votes": null
    },
    {
      "id": "1511864",
      "postDate": "09/13/2021 18:26:53",
      "content": "<p>See for the way to use data augmentation techniques…</p>",
      "rawMarkdown": "See for the way to use data augmentation techniques...",
      "votes": null
    },
    {
      "id": "1559711",
      "postDate": "10/27/2021 07:08:35",
      "content": "<p>Hey All,</p>\n<p>Thank you all for taking part in our competition. The participation has been overwhelmingly positive. We are currently conducting a survey to gauge the demographic and outreach achieved. Kindly spare 2min and fill in this survey <a href=\"https://forms.gle/QP9L16niPexozyhu5\" target=\"_blank\">https://forms.gle/QP9L16niPexozyhu5</a>.</p>\n<p>Thank you all,</p>\n<p>Regards,<br>\nChris</p>",
      "rawMarkdown": "Hey All,\n\nThank you all for taking part in our competition. The participation has been overwhelmingly positive. We are currently conducting a survey to gauge the demographic and outreach achieved. Kindly spare 2min and fill in this survey https://forms.gle/QP9L16niPexozyhu5.\n\nThank you all,\n\nRegards,\nChris",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1510970,
      "author_name": "authman",
      "author_url": "",
      "post_date": "09/13/2021 01:15:33",
      "content": "<p>Indeed. Comb through forums and kernels--there are at least three discussions on the topic, complete with code.</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 1511000,
      "author_name": "nyleve",
      "author_url": "",
      "post_date": "09/13/2021 02:38:07",
      "content": "<p><a href=\"https://www.kaggle.com/mistag/reverse-engineering-create-clean-gw-signals\" target=\"_blank\">https://www.kaggle.com/mistag/reverse-engineering-create-clean-gw-signals</a></p>\n<p>I was thinking of denoising it that way, but I got stuck trying to decide what parameters to use to generate the clean waves.<br>\nMore details on the parameters here:<br>\n<a href=\"https://www.kaggle.com/c/g2net-gravitational-wave-detection/discussion/271353\" target=\"_blank\">https://www.kaggle.com/c/g2net-gravitational-wave-detection/discussion/271353</a></p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 1511864,
      "author_name": "duonghuy111",
      "author_url": "",
      "post_date": "09/13/2021 18:26:53",
      "content": "<p>See for the way to use data augmentation techniques…</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 1559711,
      "author_name": "zerafachris",
      "author_url": "",
      "post_date": "10/27/2021 07:08:35",
      "content": "<p>Hey All,</p>\n<p>Thank you all for taking part in our competition. The participation has been overwhelmingly positive. We are currently conducting a survey to gauge the demographic and outreach achieved. Kindly spare 2min and fill in this survey <a href=\"https://forms.gle/QP9L16niPexozyhu5\" target=\"_blank\">https://forms.gle/QP9L16niPexozyhu5</a>.</p>\n<p>Thank you all,</p>\n<p>Regards,<br>\nChris</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1510955": "Hi,\n\nMy though was to generate mock data, train a UNet on it to get rig of the moise, and the apply the UNet to the real data to denoise it better. Does anyone know if there is a way to generate mock GW mergers that I can combine with noise?\n\nAkshay",
    "1510970": "Indeed. Comb through forums and kernels--there are at least three discussions on the topic, complete with code.",
    "1511000": "https://www.kaggle.com/mistag/reverse-engineering-create-clean-gw-signals\n\nI was thinking of denoising it that way, but I got stuck trying to decide what parameters to use to generate the clean waves.\nMore details on the parameters here:\nhttps://www.kaggle.com/c/g2net-gravitational-wave-detection/discussion/271353",
    "1511864": "See for the way to use data augmentation techniques...",
    "1559711": "Hey All,\n\nThank you all for taking part in our competition. The participation has been overwhelmingly positive. We are currently conducting a survey to gauge the demographic and outreach achieved. Kindly spare 2min and fill in this survey https://forms.gle/QP9L16niPexozyhu5.\n\nThank you all,\n\nRegards,\nChris"
  },
  "source": "meta"
}