{
  "id": 253199,
  "title": "Has anyone tried Facebook Kats for Time Series Analysis?",
  "url": "/competitions/g2net-gravitational-wave-detection/discussion/253199",
  "author_name": "",
  "post_date": "2021-07-15T11:20:13.914965400Z",
  "votes": 3,
  "comment_count": 1,
  "views": 0,
  "content": "<p>According to their Github page: \"Kats is a toolkit to analyze time series data, a lightweight, easy-to-use, and generalizable framework to perform time series analysis. Time series analysis is an essential component of Data Science and Engineering work at industry, from understanding the key statistics and characteristics, detecting regressions and anomalies, to forecasting future trends. Kats aims to provide the one-stop shop for time series analysis, including detection, forecasting, feature extraction/embedding, multivariate analysis, etc.</p>\n<p>Kats is released by Facebook's Infrastructure Data Science team.\"</p>\n<p><a href=\"https://github.com/facebookresearch/Kats\" target=\"_blank\">Visit the Github page here.</a></p>\n<p>Has anyone tried it? If you'd like to see a notebook on this let me know and I might build one out. </p>",
  "messages": [
    {
      "id": "1388995",
      "postDate": "07/15/2021 11:20:13",
      "content": "<p>According to their Github page: \"Kats is a toolkit to analyze time series data, a lightweight, easy-to-use, and generalizable framework to perform time series analysis. Time series analysis is an essential component of Data Science and Engineering work at industry, from understanding the key statistics and characteristics, detecting regressions and anomalies, to forecasting future trends. Kats aims to provide the one-stop shop for time series analysis, including detection, forecasting, feature extraction/embedding, multivariate analysis, etc.</p>\n<p>Kats is released by Facebook's Infrastructure Data Science team.\"</p>\n<p><a href=\"https://github.com/facebookresearch/Kats\" target=\"_blank\">Visit the Github page here.</a></p>\n<p>Has anyone tried it? If you'd like to see a notebook on this let me know and I might build one out. </p>",
      "rawMarkdown": "According to their Github page: \"Kats is a toolkit to analyze time series data, a lightweight, easy-to-use, and generalizable framework to perform time series analysis. Time series analysis is an essential component of Data Science and Engineering work at industry, from understanding the key statistics and characteristics, detecting regressions and anomalies, to forecasting future trends. Kats aims to provide the one-stop shop for time series analysis, including detection, forecasting, feature extraction/embedding, multivariate analysis, etc.\n\nKats is released by Facebook's Infrastructure Data Science team.\"\n\n[Visit the Github page here.](https://github.com/facebookresearch/Kats)\n\nHas anyone tried it? If you'd like to see a notebook on this let me know and I might build one out.",
      "votes": null
    },
    {
      "id": "1563278",
      "postDate": "10/28/2021 06:53:18",
      "content": "<p>Hey,</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,\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": 1563278,
      "author_name": "zerafachris",
      "author_url": "",
      "post_date": "10/28/2021 06:53:18",
      "content": "<p>Hey,</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": {
    "1388995": "According to their Github page: \"Kats is a toolkit to analyze time series data, a lightweight, easy-to-use, and generalizable framework to perform time series analysis. Time series analysis is an essential component of Data Science and Engineering work at industry, from understanding the key statistics and characteristics, detecting regressions and anomalies, to forecasting future trends. Kats aims to provide the one-stop shop for time series analysis, including detection, forecasting, feature extraction/embedding, multivariate analysis, etc.\n\nKats is released by Facebook's Infrastructure Data Science team.\"\n\n[Visit the Github page here.](https://github.com/facebookresearch/Kats)\n\nHas anyone tried it? If you'd like to see a notebook on this let me know and I might build one out.",
    "1563278": "Hey,\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"
}