{
  "id": 253200,
  "title": "Has anyone tried Facebook Kats for Time Series Analysis?",
  "url": "/competitions/mlb-player-digital-engagement-forecasting/discussion/253200",
  "author_name": "",
  "post_date": "2021-07-15T11:20:46.594809700Z",
  "votes": 8,
  "comment_count": 2,
  "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": "1388996",
      "postDate": "07/15/2021 11:20:46",
      "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": "1389321",
      "postDate": "07/15/2021 15:57:14",
      "content": "<p>if you share, thanks a lot</p>",
      "rawMarkdown": "if you share, thanks a lot",
      "votes": null
    },
    {
      "id": "1486765",
      "postDate": "08/23/2021 07:53:15",
      "content": "<p>Hi <a href=\"https://www.kaggle.com/crained\" target=\"_blank\">@crained</a> ,<br>\nI did a thread for Kats <a href=\"https://www.kaggle.com/c/jane-street-market-prediction/discussion/248181#1361220\" target=\"_blank\">here</a></p>",
      "rawMarkdown": "Hi @crained ,\nI did a thread for Kats [here](https://www.kaggle.com/c/jane-street-market-prediction/discussion/248181#1361220)",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1389321,
      "author_name": "assign",
      "author_url": "",
      "post_date": "07/15/2021 15:57:14",
      "content": "<p>if you share, thanks a lot</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 1486765,
      "author_name": "kritidoneria",
      "author_url": "",
      "post_date": "08/23/2021 07:53:15",
      "content": "<p>Hi <a href=\"https://www.kaggle.com/crained\" target=\"_blank\">@crained</a> ,<br>\nI did a thread for Kats <a href=\"https://www.kaggle.com/c/jane-street-market-prediction/discussion/248181#1361220\" target=\"_blank\">here</a></p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1388996": "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.",
    "1389321": "if you share, thanks a lot",
    "1486765": "Hi @crained ,\nI did a thread for Kats [here](https://www.kaggle.com/c/jane-street-market-prediction/discussion/248181#1361220)"
  },
  "source": "meta"
}