Model: GT - GT-FluFNP

    Name: FluFNP
    Abbreviation: GT-FluFNP
    Owner: lshandross
    Team name: GT
    Description: Data-driven approach based on probabilistic non-parametric neural Gaussian processes based model using syndromic, clinical, demographic, and mobility data sources.
    Contributors: B. Aditya Prakash (Georgia Institute of Technology) <badityap@cc.gatech.edu>, Alexander Rodríguez (Georgia Institute of Technology), Harshavardhan Kamarthi (Georgia Institute of Technology), Zhiyuan Zhao (Georgia Institute of Technology), Srikar Balusu (Georgia Institute of Technology), Rishi Raman (Georgia Institute of Technology), Full Team <deep-covid@lists.gatech.edu>
    License: Creative Commons Attribution 4.0
    Notes: primary
    Citation: https://proceedings.neurips.cc/paper/2021/hash/a4a1108bbcc329a70efa93d7bf060914-Abstract.html
    Methods: Jan 10, 2022 - "This data-driven deep learning model learns stochastic dependencies between various data sequences projected in a latent space via neural Gaussian processes. Therefore, it leverages the expressive power of deep sequential models along with non-parametric neural models to learn a non-parametric distribution of forecast as functional over past sequences. The data sequences used are syndromic, demographic, mobility and clinical data.
    Home: https://adityalab.cc.gatech.edu/
    Auxiliary data: (No URL)

    Forecasts (53)

    Timezero Data Source Upload Time Issued at Version
    2022-01-24 forecast2cf0549c334.json 2023-01-05 13:41:24 UTC 2023-01-05 13:41:24 UTC
    2022-10-03 (No data)
    2023-06-19 (No data)
    2023-06-12 (No data)
    2023-06-05 (No data)
    2022-06-20 forecast2cf05ecf56e6.json 2023-01-05 13:42:02 UTC 2023-01-05 13:42:02 UTC
    2022-06-13 forecast2cf040446a28.json 2023-01-05 13:42:01 UTC 2023-01-05 13:42:01 UTC
    2022-06-06 forecast2cf03c40184a.json 2023-01-05 13:41:59 UTC 2023-01-05 13:41:59 UTC
    2023-05-29 (No data)
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    2023-05-08 (No data)
    2023-05-01 forecast-315571694939.json 2023-05-04 11:13:53 UTC 2023-05-04 11:13:53 UTC
    2023-04-24 forecast-30cf64752f4.json 2023-04-28 16:06:13 UTC 2023-04-28 16:06:13 UTC
    2023-04-17 forecast-2d7d2c993e8a.json 2023-04-20 11:12:59 UTC 2023-04-20 11:12:59 UTC
    2023-04-10 forecast-2d8215a907e6.json 2023-04-13 11:11:51 UTC 2023-04-13 11:11:51 UTC
    2023-04-03 forecast-2d9d1af0adcc.json 2023-04-06 11:12:46 UTC 2023-04-06 11:12:46 UTC
    2023-03-27 forecast-2df74f17f890.json 2023-03-30 11:14:51 UTC 2023-03-30 11:14:51 UTC
    2023-03-20 forecast-2e297cf36187.json 2023-03-23 11:13:02 UTC 2023-03-23 11:13:02 UTC
    2023-03-13 forecast-2e093bd96965.json 2023-03-16 11:11:50 UTC 2023-03-16 11:11:50 UTC
    2023-03-06 forecast-2e386fc0db08.json 2023-03-09 11:15:53 UTC 2023-03-09 11:15:53 UTC
    2023-02-27 forecast-2de75ec5f028.json 2023-03-02 11:12:05 UTC 2023-03-02 11:12:05 UTC
    2023-02-20 forecast-2e2577836249.json 2023-02-23 00:20:59 UTC 2023-02-23 00:20:59 UTC
    2023-02-13 forecast-545936499748.json 2023-02-16 11:17:19 UTC 2023-02-16 11:17:19 UTC
    2023-02-06 forecast-553d35f07bb0.json 2023-02-09 11:18:03 UTC 2023-02-09 11:18:03 UTC
    2023-01-30 forecast-54992c52ec7e.json 2023-02-02 20:06:34 UTC 2023-02-02 20:06:34 UTC
    2023-01-23 forecast-551a4a454cd3.json 2023-01-25 23:20:34 UTC 2023-01-25 23:20:34 UTC
    2023-01-16 forecast-550f5cd1000b.json 2023-01-24 14:44:18 UTC 2023-01-24 14:44:18 UTC
    2023-01-09 forecast-5c2c426b7c04.json 2023-01-13 19:35:57 UTC 2023-01-13 19:35:57 UTC
    2023-01-02 forecast67875454021.json 2023-01-05 19:58:31 UTC 2023-01-05 19:58:31 UTC
    2022-12-26 forecast31404c3515e3.json 2022-12-29 20:24:47 UTC 2022-12-29 20:24:47 UTC
    2022-12-19 forecast3140f101a04.json 2022-12-29 20:24:46 UTC 2022-12-29 20:24:46 UTC
    2022-12-12 forecast31402d6c3eea.json 2022-12-29 20:24:46 UTC 2022-12-29 20:24:46 UTC
    2022-12-05 forecast31401137198d.json 2022-12-29 20:24:44 UTC 2022-12-29 20:24:44 UTC
    2022-11-28 forecast314035221f93.json 2022-12-29 20:24:43 UTC 2022-12-29 20:24:43 UTC
    2022-11-21 forecast31402e0078b4.json 2022-12-29 20:24:42 UTC 2022-12-29 20:24:42 UTC
    2022-11-14 forecast3140737961a3.json 2022-12-29 20:24:41 UTC 2022-12-29 20:24:41 UTC
    2022-11-07 forecast3140798f6568.json 2022-12-29 20:24:40 UTC 2022-12-29 20:24:40 UTC
    2022-10-31 forecast31404eb1512a.json 2022-12-29 20:24:39 UTC 2022-12-29 20:24:39 UTC
    2022-10-24 forecast314012453bd9.json 2022-12-29 20:24:38 UTC 2022-12-29 20:24:38 UTC
    2022-10-17 forecast314045f5163e.json 2022-12-29 20:24:37 UTC 2022-12-29 20:24:37 UTC
    2022-10-10 (No data)
    2022-05-30 forecast2cf04c5f44cb.json 2023-01-05 13:41:56 UTC 2023-01-05 13:41:56 UTC
    2022-05-23 forecast2cf0a9155fc.json 2023-01-05 13:41:55 UTC 2023-01-05 13:41:55 UTC
    2022-05-16 forecast2cf02ed94f98.json 2023-01-05 13:41:53 UTC 2023-01-05 13:41:53 UTC
    2022-05-09 forecast2cf01a493a46.json 2023-01-05 13:41:51 UTC 2023-01-05 13:41:51 UTC
    2022-05-02 forecast2cf049a859e2.json 2023-01-05 13:41:49 UTC 2023-01-05 13:41:49 UTC
    2022-04-25 forecast2cf024882b9c.json 2023-01-05 13:41:47 UTC 2023-01-05 13:41:47 UTC
    2022-04-18 forecast2cf075b63256.json 2023-01-05 13:41:45 UTC 2023-01-05 13:41:45 UTC
    2022-04-11 forecast2cf04eaca.json 2023-01-05 13:41:44 UTC 2023-01-05 13:41:44 UTC
    2022-04-04 forecast2cf028cf6a55.json 2023-01-05 13:41:42 UTC 2023-01-05 13:41:42 UTC
    2022-03-28 forecast2cf01c0c5a7e.json 2023-01-05 13:41:40 UTC 2023-01-05 13:41:40 UTC
    2022-03-21 forecast2cf04dca893.json 2023-01-05 13:41:39 UTC 2023-01-05 13:41:39 UTC
    2022-03-14 forecast2cf0276a2bf8.json 2023-01-05 13:41:37 UTC 2023-01-05 13:41:37 UTC
    2022-03-07 forecast2cf05af526f0.json 2023-01-05 13:41:35 UTC 2023-01-05 13:41:35 UTC
    2022-02-28 forecast2cf019596d0e.json 2023-01-05 13:41:33 UTC 2023-01-05 13:41:33 UTC
    2022-02-21 forecast2cf072c43795.json 2023-01-05 13:41:31 UTC 2023-01-05 13:41:31 UTC
    2022-02-14 forecast2cf07e5b7365.json 2023-01-05 13:41:30 UTC 2023-01-05 13:41:30 UTC
    2022-02-07 forecast2cf01abc6d51.json 2023-01-05 13:41:28 UTC 2023-01-05 13:41:28 UTC
    2022-01-31 forecast2cf03b1160ed.json 2023-01-05 13:41:26 UTC 2023-01-05 13:41:26 UTC
    2022-01-17 forecast2cf02f043d9c.json 2023-01-05 13:41:22 UTC 2023-01-05 13:41:22 UTC
    2022-01-10 forecast2cf025cc5f6b.json 2023-01-05 13:41:20 UTC 2023-01-05 13:41:20 UTC
    2022-01-03 (No data)
    2021-12-27 (No data)
    2021-12-20 (No data)
    2021-12-13 (No data)