Model: Google Cloud AI - Google_Harvard-CPF

    Name: Google-Harvard CPF
    Abbreviation: Google_Harvard-CPF
    Owner: covid19hub
    Team name: Google Cloud AI
    Description: Our model improves upon standard compartmental models by using temporally and spatially rich data, and integrating covariate encodings into compartment transitions via end-to-end learning.
    Contributors: Andrew Max (Google Cloud AI) <amax@google.com>, Arkady Epshteyn (Google Cloud AI) <aepshtey@google.com>, Brian Kang (Google Cloud AI) <briankang@google.com>, Chun-Liang Li (Google Cloud AI) <chunliang@google.com>, Dario Sava (Google Cloud AI) <dariosava@google.com>, David Parish (Google Cloud AI)<dmparish@google.com>, Derrick Miller (Google Cloud) <millerderrick@google.com>, Elli Kanal (Google Cloud AI) <ekanal@google.com>, Hanchao Liu (Google Cloud AI) <hanchaoliu@google.com>, Hootan Nakhost (Google Cloud AI) <hootan@google.com>, Isaac Jones (Google Cloud AI) <ipjones@google.com>, Jeremy Lai (Google Cloud AI) <jeremylai@google.com>, Jasmin Repenning (Google Cloud AI) <jrepenning@google.com>, Jinsung Yoon (Google Cloud AI) <jinsungyoon@google.com>, Karthik Ramasamy (Google Cloud AI) <cartick@google.com>, Leyou Zhang (Google Cloud AI) <leyouz@google.com>, Long Le (Google Cloud AI) <longtle@google.com>, Martin Nikoltchev (Google Cloud AI) <mnikoltchev@google.com>, Matthew Siegler (Google Cloud AI AI) <msiegler@google.com>, Mike Dusenberry (Google Cloud AI) <dusenberrymw@google.com>, Nate Yoder (Google Cloud AI) <nyoder@google.com>, Ola Rozenfeld (Google Cloud AI) <olaola@google.com>, Priya Rangaswamy (Google Cloud AI) <priyar@google.com>, Raj Sinha (Google Cloud AI) <sinharaj@google.com>, Rand Xie (Google Cloud AI) <randxie@google.com>, Sercan Arik (Google Cloud AI), <soarik@google.com>, Shashank Singh (Google Cloud AI), <shashanksi@google.com>, Thomas Tsai (Havard University) <ttsai@hsph.harvard.edu>, Tomas Pfister (Google Cloud AI) <tpfister@google.com>, Vik Menon (Google Cloud AI) <vikasmenon@google.com>, Vishal Karande (Google Cloud AI) <vishalkarande@google.com>, Yash Sonthalia (Google Cloud AI) <yashks@google.com> , Yong Li (Google Cloud AI) <yyongli@google.com>
    License: Other License
    Notes: primary
    Citation: https://arxiv.org/abs/2008.00646
    Methods: Missing
    Home: https://cloud.google.com/blog/products/ai-machine-learning/google-cloud-is-releasing-the-covid-19-public-forecasts
    Auxiliary data: Missing

    Forecasts (69)

    Timezero Data Source Upload Time Issued at Version
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    2021-02-15 2021-02-15-Google_Harvard-CPF.csv 2021-02-16 00:51:22 UTC 2021-02-15 12:00:00 UTC
    2021-02-16 (No data)
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    2021-02-22 2021-02-22-Google_Harvard-CPF.csv 2021-02-23 01:12:47 UTC 2021-02-22 12:00:00 UTC
    2021-02-23 (No data)
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    2021-02-28 2021-02-28-Google_Harvard-CPF.csv 2021-03-02 01:27:43 UTC 2021-03-01 12:00:00 UTC
    2021-03-01 (No data)
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    2021-03-08 2021-03-08-Google_Harvard-CPF.csv 2021-03-09 01:05:40 UTC 2021-03-08 12:00:00 UTC
    2021-03-10 (No data)
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    2021-03-12 (No data)
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    2021-03-14 2021-03-14-Google_Harvard-CPF.csv 2021-03-16 01:19:40 UTC 2021-03-15 12:00:00 UTC
    2021-03-15 (No data)
    2021-03-21 2021-03-21-Google_Harvard-CPF.csv 2021-03-23 00:59:52 UTC 2021-03-22 12:00:00 UTC
    2021-03-20 (No data)
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    2021-03-29 2021-03-29-Google_Harvard-CPF.csv 2021-03-30 01:14:04 UTC 2021-03-29 12:00:00 UTC
    2021-03-30 (No data)
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    2021-04-05 2021-04-05-Google_Harvard-CPF.csv 2021-04-06 01:00:21 UTC 2021-04-05 12:00:00 UTC
    2021-04-08 (No data)
    2021-04-10 (No data)
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    2021-04-12 2021-04-12-Google_Harvard-CPF.csv 2021-04-13 04:07:17 UTC 2021-04-13 12:00:00 UTC
    2021-04-13 (No data)
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    2021-04-15 (No data)
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    2021-04-19 2021-04-19-Google_Harvard-CPF.csv 2021-04-20 00:45:10 UTC 2021-04-19 12:00:00 UTC
    2021-04-20 (No data)
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    2021-04-22 (No data)
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    2021-04-25 (No data)
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    2021-04-26 2021-04-26-Google_Harvard-CPF.csv 2021-04-27 00:45:43 UTC 2021-04-26 12:00:00 UTC
    2021-04-27 (No data)
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    2021-04-29 (No data)
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    2021-05-01 (No data)
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    2021-05-03 2021-05-03-Google_Harvard-CPF.csv 2021-05-04 04:03:46 UTC 2021-05-04 12:00:00 UTC
    2021-05-04 (No data)
    2021-05-05 (No data)
    2021-07-03 (No data)
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    2021-05-09 (No data)
    2021-05-10 2021-05-10-Google_Harvard-CPF.csv 2021-05-11 00:51:38 UTC 2021-05-10 12:00:00 UTC
    2021-05-11 (No data)
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    2021-05-13 (No data)
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    2021-05-16 2021-05-16-Google_Harvard-CPF.csv 2021-05-18 01:14:21 UTC 2021-05-17 12:00:00 UTC
    2021-05-17 (No data)
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    2021-05-20 (No data)
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    2021-05-24 2021-05-24-Google_Harvard-CPF.csv 2021-05-25 18:30:19 UTC 2021-05-25 18:30:19 UTC
    2021-05-22 (No data)
    2021-07-26 2021-07-26-Google_Harvard-CPF.csv 2021-07-27 00:58:15 UTC 2021-07-27 00:58:15 UTC
    2021-05-25 (No data)
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    2021-05-27 (No data)
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    2021-05-30 2021-05-30-Google_Harvard-CPF.csv 2021-06-01 01:48:12 UTC 2021-06-01 01:48:12 UTC
    2021-05-31 (No data)
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    2021-06-06 2021-06-06-Google_Harvard-CPF.csv 2021-06-08 02:00:11 UTC 2021-06-08 02:00:11 UTC
    2021-06-05 (No data)
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    2021-06-13 2021-06-13-Google_Harvard-CPF.csv 2021-06-15 00:41:50 UTC 2021-06-15 00:41:50 UTC
    2021-06-14 (No data)
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    2021-06-20 2021-06-20-Google_Harvard-CPF.csv 2021-06-22 01:05:43 UTC 2021-06-22 01:05:43 UTC
    2021-06-21 (No data)
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    2021-06-27 2021-06-27-Google_Harvard-CPF.csv 2021-06-29 01:01:22 UTC 2021-06-29 01:01:22 UTC
    2021-06-28 (No data)
    2021-08-25 (No data)
    2021-08-29 (No data)
    2021-09-05 2021-09-05-Google_Harvard-CPF.csv 2021-09-06 18:35:36 UTC 2021-09-06 18:35:36 UTC
    2021-09-20 (No data)
    2021-09-26 2021-09-26-Google_Harvard-CPF.csv 2021-09-27 18:41:25 UTC 2021-09-27 18:41:25 UTC
    2021-10-17 2021-10-17-Google_Harvard-CPF.csv 2021-10-19 00:44:14 UTC 2021-10-19 00:44:14 UTC
    2021-10-26 (No data)
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    2021-11-29 2021-11-29-Google_Harvard-CPF.csv 2021-11-30 00:49:46 UTC 2021-11-30 00:49:46 UTC
    2021-12-07 (No data)
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