The COVID-19 Forecast Hub Community

All data scientists and research teams with models that predict the course of the COVID-19 pandemic are welcome to submit their models to the COVID-19 Forecast Hub. Below are the models that have contributed to the Hub.

UMass-Amherst

The UMass-trends_ensemble model has 56 submitted forecasts.
Most recent forecast on Monday, 06 February 2023.

MOBS Lab at Northeastern

The MOBS-GLEAM_COVID model has 152 submitted forecasts.
Most recent forecast on Monday, 06 February 2023.

Masaryk University

The MUNI-ARIMA model has 88 submitted forecasts.
Most recent forecast on Monday, 06 February 2023.

GT

The GT-DeepCOVID model has 147 submitted forecasts.
Most recent forecast on Monday, 06 February 2023.

AMM

The AMM-EpiInvert model has 28 submitted forecasts.
Most recent forecast on Monday, 06 February 2023.

Potomac Research and University of Maryland

The PR_UMD-CF_RepTiLe model has 18 submitted forecasts.
Most recent forecast on Monday, 06 February 2023.

University of Georgia Center for the Ecology of Infectious Diseases Forecasting Working Group

The CEID-Walk model has 92 submitted forecasts.
Most recent forecast on Monday, 06 February 2023.

COVID-19 Forecast Hub

The COVIDhub-baseline model has 193 submitted forecasts.
Most recent forecast on Monday, 06 February 2023.

HKUST

The HKUST-DNN model has 86 submitted forecasts.
Most recent forecast on Monday, 06 February 2023.

CEPH Lab at Indiana University

The CEPH-Rtrend_covid model has 9 submitted forecasts.
Most recent forecast on Monday, 06 February 2023.

Predictive Science Inc

The PSI-DRAFT model has 145 submitted forecasts.
Most recent forecast on Monday, 06 February 2023.

IDSS COVID-19 Collaboration (Isolat) at MIT

The MIT_ISOLAT-Mixtures model has 104 submitted forecasts.
Most recent forecast on Monday, 06 February 2023.

COVIDhub_CDC

The COVIDhub_CDC-ensemble model has 149 submitted forecasts.
Most recent forecast on Monday, 06 February 2023.

Carnegie Mellon Delphi Group

The CMU-TimeSeries model has 109 submitted forecasts.
Most recent forecast on Monday, 06 February 2023.

Microsoft

The Microsoft-DeepSTIA model has 100 submitted forecasts.
Most recent forecast on Monday, 06 February 2023.

Predictive Science

The PSI-DICE model has 52 submitted forecasts.
Most recent forecast on Monday, 06 February 2023.

UT

The UT-Osiris model has 49 submitted forecasts.
Most recent forecast on Monday, 06 February 2023.

UCSD_NEU

The UCSD_NEU-DeepGLEAM model has 118 submitted forecasts.
Most recent forecast on Monday, 06 February 2023.

University of Virginia, Biocomplexity COVID-19 Response Team

The UVA-Ensemble model has 132 submitted forecasts.
Most recent forecast on Monday, 06 February 2023.

Columbia University

The CU-select model has 177 submitted forecasts.
Most recent forecast on Sunday, 05 February 2023.

Hussain Lab at Texas Tech University

The TTU-squider model has 126 submitted forecasts.
Most recent forecast on Sunday, 05 February 2023.

CU Boulder

The CUBoulder-COVIDLSTM model has 67 submitted forecasts.
Most recent forecast on Sunday, 05 February 2023.

Swiss Data Science Center / University of Geneva

The SDSC_ISG-TrendModel model has 109 submitted forecasts.
Most recent forecast on Sunday, 05 February 2023.

University of Southern California

The USC-SI_kJalpha model has 165 submitted forecasts.
Most recent forecast on Sunday, 05 February 2023.

AIMdyn

The AIMdyn-SlidingKoopman model has 3 submitted forecasts.
Most recent forecast on Sunday, 05 February 2023.

BPagano

The BPagano-RtDriven model has 127 submitted forecasts.
Most recent forecast on Sunday, 05 February 2023.

Johns Hopkins ID Dynamics COVID-19 Working Group

The JHU_IDD-CovidSP model has 127 submitted forecasts.
Most recent forecast on Sunday, 05 February 2023.

CUB_PopCouncil

The CUB_PopCouncil-SLSTM model has 50 submitted forecasts.
Most recent forecast on Saturday, 04 February 2023.

MIT-Cassandra

The MIT-Cassandra model has 88 submitted forecasts.
Most recent forecast on Monday, 30 January 2023.

Karlen Working Group

The Karlen-pypm model has 126 submitted forecasts.
Most recent forecast on Sunday, 29 January 2023.