COVID19_AgentBasedSimulation
seirsplus
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COVID19_AgentBasedSimulation | seirsplus | |
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1 | 1 | |
80 | 646 | |
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0.0 | 0.0 | |
over 1 year ago | about 1 year ago | |
Python | Python | |
GNU General Public License v3.0 only | MIT License |
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COVID19_AgentBasedSimulation
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Reinforcement learning on COVID-19 countermeasures
For the covid agent model I used COVID-ABS, the reward is taken from this paper and takes into account number of infected, deaths and the economy.
seirsplus
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SIERS Modeling Primer: Like Pandemic the Game But With More Math
Ryan Mcgee's Python SEIRS Model
What are some alternatives?
mesa - Mesa is an open-source Python library for agent-based modeling, ideal for simulating complex systems and exploring emergent behaviors.
RPICovidScraper - scraper for Rensselaer Polytechnic Institute (RPI)'s Covid Dashboard
aml_project
covid-19-open-data - Datasets of daily time-series data related to COVID-19 for over 20,000 distinct locations around the world.
covasim - COVID-19 Agent-based Simulator (Covasim): a model for exploring coronavirus dynamics and interventions
epispot - A tool for modeling infectious diseases.
covid19-sir - CovsirPhy: Python library for COVID-19 analysis with phase-dependent SIR-derived ODE models.
covid-19 - Novel Coronavirus 2019 time series data on cases
covid-19-data - Data on COVID-19 (coronavirus) cases, deaths, hospitalizations, tests • All countries • Updated daily by Our World in Data
epysurv - Epidemiological surveillance in Python