COVID19_AgentBasedSimulation
covasim
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COVID19_AgentBasedSimulation | covasim | |
---|---|---|
1 | 2 | |
80 | 242 | |
- | 0.8% | |
0.0 | 8.2 | |
over 1 year ago | 17 days 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.
covasim
- Daily Coronavirus Megathread - 19 September 2021
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Agent-based modelling prospects
It's used a lot in epidemiology. Eg: https://github.com/InstituteforDiseaseModeling/covasim
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.
coronavirus-dashboard - Dashboard for tracking Coronavirus (COVID-19) across the UK
aml_project
paperai - 📄 🤖 Semantic search and workflows for medical/scientific papers
seirsplus - Models of SEIRS epidemic dynamics with extensions, including network-structured populations, testing, contact tracing, and social distancing.
coronavirus-tracker-api - 🦠A simple and fast (< 200ms) API for tracking the global coronavirus (COVID-19, SARS-CoV-2) outbreak. It's written in python using the 🔥 FastAPI framework. Supports multiple sources!
covid19-sir - CovsirPhy: Python library for COVID-19 analysis with phase-dependent SIR-derived ODE models.
covid-vaccine-booking - This tool can be used to automate booking slots on Co-WIN Platform.
epysurv - Epidemiological surveillance in Python
corona - Reverse engineering SARS-CoV-2
covid19_scenarios - Models of COVID-19 outbreak trajectories and hospital demand