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modeling-covid19's Introduction

covid19

Inference code for research "Mathematical Modeling of the Spread of COVID-19 Transmission Taking Into Account the Undocumented Infection Group and Government Policy Compliance in South Korea" published in Journal of The Korean Data Analysis Society

Title

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Model

See the structure in main_model.py (line : 1 ~ 215)

COVID-19 TIMELINE IN South Korea

Optimization

See the algorithm and module in main_model.py (line : 220 ~ 802)

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Example of Optization

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Parameters

See the optimized parameters in result And you can see detailed fitting process in inference.ipnyb

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Analysis

See the several analysis of variables in analysis.ipynb Fig 7 Fig 8 b

Result

See the prediction code in analysis.ipynb Fig 10

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