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35 lines
1.1 KiB
Python
35 lines
1.1 KiB
Python
import gradio as gr
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import matplotlib.pyplot as plt
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import numpy as np
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from math import sqrt
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def outbreak(r, month, countries, social_distancing):
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months = ["January", "February", "March", "April", "May"]
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m = months.index(month)
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start_day = 30 * m
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final_day = 30 * (m + 1)
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x = np.arange(start_day, final_day+1)
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day_count = x.shape[0]
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pop_count = {"USA": 350, "Canada": 40, "Mexico": 300, "UK": 120}
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r = sqrt(r)
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if social_distancing:
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r = sqrt(r)
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for i, country in enumerate(countries):
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series = x ** (r) * (i + 1)
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plt.plot(x, series)
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plt.title("Outbreak in " + month)
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plt.ylabel("Cases")
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plt.xlabel("Days since Day 0")
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plt.legend(countries)
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return plt
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iface = gr.Interface(outbreak,
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[
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gr.inputs.Slider(1, 4, label="R"),
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gr.inputs.Dropdown(["January", "February", "March", "April", "May"], label="Month"),
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gr.inputs.CheckboxGroup(["USA", "Canada", "Mexico", "UK"], label="Countries"),
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gr.inputs.Checkbox(label="Social Distancing?"),
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],
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"plot")
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if __name__ == "__main__":
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iface.launch() |