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python如何擬合函數

九三
332
2021-02-25 13:49:10
欄目: 編程語言

python如何擬合函數

在python中使用curve_fit方法擬合函數,具體方法如下:

mport numpy as np

import matplotlib.pyplot as plt

from scipy.optimize import curve_fit

def func(x, a, b,c):

return a*np.sqrt(x)*(b*np.square(x)+c)

x = [20,30,40,50,60,70]

x = np.array(x)

num = [453,482,503,508,498,479]

y = np.array(num)

popt, pcov = curve_fit(func, x, y)

print(popt)

a = popt[0]

b = popt[1]

c = popt[2]

yvals = func(x,a,b,c) #擬合y值

print('popt:', popt)

print('系數a:', a)

print('系數b:', b)

print('系數c:', c)

print('系數pcov:', pcov)

print('系數yvals:', yvals)

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