python 绘制正态曲线的示例_Python

python 绘制正态曲线的示例

2020-09-25 00:06谷子弟 Python

这篇文章主要介绍了python 绘制正态曲线的示例，帮助大家更好的利用python绘制图像，感兴趣的朋友可以了解下

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									import numpy as np

									import matplotlib.pyplot as plt

									import math

									# Python实现正态分布

									# 绘制正态分布概率密度函数

									u = 0  # 均值μ

									u01 = -2

									sig = math.sqrt(0.2) # 标准差δ

									sig01 = math.sqrt(1)

									sig02 = math.sqrt(5)

									sig_u01 = math.sqrt(0.5)

									x = np.linspace(u - 3*sig, u + 3*sig, 50)

									x_01 = np.linspace(u - 6 * sig, u + 6 * sig, 50)

									x_02 = np.linspace(u - 10 * sig, u + 10 * sig, 50)

									x_u01 = np.linspace(u - 10 * sig, u + 1 * sig, 50)

									y_sig = np.exp(-(x - u) ** 2 /(2* sig **2))/(math.sqrt(2*math.pi)*sig)

									y_sig01 = np.exp(-(x_01 - u) ** 2 /(2* sig01 **2))/(math.sqrt(2*math.pi)*sig01)

									y_sig02 = np.exp(-(x_02 - u) ** 2 / (2 * sig02 ** 2)) / (math.sqrt(2 * math.pi) * sig02)

									y_sig_u01 = np.exp(-(x_u01 - u01) ** 2 / (2 * sig_u01 ** 2)) / (math.sqrt(2 * math.pi) * sig_u01)

									plt.plot(x, y_sig, "r-", linewidth=2)

									plt.plot(x_01, y_sig01, "g-", linewidth=2)

									plt.plot(x_02, y_sig02, "b-", linewidth=2)

									plt.plot(x_u01, y_sig_u01, "m-", linewidth=2)

									# plt.plot(x, y, 'r-', x, y, 'go', linewidth=2,markersize=8)

									plt.grid(True)

									plt.show()