Matplotlib 从多个点绘制样条曲线
Matplotlib draw Spline from multiple points
我有阵列点
nodes = [(1, 2), (6, 15), (10, 6), (10, 3), (3, 7)]
现在,我需要绘制 Spline
通过点。你可以看到图像结果
但是我不会用matplotlib.pyplot
画画。帮帮我
所以,正确的代码是:
from __future__ import division
import matplotlib.pyplot as plt
import numpy as np
from scipy import interpolate
nodes = np.array( [ [1, 2], [6, 15], [10, 6], [10, 3], [3, 7] ] )
x = nodes[:,0]
y = nodes[:,1]
tck,u = interpolate.splprep( [x,y] ,s = 0 )
xnew,ynew = interpolate.splev( np.linspace( 0, 1, 100 ), tck,der = 0)
plt.plot( x,y,'o' , xnew ,ynew )
plt.legend( [ 'data' , 'spline'] )
plt.axis( [ x.min() - 1 , x.max() + 1 , y.min() - 1 , y.max() + 2 ] )
plt.show()
我有阵列点
nodes = [(1, 2), (6, 15), (10, 6), (10, 3), (3, 7)]
现在,我需要绘制 Spline
通过点。你可以看到图像结果
但是我不会用matplotlib.pyplot
画画。帮帮我
所以,正确的代码是:
from __future__ import division
import matplotlib.pyplot as plt
import numpy as np
from scipy import interpolate
nodes = np.array( [ [1, 2], [6, 15], [10, 6], [10, 3], [3, 7] ] )
x = nodes[:,0]
y = nodes[:,1]
tck,u = interpolate.splprep( [x,y] ,s = 0 )
xnew,ynew = interpolate.splev( np.linspace( 0, 1, 100 ), tck,der = 0)
plt.plot( x,y,'o' , xnew ,ynew )
plt.legend( [ 'data' , 'spline'] )
plt.axis( [ x.min() - 1 , x.max() + 1 , y.min() - 1 , y.max() + 2 ] )
plt.show()