情节光滑曲线在PyPlot与大Y值

我按照this question以下数据给出的建议是：情节光滑曲线在PyPlot与大Y值

import matplotlib.pyplot as plt 
from numpy import array, linspace 
from scipy.interpolate import spline 

xdata = array([25, 36, 49]) 
ydata = array([145247, 363726, 789055]) 

xnew = linspace(xdata.min(),xdata.max(),300) 

ysmooth = spline(xdata,ydata,xnew) 

plt.plot(xnew,ysmooth) 
plt.show()

虽然它工作正常，在这个问题的数据，由于某种原因，这个数据，它打破：

Traceback (most recent call last): 
    File "test.py", line 526, in <module> 
    ysmooth = spline(xdata,ydata,xnew) 
    File "/Library/Frameworks/Python.framework/Versions/7.1/lib/python2.7/site-packages/scipy/interpolate/interpolate.py", line 809, in spline 
    return spleval(splmake(xk,yk,order=order,kind=kind,conds=conds),xnew) 
    File "/Library/Frameworks/Python.framework/Versions/7.1/lib/python2.7/site-packages/scipy/interpolate/interpolate.py", line 771, in splmake 
    coefs = func(xk, yk, order, conds, B) 
    File "/Library/Frameworks/Python.framework/Versions/7.1/lib/python2.7/site-packages/scipy/interpolate/interpolate.py", line 500, in _find_smoothest 
    p = np.dual.solve(Q,tmp) 
    File "/Library/Frameworks/Python.framework/Versions/7.1/lib/python2.7/site-packages/scipy/linalg/basic.py", line 70, in solve 
    raise LinAlgError("singular matrix") 
numpy.linalg.linalg.LinAlgError: singular matrix

我该如何解决这个问题？这似乎是非常简单的算法适合的数据。

来源

2011-08-14 Chris Redford