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原标题:Array broadcasting with numpy
  • 时间:2010-08-09 18:56:49
  •  标签:
  • python
  • numpy

我如何用沙尔暗的 lo子写下以下的 lo子?

def kl(myA, myB, a, b):
    lots of stuff that assumes all inputs are scalars

x, y = meshgrid(inclusive_arange(0.0, xsize, 0.10),
                inclusive_arange(0.0, ysize, 0.10))

for j in range(x.shape[0]):
    for i in range(x.shape[1]):
        z[j, i] = kl(x[j, i], y[j, i])

我想做的是这样的事情。

z = kl(x, y)

但这提供了:

TypeError: only length-1 arrays can be converted to Python scalars
最佳回答

您仅询问Numpy,它称作 array Radio,而不是隐蔽的住宿。 广播一个阵列的微量操作功能被称为一种通用功能,即: 许多基本的消费功能属于这种性质。

您可使用numpy. frompyfunc ,将您的现有职能改为kl

kl_ufunc = numpy.frompyfunc(kl, 4, 1)
...
z = kl_ufunc(x + 1.0, y + 1.0, myA, myB)

当然,如果你想要的话,你可以把“ufunc”(kl改为kl_ufunc,但随后将失去“kl的原始定义。 为您的目的,这可能会被罚款。

问题回答

这里有录像系列,你可能认为有用:

http://showmedo.com/videotutorials/video?name=10370070& FromSeriesID=1037

请注意,它是一系列研究广泛主题的一部分。

Just FYI.





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