逐元素添加两个元组

问题描述

我只是想知道是否有一种特别的 Pythonic 方法可以按元素添加两个元组?

I was just wondering if there was an especially pythonic way of adding two tuples elementwise?

到目前为止(a 和 b 是元组)，我有

So far (a and b are tuples), I have

map(sum, zip(a, b))

我的预期输出是:

(a[0] + b[0], a[1] + b[1], ...)

可能的称重是给 a 0.5 的重量和 b 0.5 的重量，等等.(我正在尝试采用加权平均值).

And a possible weighing would be to give a 0.5 weight and b 0.5 weight, or so on. (I'm trying to take a weighted average).

这很好用，但是说我想添加权重，我不太确定该怎么做.

Which works fine, but say I wanted to add a weighting, I'm not quite sure how I would do that.

谢谢

推荐答案

压缩它们，然后对每个元组求和.

Zip them, then sum each tuple.

[sum(x) for x in zip(a,b)]

这是一个更好但更复杂的版本，它允许加权.

EDIT : Here's a better, albeit more complex version that allows for weighting.

from itertools import starmap, islice, izip

a = [1, 2, 3]
b = [3, 4, 5]
w = [0.5, 1.5] # weights => a*0.5 + b*1.5

products = [m for m in starmap(lambda i,j:i*j, [y for x in zip(a,b) for y in zip(x,w)])]

sums = [sum(x) for x in izip(*[islice(products, i, None, 2) for i in range(2)])]

print sums # should be [5.0, 7.0, 9.0]

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