在NumPy数组中查找等于零的元素的索引

问题描述:

NumPy具有高效的功能/方法 nonzero() 标识ndarray对象中非零元素的索引.获取要做的值为零的元素的索引的最有效方法是什么?

NumPy has the efficient function/method nonzero() to identify the indices of non-zero elements in an ndarray object. What is the most efficient way to obtain the indices of the elements that do have a value of zero?

numpy.where ()是我的最爱.

>>> x = numpy.array([1,0,2,0,3,0,4,5,6,7,8])
>>> numpy.where(x == 0)[0]
array([1, 3, 5])