numpy.delete 函数

此函数返回一个新数组,其中指定的子数组已从输入数组中删除。 与 insert() 函数的情况一样,如果不使用轴参数,输入数组将被展平。 该函数采用以下参数 −

Numpy.delete(arr, obj, axis)

这里,

序号 参数 & 描述
1

arr

输入数组

2

obj

可以是切片、整数或整数数组,表示要从输入数组中删除的子数组

3

axis

删除给定子数组所沿的轴。 如果没有给出,arr 被展平


示例

import numpy as np 
a = np.arange(12).reshape(3,4) 

print 'First array:' 
print a 
print '\n'  

print 'Array flattened before delete operation as axis not used:' 
print np.delete(a,5) 
print '\n'  

print 'Column 2 deleted:'  
print np.delete(a,1,axis = 1) 
print '\n'  

print 'A slice containing alternate values from array deleted:' 
a = np.array([1,2,3,4,5,6,7,8,9,10]) 
print np.delete(a, np.s_[::2])

它的输出将如下所示 −

First array:
[[ 0 1 2 3]
 [ 4 5 6 7]
 [ 8 9 10 11]]

Array flattened before delete operation as axis not used:
[ 0 1 2 3 4 6 7 8 9 10 11]

Column 2 deleted:
[[ 0 2 3]
 [ 4 6 7]
 [ 8 10 11]]

A slice containing alternate values from array deleted:
[ 2 4 6 8 10]

❮ NumPy 数组操作