Python中的 numpy.atleast_2d()
numpy.atleast_2d()
函数用于将输入转换为至少具有二维的数组。标量和一维输入被转换为二维数组,而高维输入被保留。
Syntax : numpy.atleast_2d(*arrays)
Parameters :
arrays1, arrays2, … : [array_like] One or more array-like sequences. Non-array inputs are converted to arrays. Arrays that already have two or more dimensions are preserved.
Return : An array, or list of arrays, each with a.ndim >= 2. Copies are avoided where possible, and views with two or more dimensions are returned.
代码#1:工作
# Python program explaining
# numpy.atleast_2d() function
import numpy as geek
in_num = 10
print ("Input number : ", in_num)
out_arr = geek.atleast_2d(in_num)
print ("output 2d array from input number : ", out_arr)
输出 :
Input number : 10
output 2d array from input number : [[10]]
代码 #2:工作
# Python program explaining
# numpy.atleast_2d() function
import numpy as geek
my_list = [2, 6, 10],
print ("Input list : ", my_list)
out_arr = geek.atleast_2d(my_list)
print ("output 2d array : ", out_arr)
输出 :
Input list : ([2, 6, 10], )
output 2d array : [[ 2 6 10]]
代码#3:工作
# Python program explaining
# numpy.atleast_2d() function
# when inputs are in high dimension
import numpy as geek
in_arr = geek.arange(9).reshape(3, 3)
print ("Input array :\n ", in_arr)
out_arr = geek.atleast_2d(in_arr)
print ("output array :\n ", out_arr)
print(in_arr is out_arr)
输出 :
Input array :
[[0 1 2]
[3 4 5]
[6 7 8]]
output array :
[[0 1 2]
[3 4 5]
[6 7 8]]
True