• Numpy 数组的切片操作


    实例+解释如下(表格):关键是要明白python中数组的下标体系。一套从左往右,一套从右往左。

     1 import numpy as np
     2 import sys
     3 
     4 def main():
     5     A=np.array([1,2,3,4,5,6,7,8,9,0])
     6     B=A.copy()
     7     print A
     8     print 'same as print A,',A[:]
     9     print 'same as print A,',A[::1]
    10     print 'reverse A,',A[::-1]
    11     print 'print all elements with 2 interval,',A[::2]
    12     print 'print elements from the 4th element with 2 interval,',A[3::2]
    13     print 'print elements from the last 4th element with 2 interval,',A[-3::2]
    14     print 'print elements from the 2nd to 5th element with 2 interval,',A[1:4:2]
    15     print 'reverse print all elements with 2 interval,',A[::-2]
    16     print 'reverse print elements from the 4th element with 2 interval,',A[3::-2]
    17     print 'reverse print elements from the last 4th element with 2 interval,',A[-3::-2]
    18     #print A[a:b:c]: a and b determine range of slide. c determine the interval and direction (forth or reverse)
    19     print A[:-3:-1]
    20     print A[:3:1]
    21     print A[:3:-1]
    22     C=A[::-1]
    23     C[0]=10
    24     print 'A is also changed as how does c change,',A
    25     B[9]=0
    26     print 'A will not be affected when B change,',A
    27     print 'array slide from second element to the last one,',A[1:]
    28     print 'array slide from last second element to the first one,',A[:-1]
    29 
    30 
    31 
    32 if __name__ == "__main__":
    33     main()
    A=np.array([1,2,3,4,5,6,7,8,9,0]) 1 2 3 4 5 6 7 8 9 0
    下标系一Index(Left to Right) 0 1 2 3 4 5 6 7 8 9
    下标系二Index(Right to Left) -10 -9 -8 -7 -6 -5 -4 -3 -2 -1
    A[a:b:c] a和b   确定:切片操作的范围(from a to b, exclude b.), C 确定具体切片的pace和方向(例如:1表示Left to Right,pace=1. -1表示Right to   Left,pace=1.)。
    实例:A[:3:1] output: 1,2,3.   注:Index 3处对应的数组值4。1表示从左往右,步的大小是1。所以输出1,2,3
    实例:A[:-3:-1] output:0,9   注:Index -3处对应的数组值8。-1表示从右往左,步的大小是1。所以输出0,9
    实例:A[:3:-1] output:0,9,8,7,6,5   注:Index 3处对应的数组值4。-1表示从右往左,步的大小是1。所以输出0,9,8,7,6,5
    实例:A[:-3:1]

    output:1,2,3,4,5,6,7   注:Index -3处对应的数组值8。1表示从左往右,步的大小是1。所以输出1,2,3,4,5,6,7

    实例:A[-3::-1]

    output:8,7,6,5,4,3,2,1   注:Index -3处对应的数组值8。-1表示从右往左,步的大小是1。所以输出8,7,6,5,4,3,2,1

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  • 原文地址:https://www.cnblogs.com/1zhk/p/4929874.html
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