根据第一个数组选择第二个数组
Selecting a second array based on the first one
假设我有两个 len(1000)
数组,每个
array_a = np.array([1,2,3,....,1000]) # length of 1000
array_b = np.array([32344,83242,94323,....,48984]) # length of 1000
现在我 select 基于某些条件 array_a
的一个子集:
subset_a = array_a[(array_a>10) * (array_a<500)]
现在如何 select array_b
属于上述 subset_a
的那些值?
我试过了
subset_b = array_b[subset_a]
但我得到一个错误
IndexError: arrays used as indices must be of integer (or boolean) type
你在找这个吗?
import numpy as np
array_a = np.array([1,2,3,4,5]) # length of 5
array_b = np.array([6,7,8,9,10]) # length of 5
condition = array_a>3
print condition
subset_a = array_a[condition]
print subset_a
subset_b = array_b[condition]
print subset_b
假设我有两个 len(1000)
数组,每个
array_a = np.array([1,2,3,....,1000]) # length of 1000
array_b = np.array([32344,83242,94323,....,48984]) # length of 1000
现在我 select 基于某些条件 array_a
的一个子集:
subset_a = array_a[(array_a>10) * (array_a<500)]
现在如何 select array_b
属于上述 subset_a
的那些值?
我试过了
subset_b = array_b[subset_a]
但我得到一个错误
IndexError: arrays used as indices must be of integer (or boolean) type
你在找这个吗?
import numpy as np
array_a = np.array([1,2,3,4,5]) # length of 5
array_b = np.array([6,7,8,9,10]) # length of 5
condition = array_a>3
print condition
subset_a = array_a[condition]
print subset_a
subset_b = array_b[condition]
print subset_b