random.choice()
阿新 • • 發佈:2018-11-26
概述:
可以從一個int數字或1維array裡隨機選取內容,並將選取結果放入n維array中返回。
說明:
numpy.random.choice(a, size=None, replace=True, p=None)
a : 1-D array-like or int
If an ndarray, a random sample is generated from its elements.
If an int, the random sample is generated as if a was np.arange(n)
size : int or tuple of ints, optional
replace : boolean, optional
Whether the sample is with or without replacement
p : 1-D array-like, optional
The probabilities associated with each entry in a. If not given the sample assumes a uniform distribution over all entries in a.
示例程式碼
>>> np.random.choice(5 , 3)
array([0, 3, 4])
>>> np.random.choice(5, 3, p=[0.1, 0, 0.3, 0.6, 0])
array([3, 3, 0])
>>> np.random.choice(5, 3, replace=False)
array([3,1,0])
>>> np.random.choice(5, 3, replace=False, p=[0.1, 0, 0.3, 0.6, 0])
array([2, 3, 0])
>>> aa_milne_arr = ['pooh', 'rabbit', 'piglet' , 'Christopher']
>>> np.random.choice(aa_milne_arr, 5, p=[0.5, 0.1, 0.1, 0.3])
array(['pooh', 'pooh', 'pooh', 'Christopher', 'piglet'],