numpy.random.choice() in Python
With the help of choice() method, we can get the random samples of one dimensional array and return the random samples of numpy array.
Syntax : numpy.random.choice(a, size=None, replace=True, p=None)
1) a – 1-D array of numpy having random samples.
2) size – Output shape of random samples of numpy array.
3) replace – Whether the sample is with or without replacement.
4) p – The probability attach with every samples in a.
Output : Return the numpy array of random samples.
Example #1 :
In this example we can see that by using choice() method, we are able to get the random samples of numpy array, it can generate uniform or non-uniform samples by using this method.
Example #2 :