Probability distribution in Python

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误落风尘
误落风尘 2020-12-02 08:12

I have a bunch of keys that each have an unlikeliness variable. I want to randomly choose one of these keys, yet I want it to be more unlikely for unlikely (key, values) to

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  •  孤街浪徒
    2020-12-02 08:55

    About 3 years later...

    If you use numpy, perhaps the simplest option is to use np.random.choice, which takes a list of possible values, and an optional sequence of probabilities associated with each value:

    import numpy as np
    
    values = ('A', 'B', 'C', 'D')
    weights = (0.5, 0.1, 0.2, 0.2)
    
    print ''.join(np.random.choice(values, size=60, replace=True, p=weights))
    # ACCADAACCDACDBACCADCAAAAAAADACCDCAADDDADAAACCAAACBAAADCADABA
    

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