Choose list variable given probability of each variable

Question

I\'ve been trying to code a program that uses the softmax activation function in the middle.

Right now, I have a list of probabilities like this:

P[0         


        

Answer 1

You can easily achieve this with numpy. It has a choice function which accepts the parameter of probabilities.

np.random.choice(
  ['pooh', 'rabbit', 'piglet', 'Christopher'], 
  5,
  p=[0.5, 0.1, 0.1, 0.3]
)