Please show this problem using python and the packages listed.

Using the function from numpy package write three functions exponentialRV(ooed, mean n) that returns for given soed a bunch of n random variables from an exponential distribution with the provided mean. Derive the generalized inverse distribution function analytically for your simulation poissonFV/(eeed, mean,n) that returns for given seed a bunch of n Poisson distributed random numbers with the provided mean. You have to numerically caloulate the inverse distribution function funnyDiceRV(sood,n) that returns for given seed a bunch of n random number which describe a biased die with distribution Simathbb[PKE) mathbb(P) (12)-mathbb(PK(3)-mathbblPH4) mathbb PI5))-1/10$ and SmathbbIPK6)-12