the coding should be suitable for jupyter notebooks python

Beta Distribution The Beta distribution can be used in analysis of population genetics, time allocation in project management, control systems, variability of soil properties, etc. It is given by the equation : r(a + B) f(x; a,) r(a)()* xa-1(1 x)B-1 Where: x must lie between the limits : 0 5xs1 the shape parameters a, >0, and l'is the Gamma function (you can use an inbuilt function for this) . . Write a Python program which calculates the Beta distribution as it varies with either the a or scale parameter; i.e. if varying a, use a fixed value for the B parameter and vice versa. Your script should also plot the distribution as shown in the sample figure below. 0 . Your program should : Ask for the minimum, maximum and increment values for x. Test to make sure these are within the correct limits, i.e. that: Xmir > 0, Xminh Xmax = 1, Xing min, and that inc