Having a built-in Python beta() function is very convenient. If you're implementing Thompson Sampling in most other programming languages, you'll have to find an external library, or implement a beta( ...

T-Distribution: This type of sampling distribution is common in cases of small sample sizes. It may also be used when there is very little information about the entire population.