Calculate posterior distribution based on conjugates in Bayesian Statistics. This repo includes the most common conjugate classes that allow you to easily calculate a posterior without simulation (e.g. Metropolis?Hastings algorithm, Gibbs Sampling) or variational Bayes methods.

An example of how to run it is included in the example.py file. The requirements can be installed via pip with pip install -r requirements.txt.