There's a probability theory and associated software package that uses stochastic matrices for inference/conditioning/etc: https://efprob.cs.ru.nl/ https://efpr

There's a probability theory and associated software package that uses stochastic matrices for inference/conditioning/etc: https://efprob.cs.ru.nl/ https://efprob.cs.ru.nl/