bayesian networks 🔗

markov blanket 🔗

Source: Barber’s BRML:

d-separation 🔗

tl;dr 🔗

Active paths (source🔗

the multivariate Gaussian distribution 🔗

comparing gaussian quadratic form to obtain mean and covariance, instead of completing the square 🔗

Source: Bishop’s PRML chapter 2.3