All functions

logit_CAVI()

Variational inference for Bayesian logistic regression using CAVI algorithm

runModel()

Run the Variational Bayes patient Phenotyping model

scd_cohort

Synthetic Sickle Cell Anaemia data

vb_gmm_cavi()

Main algorithm function for the VB CAVI GMM

VB_GMM_ELBO()

Calculate the Evidence Lower Bound (ELBO)

VB_GMM_Expectation()

Variational Bayes Expectation step

VB_GMM_Init()

Initialise the variational parameters and the hyper parameters

VB_GMM_Maximisation()

Variational Bayes Maximisation step