Update $K$ in Gibbs sampling
| 1 | 
| y | data vector | 
| mu | vector of class means | 
| w | vector of class weights | 
| sigma | vector of inverse variances, one entry per class | 
| tau | hyperparameter | 
| theta | hyperparameter | 
| delta | hyperparameter | 
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