Decrement the given count of topic and term in the model data structures.
Decrement the given count of topic and term in the model data structures.
Temporary array populated by sampling (not safe to use the same sampler in more than one thread).
Temporary array populated by sampling (not safe to use the same sampler in more than one thread).
Increment the given count of topic and term in the model data structures.
Increment the given count of topic and term in the model data structures.
Resamples each topic assignment in the given document.
Resamples each topic assignment in the given document.
Creates and samples from a probability distribution over topics for a given term.
Creates and samples from a probability distribution over topics for a given term.
A sampler that updates the model (normal gibbs sampling).