collapsed_gibbs.hpp File Reference

Go to the source code of this file.

Classes
class	bnmf_algs::details::CollapsedGibbsComputer< T, Scalar >
	Computer type that will compute the next collapsed gibbs sample when its operator() is invoked. More...

Namespaces
	bnmf_algs
	Main namespace for bnmf-algs library.
	bnmf_algs::details
	Namespace that contains types and functions for internal computations.
	bnmf_algs::bld
	Namespace that contains solver and auxiliary functions for Best Latent Decomposition (BLD) problem.

Functions
template<typename T , typename Scalar >
util::Generator< tensor_t< T, 3 >, details::CollapsedGibbsComputer< T, Scalar > >	bnmf_algs::bld::collapsed_gibbs (const matrix_t< T > &X, size_t z, const alloc_model::Params< Scalar > &model_params, size_t max_iter=1000, double eps=1e-50)
	Compute a sequence of \(S\) tensors using Collapsed Gibbs Sampler method. More...