Skip to contents
-
eLDA_pass_b_fast()
- One Gibbs sampling sweep for LDA (collapsed) using document–term list.
-
init_mod_from_count()
- Initialize LDA/STM state from a (d, v, c) sparse count matrix.
-
run_lda_gibbs()
- Collapsed LDA Gibbs sampling for sparse (d, v, c) triplet data.
-
run_mlstm_vi()
- Multi-level supervised topic model (MLSTM) via variational inference.
-
run_stm_vi()
- Supervised topic model (STM) variational inference with ELBO-based convergence.
-
set_threads()
- Set threading options for STM/MLSTM computations
-
stm_multi_hier_vi_parallel()
- Variational inference for multi-output supervised topic models with hierarchical prior.
-
stm_vi_parallel()
- Variational inference for supervised LDA (single continuous response).