compute_doc_topic_probability(doc_id doc, topic_id topic) const override | meta::topics::lda_gibbs | protectedvirtual |
compute_sampling_weight(term_id term, doc_id doc, topic_id topic) const override | meta::topics::parallel_lda_gibbs | protectedvirtual |
compute_term_topic_probability(term_id term, topic_id topic) const override | meta::topics::lda_gibbs | protectedvirtual |
corpus_log_likelihood() const | meta::topics::lda_gibbs | protected |
decrease_counts(topic_id topic, term_id term, doc_id doc) override | meta::topics::parallel_lda_gibbs | protectedvirtual |
doc_word_topic_ | meta::topics::lda_gibbs | protected |
idx_ | meta::topics::lda_model | protected |
increase_counts(topic_id topic, term_id term, doc_id doc) override | meta::topics::parallel_lda_gibbs | protectedvirtual |
initialize() override | meta::topics::parallel_lda_gibbs | protectedvirtual |
lda_gibbs(std::shared_ptr< index::forward_index > idx, uint64_t num_topics, double alpha, double beta) | meta::topics::lda_gibbs | |
lda_gibbs(const lda_gibbs &other)=delete | meta::topics::lda_gibbs | protected |
lda_model(std::shared_ptr< index::forward_index > idx, uint64_t num_topics) | meta::topics::lda_model | |
lda_model(const lda_model &)=delete | meta::topics::lda_model | protected |
num_topics_ | meta::topics::lda_model | protected |
num_words_ | meta::topics::lda_model | protected |
operator=(const lda_gibbs &)=delete | meta::topics::lda_gibbs | protected |
meta::topics::lda_model::operator=(const lda_model &)=delete | meta::topics::lda_model | protected |
perform_iteration(uint64_t iter, bool init=false) override | meta::topics::parallel_lda_gibbs | protectedvirtual |
phi_ | meta::topics::lda_gibbs | protected |
phi_diffs_ | meta::topics::parallel_lda_gibbs | protected |
pool_ | meta::topics::parallel_lda_gibbs | protected |
rng_ | meta::topics::lda_gibbs | protected |
run(uint64_t num_iters, double convergence=1e-6) | meta::topics::lda_gibbs | virtual |
sample_topic(term_id term, doc_id doc) | meta::topics::lda_gibbs | protected |
save(const std::string &prefix) const | meta::topics::lda_model | |
save_doc_topic_distributions(const std::string &filename) const | meta::topics::lda_model | |
save_topic_term_distributions(const std::string &filename) const | meta::topics::lda_model | |
theta_ | meta::topics::lda_gibbs | protected |
~lda_gibbs()=default | meta::topics::lda_gibbs | virtual |
~lda_model()=default | meta::topics::lda_model | virtual |
~parallel_lda_gibbs()=default | meta::topics::parallel_lda_gibbs | virtual |