Files in clintpgeorge/ldamcmc
Markov chain Monte Carlo Algorithms for the Latent Dirichlet Allocation Model
.Rbuildignore
.Rprofile
.gitignore
DESCRIPTION
LICENSE
NAMESPACE
R/RcppExports.R
R/calc_beta_topic_labels.R
R/calc_doc_cos.R
R/calc_doc_tf.R
R/calc_top_topic_words.R
R/datasets.R
R/demo.R
R/gen_synth_corpus.R
R/get_grid_neighbors.R
R/lda_acgs.R
R/lda_acgs_hs.R
R/lda_acgs_lppv_R.R
R/lda_fgs.R
R/lda_fgs_hs.R
R/lda_fgs_lppv.R
R/lda_fgs_lppv_R.R
R/lda_fgs_st.R
R/ldamcmc.R
R/read_ldac_documents.R
R/utils.R
R/vsm.R
README.md
data-raw/autos-motorcycles.csv
data-raw/autos-motorcycles.ldac
data-raw/autos-motorcycles.ldac.vocab
data-raw/bop.csv
data-raw/bop.ldac
data-raw/bop.ldac.vocab
data-raw/canis.csv
data-raw/canis.ldac
data-raw/canis.ldac.vocab
data-raw/cats.csv
data-raw/cats.ldac
data-raw/cats.ldac.vocab
data-raw/eagles-owls.csv
data-raw/eagles-owls.ldac
data-raw/eagles-owls.ldac.vocab
data-raw/felines.csv
data-raw/felines.ldac
data-raw/felines.ldac.vocab
data-raw/ibm-mac.csv
data-raw/ibm-mac.ldac
data-raw/ibm-mac.ldac.vocab
data-raw/leopardus-puma.csv
data-raw/leopardus-puma.ldac
data-raw/leopardus-puma.ldac.vocab
data-raw/med-christian-baseball.csv
data-raw/med-christian-baseball.ldac
data-raw/med-christian-baseball.ldac.vocab
data-raw/rec.csv
data-raw/rec.ldac
data-raw/rec.ldac.vocab
data-raw/sci.csv
data-raw/sci.ldac
data-raw/sci.ldac.vocab
data-raw/whales.csv
data-raw/whales.ldac
data-raw/whales.ldac.vocab
data-raw/wt.csv
data-raw/wt.ldac
data-raw/wt.ldac.vocab
data-raw/wt16.csv
data-raw/wt16.ldac
data-raw/wt16.ldac.vocab
data-raw/wt16m.csv
data-raw/wt16m.ldac
data-raw/wt16m.ldac.vocab
data/autos-motorcycles.rda
data/bop.rda
data/canis.rda
data/cats.rda
data/eagles-owls.rda
data/felines.rda
data/ibm-mac.rda
data/leopardus-puma.rda
data/med-christian-baseball.rda
data/meshgrid.rda
data/rec.rda
data/sci.rda
data/whales.rda
data/wt.rda
data/wt16.rda
data/wt16m.rda
demo/analyze_true_topics.R
demo/l2_eb_default.R
demo/lda_fgs_acgs_analyze_acf_trace.R
demo/lda_fgs_acgs_analyze_z.R
demo/lda_fgs_acgs_ppc_R.R
demo/lda_fgs_hs_real_data.R
demo/lda_fgs_ppc.R
demo/lda_fgs_ppc_new.R
demo/lda_fgs_rho2.R
demo/lda_fgs_st_est_I_synth_data.R
demo/lda_fgs_st_est_I_synth_data_plots.R
demo/lda_fgs_st_est_M_MCSE_real_data.R
demo/lda_fgs_st_est_M_MCSE_synth_data.R
demo/lda_fgs_st_hs_C1.R
demo/lda_fgs_st_hs_C2.R
demo/lda_fgs_st_hs_C6.R
demo/lda_fgs_st_hs_C6b.R
demo/lda_fgs_st_hs_diagnostics.R
demo/lda_fgs_st_hs_synth_h22.R
demo/lda_fgs_st_hs_synth_h25.R
demo/lda_gibbs_eagles_owls.R
demo/lda_gibbs_synthetic_data.R
demo/lda_gibbs_whales.R
demo/lda_gibbs_wikipedia_data.R
demo/load_raw_data.R
demo/lsa_eagles_owls.R
demo/pca_eagles_owls.R
ldamcmc.Rproj
man/autos-motorcycles.Rd
man/bop.Rd
man/calc_beta_topic_labels.Rd
man/calc_class_term_frequency.Rd
man/calc_doc_cos.Rd
man/calc_doc_lengths.Rd
man/calc_doc_tf.Rd
man/calc_tfidf.Rd
man/calc_top_topic_words.Rd
man/canis.Rd
man/cats.Rd
man/felines.Rd
man/gen_corpus.Rd
man/gen_meshgrid.Rd
man/gen_synth_corpus.Rd
man/get_grid_neighbors.Rd
man/ibm-mac.Rd
man/lda_acgs.Rd
man/lda_acgs_hs.Rd
man/lda_acgs_lppv_R.Rd
man/lda_acgs_st.Rd
man/lda_cgs_em.Rd
man/lda_cgs_em_perplexity.Rd
man/lda_cgs_perplexity.Rd
man/lda_fgs.Rd
man/lda_fgs_BF_perplexity.Rd
man/lda_fgs_acgs_ppc.Rd
man/lda_fgs_hs.Rd
man/lda_fgs_lppv.Rd
man/lda_fgs_lppv_R.Rd
man/lda_fgs_perplexity.Rd
man/lda_fgs_ppc.Rd
man/lda_fgs_st.Rd
man/lda_fgs_st_perplexity.Rd
man/ldamcmc.Rd
man/med-christian-baseball.Rd
man/normalize.Rd
man/plot_meshgrid.Rd
man/read_docs.Rd
man/rec.Rd
man/sample_antoniak.Rd
man/sample_dirichlet.Rd
man/sample_multinomial.Rd
man/sci.Rd
man/vectorize_docs.Rd
man/whales.Rd
man/wt.Rd
man/wt16.Rd
man/wt16m.Rd
src/Makevars
src/Makevars.win
src/RcppExports.cpp
src/lda.cpp
src/lda.h
src/lda_acgs_st.cpp
src/lda_cgs.cpp
src/lda_cgs_em.cpp
src/lda_fgs.cpp
src/lda_fgs_BF.cpp
src/lda_fgs_ppc.cpp
src/lda_fgs_st.cpp
src/ldamcmc.cpp
src/ldamcmc.h
src/utils.cpp
src/utils.h
