Man pages for keyATM
Keyword Assisted Topic Models
| by_strata_DocTopic | Estimate document-topic distribution by strata (for covariate... |
| by_strata_TopicWord | Estimate subsetted topic-word distribution |
| calc_PGtheta_R | Calculate the probability for Polya-Gamma Covariate Model |
| covariates_get | Return covariates used in the iteration |
| covariates_info | Show covariates information |
| keyATM | keyATM main function |
| keyATM_data_bills | Bills data |
| keyATM_fit_base | Run the Collapsed Gibbs sampler for the keyATM Base |
| keyATM_fit_cov | Run the Collapsed Gibbs sampler for the keyATM covariates... |
| keyATM_fit_covPG | Run the Collapsed Gibbs sampler for the keyATM covariates... |
| keyATM_fit_HMM | Run the Collapsed Gibbs sampler for the keyATM Dynamic |
| keyATM_fit_LDA | Run the Collapsed Gibbs sampler for weighted LDA |
| keyATM_fit_LDAcov | Run the Collapsed Gibbs sampler for weighted LDA with... |
| keyATM_fit_LDAHMM | Run the Collapsed Gibbs sampler for the weighted LDA with HMM... |
| keyATM_initialize | Initialize a keyATM model |
| keyATM_output | Create an output object |
| keyATM-package | Keyword Assisted Topic Models |
| keyATM_read | Read texts |
| keyATMvb | keyATM with Collapsed Variational Bayes |
| keyATMvb_call | Run the Variational Bayes for the keyATM models |
| keyATMvb_fit | Fit a keyATM model with Collapsed Variational Bayes |
| make_wsz_cpp | Initialize assignments |
| multiPGreg | Run multinomial regression with Polya-Gamma augmentation |
| plot_alpha | Show a diagnosis plot of alpha |
| plot_modelfit | Show a diagnosis plot of log-likelihood and perplexity |
| plot_pi | Show a diagnosis plot of pi |
| plot.strata_doctopic | Plot document-topic distribution by strata (for covariate... |
| plot_timetrend | Plot time trend |
| plot_topicprop | Show the expected proportion of the corpus belonging to each... |
| predict.keyATM_output | Predict topic proportions for the covariate keyATM |
| read_dfm_cpp | Read files from the quanteda dfm (this is the same as... |
| read_keywords | Convert a quanteda dictionary to keywords |
| save_fig | Save a figure |
| semantic_coherence | Semantic Coherence: Mimno et al. (2011) |
| top_docs | Show the top documents for each topic |
| top_topics | Show the top topics for each document |
| top_words | Show the top words for each topic |
| values_fig | Get values used to create a figure |
| visualize_keywords | Visualize keywords |
| weightedLDA | Weighted LDA main function |
| word_in_doc | Checking if a word is in a document |
