Collapsed Gibbs Sampling Methods for Topic Models

cora | A subset of the Cora dataset of scientific documents. |

filter.words | Functions to manipulate text corpora in LDA format. |

lda.collapsed.gibbs.sampler | Functions to Fit LDA-type models |

lda-package | Collapsed Gibbs Samplers and Related Utility Functions for... |

lexicalize | Generate LDA Documents from Raw Text |

links.as.edgelist | Convert a set of links keyed on source to a single list of... |

newsgroups | A collection of newsgroup messages with classes. |

nubbi.collapsed.gibbs.sampler | Collapsed Gibbs Sampling for the Networks Uncovered By... |

poliblog | A collection of political blogs with ratings. |

predictive.distribution | Compute predictive distributions for fitted LDA-type models. |

predictive.link.probability | Use the RTM to predict whether a link exists between two... |

read.documents | Read LDA-formatted Document and Vocabulary Files |

rtm.collapsed.gibbs.sampler | Collapsed Gibbs Sampling for the Relational Topic Model... |

sampson | Sampson monk data |

slda.predict | Predict the response variable of documents using an sLDA... |

top.topic.words | Get the Top Words and Documents in Each Topic |

word.counts | Compute Summary Statistics of a Corpus |

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