Reference

Functions Functions for downloading models
download_pretrained()	Download specified pretrained model
Topic Models Available topic models
stm_envsoc	Pre-estimated STM Model for Environmental Sociology Abstracts
stm_fiction_cohort	Pre-estimated STM Model for Fiction-Author Cohort Study
Embedding Models Available embedding models
vecs_fasttext300_commoncrawl	2 million English-language fastText word embeddings
vecs_fasttext300_wiki_news	1 million English-language fastText word embeddings
vecs_fasttext300_wiki_news_subword	1 million English-language fastText word embeddings, w/subword information
vecs_glove300_wiki_gigaword	400k English-language GloVe word embeddings (300 dimensions)
vecs_sgns300_bnc_pos	160k English-language SGNS word embeddings trained on the British National Corpus
vecs_cbow300_googlenews	3 million English-language CBOW word embeddings trained on Google News corpus
vecs_sgns300_googlengrams_kte_en	1 million English-language SGNS word embeddings trained on Google N-Grams
Diachronic Embedding Models Available diachronic embedding models
vecs_sgns300_coha_histwords	50k diachronic English-language SGNS word embeddings over 20 decades
vecs_sgns300_googlengrams_histwords	100k diachronic English-language SGNS word embeddings, 20 decades, Google Books corpus
vecs_sgns300_googlengrams_fic_histwords	100k diachronic English-language SGNS word embeddings, 20 decades, Google Books Fiction corpus
vecs_sgns300_googlengrams_histwords_fr	100k diachronic French-language SGNS word embeddings, 20 decades, Google Books corpus
vecs_sgns300_googlengrams_histwords_de	100k diachronic German-language SGNS word embeddings, 20 decades, Google Books corpus
vecs_sgns300_googlengrams_histwords_zh	30k diachronic Chinese-language SGNS word embeddings, 5 decades, Google Books corpus
vecs_svd300_googlengrams_histwords	75k diachronic English-language SVD word embeddings, 20 decades, Google Books corpus
vecs_sgns200_british_news	79k diachronic English-language SNGS word embeddings, 12 decades, British News corpus