Man pages for PsychWordVec
Word Embedding Research Framework for Psychological Science
| as_embed | Word vectors data class: 'wordvec' and 'embed'. |
| cosine_similarity | Cosine similarity/distance between two vectors. |
| data_transform | Transform plain text of word vectors into 'wordvec'... |
| data_wordvec_load | Load word vectors data ('wordvec' or 'embed') from ".RData"... |
| data_wordvec_subset | Extract a subset of word vectors data (with S3 methods). |
| demodata | Demo data (pre-trained using word2vec on Google News; 8000... |
| dict_expand | Expand a dictionary from the most similar words. |
| dict_reliability | Reliability analysis and PCA of a dictionary. |
| get_wordvec | Extract word vector(s). |
| most_similar | Find the Top-N most similar words. |
| normalize | Normalize all word vectors to the unit length 1. |
| orth_procrustes | Orthogonal Procrustes rotation for matrix alignment. |
| pair_similarity | Compute a matrix of cosine similarity/distance of word pairs. |
| plot_network | Visualize a (partial correlation) network graph of words. |
| plot_similarity | Visualize cosine similarity of word pairs. |
| plot_wordvec | Visualize word vectors. |
| plot_wordvec_tSNE | Visualize word vectors with dimensionality reduced using... |
| reexports | Objects exported from other packages |
| sum_wordvec | Calculate the sum vector of multiple words. |
| tab_similarity | Tabulate cosine similarity/distance of word pairs. |
| test_RND | Relative Norm Distance (RND) analysis. |
| test_WEAT | Word Embedding Association Test (WEAT) and Single-Category... |
| text_init | Install required Python modules in a new conda environment... |
| text_model_download | Download pre-trained language models from HuggingFace. |
| text_model_remove | Remove downloaded models from the local .cache folder. |
| text_to_vec | Extract contextualized word embeddings from transformers... |
| text_unmask | <Deprecated> Fill in the blank mask(s) in a query (sentence). |
| tokenize | Tokenize raw text for training word embeddings. |
| train_wordvec | Train static word embeddings using the Word2Vec, GloVe, or... |
