Functions useful in both supervised and unsupervised contexts.
fastrtext
fastrtext: FastText R Wrapper for Text Classification and Word Representation
Rcpp_fastrtext-class
Rcpp_fastrtext class
load_model
Load an existing fastText trained model
execute
Execute command on fastText model (including training)
get_parameters
Export hyper parameters
print_help
Print help
Function useful for text classification.
predict
Get predictions (for supervised model)
get_hamming_loss
Hamming loss
get_labels
Get list of labels (supervised model)
Functions useful to play with word representations.
get_word_vectors
Get word embeddings
get_word_distance
Distance between two words
get_nn
Get nearest neighbour vectors
get_analogies
Get analogy
get_dictionary
Get list of known words
Data embedded in the package for help and tests.
train_sentences
Sentence corpus - train part
test_sentences
Sentence corpus - test part
stop_words_sentences
Stop words list