Functions useful in both supervised and unsupervised contexts.
fastrtext
fastrtext: 'fastText' 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)
fastText
get_parameters()
Export hyper parameters
print_help()
Print help
Function useful for text classification.
predict(<Rcpp_fastrtext>)
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_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