ConceptnetNumberbatch._get_vocab_size
— FunctionCalculate how many embeddings to retreive.
ConceptnetNumberbatch._load_gz_embeddings
— MethodLoad the ConceptNetNumberbatch embeddings from a .gz or uncompressed file.
ConceptnetNumberbatch._load_hdf5_embeddings
— MethodLoad the ConceptNetNumberbatch embeddings from a HDF5 file.
ConceptnetNumberbatch._parseline
— MethodParse a line of text from a ConceptNetNumberbatch delimited file.
ConceptnetNumberbatch.download_embeddings
— MethodDownload ConceptNetNumberbatch embeddings given a url
and saves them to a file pointed to by localfile
.
ConceptnetNumberbatch.embed_document
— MethodRetrieves the embedding matrix for a given document
.
ConceptnetNumberbatch.load_embeddings
— MethodLoad the embeddings given a valid ConceptNetNumberbatch filepath
, lading at most max_vocab_size
embeddings if no specific keep_words
are specified, filtering on languages
.
ConceptnetNumberbatch.tokenize_for_conceptnet
— MethodFast tokenization function.