CRAN Release 0.1.1
Initial CRAN-compliant release based on STARSPACE-2017-2.
Allowing low-level Starspace model building and higher level model building, functionalities and apps, namely:
Function | Functionality |
---|---|
starspace |
Low-level interface to build a Starspace model |
starspace_load_model |
Load a pre-trained model or a tab-separated file |
starspace_save_model |
Save a Starspace model |
starspace_embedding |
Get embeddings of documents/words/ngrams/labels |
starspace_knn |
Find k-nearest neighbouring information for new text |
starspace_dictonary |
Get words/labels part of the model dictionary |
predict.textspace |
Get predictions along a Starspace model |
as.matrix |
Get words and label embeddings |
embedding_similarity |
Cosine/dot product similarity between embeddings - top-n most similar text |
embed_wordspace |
Build a Starspace model which calculates word/ngram embeddings |
embed_sentencespace |
Build a Starspace model which calculates sentence embeddings |
embed_articlespace |
Build a Starspace model for embedding articles - sentence-article similarities |
embed_tagspace |
Build a Starspace model for multi-label classification |
embed_docspace |
Build a Starspace model for content-based recommendation |
embed_pagespace |
Build a Starspace model for interest-based recommendation |
embed_entityrelationspace |
Build a Starspace model for entity relationship completion |