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CRAN Release 0.1.1

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@jwijffels jwijffels released this 08 Jan 17:59
· 66 commits to master since this release

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