Console Scripts

This package provides two scripts.

The development of the scripts is not stable yet, and more scripts will be added.

shorttext_categorize

Usage: shorttext_categorize [OPTIONS] MODEL_FILEPATH

  Perform prediction on short text with a given trained model.

  MODEL_FILEPATH     Path of the trained (compact) model.

Options:
  --wv PATH                       Path of the pre-trained Word2Vec model, if
                                  needed.
  --vecsize INTEGER               Vector dimensions. (Default: 300)
  --topn INTEGER                  Number of top results to show.
  --inputtext TEXT                Single input text for classification. If
                                  omitted, will enter console mode.
  --type [word2vec|word2vec_nonbinary|fasttext|poincare|poincare_binary]
                                  Type of word-embedding model (default:
                                  word2vec)
  --help                          Show this message and exit.

find_sentences_similarity

Usage: find_sentences_similarity [OPTIONS] MODELPATH

  Find the similarities between two short sentences using Word2Vec.

  MODELPATH    Path of the embedding model

Options:
  --type [word2vec|fasttext|poincare]
                                  Type of word-embedding model (default:
                                  "word2vec"; other options: "fasttext",
                                  "poincare")
  --help                          Show this message and exit.

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