zensols.nlparse.feature.word-similarity

Create word vector features.. Glove word vectors.

glove-model

(glove-model)

similarity

(similarity a b)

Return the cosine similarirty of two word vectors.

similarity-distribution

(similarity-distribution tokens word-count-stats)

Return the similarity from all distribution words in word-count-stats and all tokens as a weighted average with a partition function over the token length.

similarity-feature-metas

(similarity-feature-metas labels)

Return the metadata for similarity-features.

similarity-features

(similarity-features tokens word-count-stats)

Create similarity features using the MLE take from the similarity-distribution.