ublib

General-purpose extensions for sklearn, gensim, and pytorch.

sklearn

GensimEmbeddedVectorizer

The EmbeddedVectorizer combines TfidfVectorizer with a gensim.KeyedVectors object, such that the vocabularies match.

Gensim

peek_word2vec_format

This function peeks at a word2vec file and returns the expected dimensions. Usage:peek_word2vec_format(PATH, binary=True)

Torch

InnerProduct

This InnerProduct module computes the inner product of two batches of row vectors.