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tangert / gensim_word2vec_procrustes_align.py
Last active Jun 7, 2019 — forked from quadrismegistus/gensim_word2vec_procrustes_align.py
Function to align any number of word2vec models using Procrustes matrix alignment.
View gensim_word2vec_procrustes_align.py
# Code originally ported from HistWords <https://github.com/williamleif/histwords> by William Hamilton <wleif@stanford.edu>.
def align_gensim_models(models, words=None):
"""
Returns the aligned/intersected models from a list of gensim word2vec models.
Generalized from original two-way intersection as seen above.
Also updated to work with the most recent version of gensim
Requires reduce from functools
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