├── .gitignore ├── README.md ├── coha ├── __init__.py ├── buildindexes.py ├── cohastringutils.py ├── combinefreqdicts.py ├── computefrequencies.py ├── getpostags.py ├── getpropernouns.py ├── makecooccurs.py ├── makeglobalwordlists.py └── makewordlists.py ├── example.py ├── example.sh ├── googlengram ├── .gitignore ├── __init__.py ├── freqperyear.py ├── indexing.py ├── makedecadepos.py ├── makedecades.py └── pullscripts │ ├── __init__.py │ ├── countmerge.py │ ├── downloadandsplit.py │ ├── gramgrab.py │ ├── indexmerge.py │ ├── merge.pyx │ ├── posgrab.py │ ├── rungrammerge.py │ └── runmerge.py ├── ioutils.py ├── license ├── representations ├── __init__.py ├── cooccurgen.py ├── embedding.py ├── explicit.py ├── matrix_serializer.py ├── ppmigen.py ├── representation_factory.py ├── sequentialembedding.py └── sparse_io.pyx ├── requirements.txt ├── setup.py ├── sgns ├── __init__.py ├── hyperwords │ ├── .hg_archival.txt │ ├── .hgignore │ ├── README │ ├── corpus2sgns.sh │ ├── corpus2svd.sh │ ├── example_test.sh │ ├── hyperwords │ │ ├── __init__.py │ │ ├── analogy_eval.py │ │ ├── corpus2pairs.py │ │ ├── corpus2sgns_params.py │ │ ├── corpus2svd_params.py │ │ ├── counts2pmi.py │ │ ├── counts2vocab.py │ │ ├── pmi2svd.py │ │ ├── representations │ │ │ ├── __init__.py │ │ │ ├── embedding.py │ │ │ ├── explicit.py │ │ │ ├── matrix_serializer.py │ │ │ └── representation_factory.py │ │ ├── sgns2text.py │ │ ├── svd2text.py │ │ ├── text2numpy.py │ │ └── ws_eval.py │ ├── scripts │ │ ├── clean_corpus.sh │ │ ├── install_word2vecf.sh │ │ └── pairs2counts.sh │ ├── testsets │ │ ├── analogy │ │ │ ├── google.txt │ │ │ └── msr.txt │ │ └── ws │ │ │ ├── bruni_men.txt │ │ │ ├── luong_rare.txt │ │ │ ├── radinsky_mturk.txt │ │ │ ├── ws353.txt │ │ │ ├── ws353_relatedness.txt │ │ │ └── ws353_similarity.txt │ └── word2vecf │ │ ├── compute-accuracy │ │ ├── count_and_filter │ │ ├── distance │ │ ├── io.h │ │ ├── makefile │ │ ├── vocab.h │ │ ├── word-analogy │ │ ├── word2phrase │ │ ├── word2vec │ │ └── word2vecf ├── makecorpus.py ├── postprocesssgns.py └── runword2vec.py ├── statutils ├── .plothelper.py.swn ├── __init__.py ├── fastfreqdist.py ├── mixedmodels.py ├── netstats.py ├── plothelper.py └── seriesanalysis.py ├── vecanalysis ├── __init__.py ├── alignment.py ├── cosinedelta.py ├── makelowdim.py ├── seq_procrustes.py ├── simtestsets │ ├── analogy │ │ ├── google.txt │ │ └── msr.txt │ └── ws │ │ ├── bruni_men.txt │ │ ├── lemma_men.txt │ │ ├── luong_rare.txt │ │ ├── radinsky_mturk.txt │ │ ├── ws353.txt │ │ ├── ws353_relatedness.txt │ │ └── ws353_similarity.txt └── ws_eval.py ├── viz ├── README.md ├── common.py ├── scripts │ ├── closest_over_time_chain.py │ ├── closest_over_time_with_anns.py │ ├── closest_over_time_with_shading.py │ ├── helpers.py │ └── runviz.sh └── web │ ├── helpers.py │ ├── lru.py │ ├── main.py │ ├── static │ ├── client.js │ ├── favicon.ico │ ├── page.html │ └── style.css │ ├── webhandle.py │ └── webserve.py ├── wordpaths-final.png └── wordpaths.png /.gitignore: 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