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WMD?EMD??????

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??Anaconda?????Python 3 64?????????gensim?????????????

conda install -c conda-forge gensim

?GitHub???WMD?????

git clone git@github.com:mkusner/wmd.git

??Google???Word2Vec?????????????1.5GB?tz????????????3GB????????????WMD??????

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??get_word_vectors.py????all_twitter_by_line.txt??????Twitter??????????BOW??

python get_word_vectors.py all_twitter_by_line.txt twitter_vec.pk twitter_vec.mat

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????EMD??????

EMD???????????????Windows??????

gendef python37.dll

dlltool --dllname python37.dll --def python37.def --output-lib libpython37.a

gcc -o emd.o -emd.c -fPIC -I D:/ProgramData/Anaconda3/include
swig -python emd.i
gcc -o emd.o -emd.c -fPIC -I D:/ProgramData/Anaconda3/include
gcc -shared -L D:\ProgramData\Anaconda3\libs\ -o _emd.pyd emd.o emd_wrap.o -lpython37

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???????WMD??

???????????WMD????????

python wmd_distance.py twitter_vec.pk all_twitter_by_line.txt

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?????????????WMD?EMD???????????????