The Distributed Word Embedding tool is a parallelization of the Word2Vec algorithm on top of our DMTK parameter server. It provides an efficient scaling to industry size solution for word embedding.

distributed_word_embedding-master
.................................\.gitignore
.................................\LICENSE
.................................\Makefile
.................................\README.md
.................................\build.sh
.................................\example
.................................\.......\Readme.txt
.................................\.......\run.bat
.................................\preprocess
.................................\..........\Readme.txt
.................................\..........\stopwords_simple.txt
.................................\..........\util.cpp
.................................\..........\util.h
.................................\..........\word_count.cpp
.................................\src
.................................\...\constant.h
.................................\...\data_block.cpp
.................................\...\data_block.h
.................................\...\dictionary.cpp
.................................\...\dictionary.h
.................................\...\distributed_wordembedding.cpp
.................................\...\distributed_wordembedding.h
.................................\...\huffman_encoder.cpp
.................................\...\huffman_encoder.h
.................................\...\main.cpp
.................................\...\memory_manager.cpp
.................................\...\memory_manager.h
.................................\...\parameter_loader.cpp
.................................\...\parameter_loader.h
.................................\...\reader.cpp
.................................\...\reader.h
.................................\...\trainer.cpp
.................................\...\trainer.h
.................................\...\util.cpp
.................................\...\util.h
.................................\...\word_embedding.cpp
.................................\...\word_embedding.h
.................................\windows
.................................\.......\README.md
.................................\.......\distributed_word_embedding
.................................\.......\..........................\distributed_word_embedding.sln
.................................\.......\..........................\distributed_word_embedding.vcxproj

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