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word2vec-reproduce (python으로 날로 짠 word2vec)

code

commented myself the original word2vec code in korean & english

  • word2vec.c

reproduced myself

  • word2vec.py
  • word2vec_thread.py : used thread (debugging required)
  • evalutation.ipynb : evaluation
  • make_voca : generates only vocabulary

reference

reference code: https://code.google.com/archive/p/word2vec/

word2vec 설명 슬라이드 : http://www.slideshare.net/lewuathe/drawing-word2vec
Hierarchial softmax 코드설명 : https://yinwenpeng.wordpress.com/2013/09/26/hierarchical-softmax-in-neural-network-language-model/ sigmoid 코드 설명 : https://yinwenpeng.wordpress.com/2013/12/18/word2vec-gradient-calculation/comment-page-1/ word2vec 코드 코멘트 : https://yinwenpeng.wordpress.com//?s=word2vec&search=Go word2vec 설명 : https://joneswongml.wordpress.com/2014/01/11/word2vec/

thread programming

쓰레드 프로그래밍 http://www.joinc.co.kr/w/Site/Thread/Beginning/WhatThread http://www.joinc.co.kr/w/man/3/pthread_create http://repilria.tistory.com/228

etc

메모리 alignment : http://egloos.zum.com/wonchuri/v/2127834 http://extern.tistory.com/2 http://ikpil.com/359 http://egloos.zum.com/studyfoss/v/5409933

gnu library : http://database.sarang.net/study/glibc/3.htm

c reference : http://itguru.tistory.com/104 http://www.joinc.co.kr/w/man/3/memset http://forum.falinux.com/zbxe/index.php?document_srl=413244&mid=C_LIB http://echosf.net/lecture/assembly/ (어셈블리 )

align : http://egloos.zum.com/studyfoss/v/5409933

자료구조 해쉬 : http://juggernaut.tistory.com/entry/%ED%95%B4%EC%8B%9C-%ED%85%8C%EC%9D%B4%EB%B8%94-%EC%97%B4%EB%A6%B0-%EC%A3%BC%EC%86%8C-%EB%B0%A9%EC%8B%9D

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