word2vec安装以及使用
一、安装
我使用的是在 linux 环境下运行的，所以首先去下载 linux 环境模拟器，下载的是 cygwin 因为要使用 make 命令工具，所以安装时要选中 Devel 与 utils 模块，默认安装没有安装 make 命令工具。记住一定要选中这两个模块，不然没有 make 命令工具没法运行 makefile。
二、作用
我知道 word2vec 可以查看输入一个词，查看相近词比如这样 
也可以对文本进行聚类，在其他人博客上看的说是使用 k 均值聚类
比如这样
聚完类也可以对聚类结果排序
最后一个功能是短语分析没用过
可以参见 http://www.cnblogs.com/hebin/p/3507609.html
这个博客
三、语料文件要求
语料文件要使用空格将词语分开，分词工具可是使用中科院分词工具。我会写一篇中科院分词工具的使用，大家可以参见。使用 utf- 8 编码，可是使用 Notepade++ 等工具将文件改变编码。
四、使用
进入 linux 环境模拟器输入 cd D:/word2vec/w2v/trunk 这是进入文件下的指令，然后输入 make 等一会文件中会出现一些其他的文件，然后就可以使用了。将训练文件放到当前目录下。
使用指令
-train 训练数据
-output 结果输入文件，即每个词的向量
-cbow 是否使用 cbow 模型，0 表示使用 skip-gram 模型，1 表示使用 cbow 模型，默认情况下是 skip-gram 模型，cbow 模型快一些，skip-gram 模型效果好一些
-size 表示输出的词向量维数
-window 为训练的窗口大小，8 表示每个词考虑前 8 个词与后 8 个词（实际代码中还有一个随机选窗口的过程，窗口大小 <=5)
-negative 表示是否使用 NEG 方，0 表示不使用，其它的值目前还不是很清楚
-hs 是否使用 HS 方法，0 表示不使用，1 表示使用
-sample 表示 采样的阈值，如果一个词在训练样本中出现的频率越大，那么就越会被采样
-binary 表示输出的结果文件是否采用二进制存储，0 表示不使用（即普通的文本存储，可以打开查看），1 表示使用，即 vectors.bin 的存储类型
通过设置 binary 可以打开查看
文本聚类的语句
./word2vec -train resultbig.txt -output classes.txt -cbow 0 -size 200 -window 5 -negative 0 -hs 1 -sample 1e-3 -threads 12 -classes 500 &
2 sort classes.txt -k 2 -n > classes_sorted_sogouca.txt
引用参考博客
http://www.cnblogs.com/hebin/p/3507609.html
http://blog.csdn.net/heyongluoyao8/article/details/43488765
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