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使用Python进行自然语言处理相关实践,如新词发现,主题模型,隐马尔模型词性标注,Word2Vec,情感分析

Python 100.00%

linlp's Introduction

使用Python进行自然语言处理实践

python --version 3.5.2

Finished:

HMMPostag: hmm词性标注

LDATopicModel: lda主题模型

NewWordFinder: 新词发现功能

OpenSourceTools: jieba、nltk、gensim、sklearn 等开源工具的使用

resource: 部分项目公共资源目录

sentiment: 情感分析实践-目前使用word2vec和svm实现

word2vec: word2vec使用

To do list

  1. open source tools功能重新整理:nltk对语料的处理及sklearn对于特征及数据的处理
  2. python crf预测

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