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nlp in action
Python Jupyter Notebook
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liushuchun Merge pull request #8 from zhaoyuanfang/master
add encoding arg in open() in line17 and line58
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chapter-10 supplyment of bp Aug 17, 2018
chapter-3 fix #1 Jun 22, 2018
chapter-4 first commit Jan 18, 2018
chapter-5 add encoding arg in open() in line17 and line58 Oct 8, 2018
chapter-6 fix #1 Jun 22, 2018
chapter-7 fix #1 Jun 22, 2018
chapter-8/sentiment-analysis Fix model save issue Aug 16, 2018
chapter-9 add the ml code Jun 22, 2018
.gitignore modify gitignore Jun 22, 2018
README.md Fix model save issue Aug 16, 2018

README.md

自然语言处理算法与实战

本书主要是面向初学者,介绍了一些基础的入门知识和概念,同时提供一些偏向于实战的代码供给读者练习,这里是代码的主要介绍:

  • chapter-3 中文分词技术
  • chapter-4 词性标注与命名实体识别
  • chapter-5 关键词提取
  • chapter-6 句法分析
  • chapter-7 文本向量化
  • chapter-8 情感分析
  • chapter-9 NLP中用到的机器学习算法
  • chapter-10 基于深度学习的NLP算法

由于是初版,还存在不少小的问题,欢迎大家提issue,我们会积极地回复和改进,非常感谢大家。

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