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这是我学习一个NLP教程【2019最新AI 自然语言处理之深度机器学习顶级项目实战课程】做的笔记与代码

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nlp_basis's Introduction

NLP_basis

这是我学习NLP的笔记,课程内容来自:https://www.bilibili.com/video/av42021445/?p=17

其中文件夹 0_jieba_example 1_Stanford_NLP_example 2_hanlp_example 属于第二章->三个安装包的测试代码

其他各章请依次阅读原理部分:在markdown文件中和代码部分:在标有章节号的文件夹中

第一章:NLP简介

原理:第一章:NLP简介

第二章:NLP常用开发工具包

原理:第二章:NLP常用开发工具包

代码:

0_jieba_example

1_Stanford_NLP_example

2_hanlp_example

第三章:分词、词性标注及命名实体识别介绍及应用

原理:第三章:分词、词性标注及命名实体识别介绍及应用

代码:3_chapter

第四章:依存句法和语义依存分析

原理:第四章:依存句法和语义依存分析

代码:4_chapter

第五章:N-GRAM

原理:第五章:N-GRAM

代码:5_chapter

第六章:词向量与word2vec

原理:第六章:词向量与word2vec

代码:6_chapter

第七章:CNN与CNN文本分类

原理:第七章:CNN与CNN文本分类

代码:7_chapter

第八章:深度学习之循环神经网络与递归神经网络+LSTM文本分类

原理:第八章:RNN原理与LSTM文本分类

代码:8_chapter

第九章:项目:基于深度学习的医药保险命名体识别

原理:第九章:基于深度学习的医药保险命名体识别

代码:9_chapter

------------------------------------完---------------------------------------------------------

更多NLP知识请访问:

我的主页:https://jackkuo666.github.io/

我的博客:https://blog.csdn.net/weixin_37251044

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