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introduction-nlp icon introduction-nlp

HanLP作者的新书《自然语言处理入门》详细笔记!业界良心之作,书中不是枯燥无味的公式罗列,而是用白话阐述的通俗易懂的算法模型。从基本概念出发,逐步介绍中文分词、词性标注、命名实体识别、信息抽取、文本聚类、文本分类、句法分析这几个热门问题的算法原理与工程实现。

jd-comment_emotional-analysis icon jd-comment_emotional-analysis

京东评论情感分析模型,主要包括1、数据获取及探索性分析;2、文本预处理、文本分词、文本向量化、特征提取、

keyword_extraction icon keyword_extraction

利用Python实现中文文本关键词抽取,分别采用TF-IDF、TextRank、Word2Vec词聚类三种方法。

lianjia-beike-spider icon lianjia-beike-spider

链家网和贝壳网房价爬虫,采集北京上海广州深圳等21个**主要城市的房价数据(小区,二手房,出租房,新房),稳定可靠快速!支持csv,MySQL, MongoDB,Excel, json存储,支持Python2和3,图表展示数据,注释丰富 ,点星支持,仅供学习参考,请勿用于商业用途,后果自负。

machine-learning icon machine-learning

:zap:机器学习实战(Python3):kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

mail icon mail

使用springboot的邮件服务

ml-nlp icon ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现,也是作为一个算法工程师必会的理论基础知识。

ml-prerequests icon ml-prerequests

机器学习的预备知识(矩阵论,概率论,凸优化等)

mogu_blog_v2 icon mogu_blog_v2

蘑菇博客(MoguBlog),一个基于微服务架构的前后端分离博客系统。前台使用Vue + Element , 后端使用spring boot + spring cloud + mybatis-plus进行开发,使用 Jwt + Spring Security做登录验证和权限校验,使用ElasticSearch和Solr作为全文检索服务,使用Github Actions完成博客的持续集成,文件支持上传七牛云。

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