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dandaopitiao's Projects

-python-gensim-lda- icon -python-gensim-lda-

基于python gensim 库的LDA算法 对中文进行文本分析，很难得，网上都是英文的，基本上没有中文的，需要安装jieba分词进行分词，然后去除停用词最后才能使用LDA

ahanlp icon ahanlp

啊哈自然语言处理包，提供包括分词、依存句法分析、语义角色标注、自动摘要、语义相似度计算、LDA 主题预测、词云等服务。

lda-based-on-partition-plda- icon lda-based-on-partition-plda-

提出基于划分的LDA主题模型 (PLDA)。对传统LDA模型进行改进，考虑中长篇文档篇章结构较为清晰，传统LDA在处理中长篇文档时不能识别每个篇章的主题，提出基于划分的LDA主题模型，对中长篇文档如新闻报道】国务院工作报告等按照段落进行划分，先拆后合，并将其效果与传统LDA、LSI及doc2vec进行比较。基于Sougou和Fudan语料库的分类实验验证了PLDA效果最优。

nlg-yongzhuo icon nlg-yongzhuo

中文文本生成（NLG）之文本摘要（text summarization）工具包, 语料数据(corpus data), 抽取式摘要 Extractive text summary of Lead3、keyword、textrank、text teaser、word significance、LDA、LSI、NMF。（graph，feature，topic model，summarize tool or tookit）

pkuautosubmit_online icon pkuautosubmit_online

萌新友好的，无需下载文件与配环境的，基于Github Actions的，P大学生出入校自动报备程序

weibo-analyst icon weibo-analyst

Social media (Weibo) comments analyzing toolbox in Chinese 微博评论分析工具, 实现功能: 1.微博评论数据爬取; 2.分词与关键词提取; 3.词云与词频统计; 4.情感分析; 5.主题聚类

weibo-crawler icon weibo-crawler

新浪微博爬虫，用python爬取新浪微博数据，并下载微博图片和微博视频

weibospider icon weibospider

:zap: A distributed crawler for weibo, building with celery and requests.

weibosuperspider icon weibosuperspider

最强微博爬虫，用户、话题、评论一网打尽。情感分析，地理位置、关系网络等信息应有尽有。

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