Code Monkey home page Code Monkey logo

the-wheel's Introduction

the-wheel

专利主题提取和基于文本相似度的专利推推荐 专利主题提取和基于文本相似度的专利推推荐

专利分析代码提供短文本主题提取功能 采用改进的LDA主题模型 通过对专利语料进行处理,进行专利的词向量训练,基于Kmeans进行专利词汇的聚类,并且采用一种根据聚类中心按照重叠字符和重叠相似词集的方法进行词聚类结果的筛选和重新优化 通过将词类的标签替换原始词语 将原始 通过将词类的标签替换原始词语,变词袋为标签袋

通过将词类的标签替换原始词语然后进行专利的LDA训练,以提高模型的主题挖掘效果

the-wheel's People

Contributors

shawn-wick avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.