Git Product home page Git Product logo

emotion_analysis's Introduction

Emotion_Analysis

微博情感分析

  • code（实验代码）
    • automatic_vec.py：深度学习特征(word2vec学习到的词向量)进行训练，其中包含logistic regression、knn、cnn、rnn分类器的实验结果。
    • manual_vec.py：人工选取的特征进行训练，其中包含logistic regression、svm分类器的实验结果。
    • sub_obj.py: 主观句和客观句分类。
  • dataset（数据集）
    • word2vec训练集：word2vec训练语料
    • 情感词和停用词表。
    • 正负样例：pos.txt neg.txt各15000条褒贬句（酒店评论和书籍评论等）。
    • 主观和客观样例：sub.txt obj.txt各500条数据

emotion_analysis's People

Contributors

jiangix01 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.