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csqandj's Projects

convmf icon convmf

卷积神经网络(CNN)提取影评特征构建电影推荐系统,pytorch实现

convmf-1 icon convmf-1

Code for our paper Convolutaional Matrix Factorization for Document Context-Aware Recommendation (RecSys 2016)

information-retrieval icon information-retrieval

Mainly on text documents. Implemented a Mini Search Engine using different algorithms and then summaried documents using lexrank.

publicopinion icon publicopinion

與情分析系统,包括爬虫、数据清洗、文本摘要、主题分类、情感倾向性识别以及分析结果数据可视化

recommondation-system icon recommondation-system

一些传统推荐算法的实现,包括基于内容的推荐,协同过滤,矩阵分解

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