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fandongwan's Projects

bimat icon bimat

A MatLab framework to facilitate the analysis of bipartite complex networks

bnr icon bnr

Several Algorithms of Bipartite Network Recommendation

clustering-community-detection icon clustering-community-detection

Java Implementation of the following algorithoms: Hierarchical Clustering ( Single/Complete/Average Linkage), K-Means, Nearest Neighbor Clustering and Shortest Path betweeness for graph modularity.

gnn_community icon gnn_community

Implementation of the paper "Community Detection with Graph Neural Networks", by J. Bruna and L. Li

graphembeddingrecommendationsystem icon graphembeddingrecommendationsystem

Python based Graph Propagation algorithm, DeepWalk to evaluate and compare preference propagation algorithms in heterogeneous information networks from user item relation ship.

leung_conflict_attach_2016 icon leung_conflict_attach_2016

Scripts for generating bipartite networks using a conflicting attachment model. The networks generated can be visualized and analyzed for modularity and nestedness.

networkx icon networkx

Official NetworkX source code repository.

similarity icon similarity

similarity:相似度计算工具包,java编写。用于词语、短语、句子、词法分析、情感分析、语义分析等相关的相似度计算。

spotify-follow-analytics icon spotify-follow-analytics

scrapes spotify social graph data, script for bipartite-projection-based recommendations, force-directed graph visualization.

stopwords icon stopwords

中文常用停用词表(哈工大停用词表、百度停用词表等)

textinfoexp icon textinfoexp

自然语言处理相关实验(基于sougou数据集),包含文本特征提取(TF-IDF),文本分类,文本聚类,word2vec训练词向量及同义词词林中文词语相似度计算、文档自动摘要,信息抽取,情感分析与观点挖掘等。

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