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langyayue99's Projects

clubmark icon clubmark

Clubmark: a Parallel Isolation Framework for Benchmarking and Profiling of Clustering (Community Detection) Algorithms Considering Overlaps (Covers)

clustering4ever icon clustering4ever

C4E, a Scala or Spark library for local and distributed Clustering.

cnkispider icon cnkispider

a spider for cnki patent content, just for study and commucation, no use for business.

cnki_patent_svm icon cnki_patent_svm

文本分类是指在给定分类体系下 , 根据文本的内容自动确定文本类别的过程。首先我们根据scrapy爬虫根据**知网URL的规律,爬取70多万条2014年公开的发明专利,然后通过数据清洗筛选出了60多万条含标签数据。通过TF-IDF对60多万条本文进行词频提取,依照词频排序提取前3000个词语形成语义词典,然后根据观察设置停用词。然后再用TF-IDF的方式对每个摘要进行词频选取,通过布尔模型,对比语义词典生成文本向量。然后对标签进行数字化转换。取90%的文本为训练集,10%的文本为测试集。用有监督学习的SVM算法对文本进行分类,(人类生活必需品、作业运输、化学冶金、纺织造纸、固定建筑物、机械工程、物理学、电学)分成8类

communitydetectioncodes icon communitydetectioncodes

Some overlapping community detection algorithms (Until 2016). by Yulin Che (https://github.com/CheYulin) for the PhD qualification exam (survey on community detection algorithms)

communitygan icon communitygan

A tensorflow implementation of CommunityGAN (Community Detection with Generative Adversarial Nets)

copra icon copra

标签传播算法(社区重叠算法)

covid-19 icon covid-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

covid19-literature-clustering icon covid19-literature-clustering

Let's cluster similar research articles together to make it easier for health professionals to find relevant research articles, and responde to rapidly spreading COVID-19 promptly.

d2l-zh icon d2l-zh

《动手学深度学习》:面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

danmf icon danmf

A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).

data-science-45min-intros icon data-science-45min-intros

Ipython notebook presentations for getting starting with basic programming, statistics and machine learning techniques

data-structure icon data-structure

c++ 顺序表、链表、静态链表、队列、一元多项式、汉诺塔、火车调度问题、操作系统调度问题、背包问题、最大连续子列和问题、KMP算法、稀疏矩阵、广义表、并查集、无向图邻接表、有向图邻接表、Krusskal算法、Prim算法、最短路径Dijsktra算法、最短路径Bellman-Ford算法、最短路径Floyd算法、拓扑排序、关键路径、优化的冒泡排序、快速排序、直接插入排序、折半插入排序、闭散列实现、开散列实现

dataclue icon dataclue

DataCLUE: 国内首个以数据为中心的AI测评(含模型分析报告)

deep-learning-books icon deep-learning-books

Books for machine learning, deep learning, math, NLP, CV, RL, etc. 一些机器学习、深度学习等相关话题的书籍。

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