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Clubmark: a Parallel Isolation Framework for Benchmarking and Profiling of Clustering (Community Detection) Algorithms Considering Overlaps (Covers)
C4E, a Scala or Spark library for local and distributed Clustering.
a spider for cnki patent content, just for study and commucation, no use for business.
**知网爬虫
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
Scripts for analyzing community activity and structure
Implements of community detection algorithms
Some overlapping community detection algorithms (Until 2016). by Yulin Che (https://github.com/CheYulin) for the PhD qualification exam (survey on community detection algorithms)
A framework for evaluating community mining algorithms.
A tensorflow implementation of CommunityGAN (Community Detection with Generative Adversarial Nets)
复杂网络相关论文
Cooperation Flow
标签传播算法(社区重叠算法)
吴恩达老师的机器学习课程个人笔记
Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE
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.
crawling data from CSSCI
Collection of modular Cytoscape tutorials for online presentation using reveal.js
《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。
Home of dair.ai
A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).
Ipython notebook presentations for getting starting with basic programming, statistics and machine learning techniques
数据科学的笔记以及资料搜集
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: 国内首个以数据为中心的AI测评(含模型分析报告)
数据挖掘18大算法实现以及其他相关经典DM算法
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。
A collection of various deep learning architectures, models, and tips
deeplearning.ai(吴恩达老师的深度学习课程笔记及资源)
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.