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文件名称:deepwalk-master

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skipgram的deepwalk算法,复杂网络节点表征学习文中有部分地方还是有很大的改进空间的,比如随机游走过程,本文提出的更像是随机地进行深搜,后来的很多文章,例如LINE、Node2vec都有在这方面有进行改进。还有一点就是LINE里面提到的,Deepwalk中没有提出一个明确的目标函数(这是不是机器学习专家的职业病,非得把问题转化为最优化问题…)(Deepwalk skipgram algorithm, the complex network node in the characterization of learning is in part or there is much room for improvement, such as a random walk, this is more like a random deep search, many articles later, such as LINE and Node2vec are in this area has improved. Another point is that in LINE, Deepwalk didn't put forward a clear objective function. It's not a machine learning expert's occupational disease. It has to transform the problem into an optimization problem.)
相关搜索: Python

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下载文件列表

文件名大小更新时间
deepwalk-master 0 2017-05-13
deepwalk-master\.gitignore 380 2016-03-26
deepwalk-master\.travis.yml 308 2016-03-26
deepwalk-master\AUTHORS.rst 148 2016-03-26
deepwalk-master\CONTRIBUTING.rst 3161 2016-03-26
deepwalk-master\HISTORY.rst 255 2016-03-26
deepwalk-master\LICENSE 35399 2016-03-26
deepwalk-master\MANIFEST.in 243 2016-03-26
deepwalk-master\Makefile 1273 2016-03-26
deepwalk-master\README.rst 2784 2016-03-26
deepwalk-master\deepwalk 0 2016-09-29
deepwalk-master\deepwalk\__init__.py 117 2016-03-26
deepwalk-master\deepwalk\__main__.py 5951 2016-03-26
deepwalk-master\deepwalk\graph.py 7292 2016-03-26
deepwalk-master\deepwalk\skipgram.py 2157 2016-03-26
deepwalk-master\deepwalk\walks.py 2866 2016-03-26
deepwalk-master\deepwalk.bib 738 2016-03-26
deepwalk-master\docs 0 2016-09-29
deepwalk-master\docs\Makefile 6777 2016-03-26
deepwalk-master\docs\authors.rst 27 2016-03-26
deepwalk-master\docs\conf.py 8405 2016-03-26
deepwalk-master\docs\contributing.rst 32 2016-03-26
deepwalk-master\docs\history.rst 27 2016-03-26
deepwalk-master\docs\index.rst 504 2016-03-26
deepwalk-master\docs\installation.rst 193 2016-03-26
deepwalk-master\docs\make.bat 6466 2016-03-26
deepwalk-master\docs\readme.rst 26 2016-03-26
deepwalk-master\docs\usage.rst 73 2016-03-26
deepwalk-master\example_graphs 0 2016-09-29
deepwalk-master\example_graphs\README.md 830 2016-03-26
deepwalk-master\example_graphs\blogcatalog.mat 1255783 2016-03-26
deepwalk-master\example_graphs\karate.adjlist 500 2016-03-26
deepwalk-master\example_graphs\p2p-Gnutella08.edgelist 215172 2016-03-26
deepwalk-master\example_graphs\scoring.py 3297 2016-03-26
deepwalk-master\requirements.txt 113 2016-03-26
deepwalk-master\setup.cfg 21 2016-03-26
deepwalk-master\setup.py 1462 2016-03-26
deepwalk-master\tests 0 2016-09-29
deepwalk-master\tests\__init__.py 23 2016-03-26
deepwalk-master\tests\test_deepwalk.py 387 2016-03-26
deepwalk-master\tox.ini 182 2016-03-26

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