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Homfenの小站The world is so big, I want to write some code. ---by Homfen
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The world is so big, I want to write some code. ---by Homfen
http://www.homfen.me/
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Homfenの小站 | homfen.me Reviews
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The world is so big, I want to write some code. ---by Homfen
Homfen's blog
Stay hungry, stay foolish. Express.js Get Client IP. October 19, 2016. Appset('trust proxy', 1); / or app.enable('trust proxy');. Var ip = req.ip; / or ip = req.headers['x-forwarded-for'] req.connection.remoteAddress;. October 14, 2016. Sudo yum install vsftpd. Anonymous enable=NO local enable=YES chroot local user=YES. March 26, 2016. 原文 http:/ jlongster.com/Using-Immutable-Data-Structures-in-JavaScript. 2016 Homfens blog - CC BY 4.0.
Machine Learning Archives - Junhao Hua
http://www.blog.huajh7.com/category/machinelearning
Imagination is more important than knowledge. -Albert Einstein. Coursera : PGMs & ML Lecture Notes. April 19, 2014. 1 Probabilistic Graphical Models (PGMs) - Daphne Koller From Apr 8th - Jun 24th, 2013 (11 weeks long) Workload: 15-20 hours/week 主讲人 koller是来自以色列的神童级人物,请自行wiki, 有些同学感觉koller的英文不好懂,说得比较晦涩。 作业 PGM的作业,特别是编程作业是比较难的,每周基本需要花费20小时左右的时间 不包括吃饭放松休息的时间 ,有几周,如果一个问题卡住了,一不小心花费30小时,也是很正常的。 PA Quiz Final : 0.98027 0.95299 0.672 总成绩(with distinction) 91.6% 笔记 课程笔记本来想写成blog的,一直没有时间写。 April 18, 2014. 这里先给几个较小...
A Beautiful Mind Archives - Junhao Hua
http://www.blog.huajh7.com/category/beautifulmind
Imagination is more important than knowledge. -Albert Einstein. April 1, 2013. 我不清楚是否已经后悔说 更愿意直博 ,不知道当初怎么脑抽,觉得自己应当走 理论 研究这条路。 每个人心中多多少少都会有一个 Role model 我指的是Albert Einstein, Michelangelo ,他在某些方面给人以动力,目标,准则。 然而,充满 欲望 与 信念 的你,肯定不会停止脚步,肯定不会让自己大脑停留下空白的虚无之中。 你厌恶唯 paper论,讨厌为一点点所谓的 Paper创新 而东拼西凑的知识零件,这并不是对交叉学科的偏见,而是对 因为paper 所以paper 的憎恨。 你有让你的家人活的更有尊严,活得更有价值的义务 你有让你的家族变得更好的义务 你无法抗拒来自社会的偏见与傲慢 无论采取何种可被接受的方式,你都得征服它。 诚然, 美好 的含义是你所定义的,千万不能落入庸俗,被社会所谓的价值观所淹没。 July 19, 2011. 3) Mean field Method. 1) Mean field Method.
lecture Archives - Junhao Hua
http://www.blog.huajh7.com/tag/lecture
Imagination is more important than knowledge. -Albert Einstein. Coursera : PGMs & ML Lecture Notes. April 19, 2014. 1 Probabilistic Graphical Models (PGMs) - Daphne Koller From Apr 8th - Jun 24th, 2013 (11 weeks long) Workload: 15-20 hours/week 主讲人 koller是来自以色列的神童级人物,请自行wiki, 有些同学感觉koller的英文不好懂,说得比较晦涩。 作业 PGM的作业,特别是编程作业是比较难的,每周基本需要花费20小时左右的时间 不包括吃饭放松休息的时间 ,有几周,如果一个问题卡住了,一不小心花费30小时,也是很正常的。 PA Quiz Final : 0.98027 0.95299 0.672 总成绩(with distinction) 91.6% 笔记 课程笔记本来想写成blog的,一直没有时间写。 2) Mean field Method.
coursera Archives - Junhao Hua
http://www.blog.huajh7.com/tag/coursera
Imagination is more important than knowledge. -Albert Einstein. Coursera : PGMs & ML Lecture Notes. April 19, 2014. 1 Probabilistic Graphical Models (PGMs) - Daphne Koller From Apr 8th - Jun 24th, 2013 (11 weeks long) Workload: 15-20 hours/week 主讲人 koller是来自以色列的神童级人物,请自行wiki, 有些同学感觉koller的英文不好懂,说得比较晦涩。 作业 PGM的作业,特别是编程作业是比较难的,每周基本需要花费20小时左右的时间 不包括吃饭放松休息的时间 ,有几周,如果一个问题卡住了,一不小心花费30小时,也是很正常的。 PA Quiz Final : 0.98027 0.95299 0.672 总成绩(with distinction) 91.6% 笔记 课程笔记本来想写成blog的,一直没有时间写。 1) Mean field Method.
Mathematics Archives - Junhao Hua
http://www.blog.huajh7.com/category/mathematics
Imagination is more important than knowledge. -Albert Einstein. A Cauchy matrix is infinitely divisible. November 10, 2014. This article gives a proof of Example 4.11 in the textbook: Matrix Analysis with some Application. It shows that a Cauchy matrix is infinitely divisible. Theorem 1. Take numbers (r, lambda 1, lambda 2, dots, lambda n 0 ). And set (A {ij} = frac{1}{( lambda i lambda j) r} (1 leq i,j leq n), ). The matrix (A ). Is positive semidefinite for all (r 0 ). Bayesian MSE vs. Classical MSE.
Variational Inference Archives - Junhao Hua
http://www.blog.huajh7.com/category/machinelearning/variational-inference
Imagination is more important than knowledge. -Albert Einstein. Talk at csmath]: A Tutorial on Variational Bayes. April 18, 2014. 虽然我花费了近一节课时间 本来力求控制在15-20分钟 ,但我相信90% 的同学听完后依然是一头雾水或者中途便放弃了。 课后与之聊了几句后,此人竟继续讲了PGM 当然,我相信是因为他之前正好也看过的那本书(Wainwright, Jordan,2008) ,甚为惊喜。 其实呢,从对听众负责任的角度讲,为了让其有所收获,或许不需要有多么厉害,多么酷的内容,而在于如何引着听众朋友让其感受到你讲的故事是多么美好,让其有所思,有所悟,并激发其潜在的渴望: 我回去一定要读一读,我现在就在ipad搜了一堆在读了,真有意思 SLIDES: csmath vb Talk.[PDF]. March 23, 2013. 11 理论基础 Bayesian networks 变分信息传播方法是建立在贝叶斯网络[3]上的,如图所示,对于一个节点 ({H j} ).
A Tutorial on Variational Bayes
http://www.blog.huajh7.com/tutorial-on-vb-csmath
Imagination is more important than knowledge. -Albert Einstein. Talk at csmath]: A Tutorial on Variational Bayes. Talk at csmath]: A Tutorial on Variational Bayes. April 18, 2014. 虽然我花费了近一节课时间 本来力求控制在15-20分钟 ,但我相信90% 的同学听完后依然是一头雾水或者中途便放弃了。 Wainwright, Jordan,2008) ,甚为惊喜。 Csmath vb Talk. [PDF]. Article written by huajh7. 1) Mean field Method. 1) Mean field Method.
distributed Archives - Junhao Hua
http://www.blog.huajh7.com/tag/distributed
Imagination is more important than knowledge. -Albert Einstein. November 5, 2014. 一 Courses 1. CSE 598A Algorithmic Challenges in Data Privacy,Spring 2010 Sofya Raskhodnikova,Adam D. Smith http:/ www.cse.psu.edu/ asmith/privacy598/2. The Algorithmic Foundations of Data Privacy,Fall 2011 Aaron Roth http:/ www.cis.upenn.edu/ aaroth/courses/privacyF11.html3.Statistical and Learning-Theoretic Challenges in Data Privacy workshops, 2010)http:/ www.ipam.ucla&#...2) Mean field Method. 1) Mean field Method.
Computer Science Archives - Junhao Hua
http://www.blog.huajh7.com/category/program
Imagination is more important than knowledge. -Albert Einstein. 程序设计,C ,matlab,java,python等。 November 5, 2014. 一 Courses 1. CSE 598A Algorithmic Challenges in Data Privacy,Spring 2010 Sofya Raskhodnikova,Adam D. Smith http:/ www.cse.psu.edu/ asmith/privacy598/2. The Algorithmic Foundations of Data Privacy,Fall 2011 Aaron Roth http:/ www.cis.upenn.edu/ aaroth/courses/privacyF11.html3.Statistical and Learning-Theoretic Challenges in Data Privacy workshops, 2010)h...April 18, 2014. April 15, 2014. 这里先给几个较小的...
tutorial Archives - Junhao Hua
http://www.blog.huajh7.com/tag/tutorial
Imagination is more important than knowledge. -Albert Einstein. Talk at csmath]: A Tutorial on Variational Bayes. April 18, 2014. 虽然我花费了近一节课时间 本来力求控制在15-20分钟 ,但我相信90% 的同学听完后依然是一头雾水或者中途便放弃了。 课后与之聊了几句后,此人竟继续讲了PGM 当然,我相信是因为他之前正好也看过的那本书(Wainwright, Jordan,2008) ,甚为惊喜。 其实呢,从对听众负责任的角度讲,为了让其有所收获,或许不需要有多么厉害,多么酷的内容,而在于如何引着听众朋友让其感受到你讲的故事是多么美好,让其有所思,有所悟,并激发其潜在的渴望: 我回去一定要读一读,我现在就在ipad搜了一堆在读了,真有意思 SLIDES: csmath vb Talk.[PDF]. 1) Mean field Method. 2) Mean field Method.
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