Serialization and deserialization are bottlenecks in parallel and distributed computing, especially in machine learning applications with large objects and large quantities of data.…
Design an algorithm and write code to serialize and deserialize a binary tree. Writing the tree to a file is called 'serialization' and reading back from the file to reconstruct the exact same binary tree is 'deserialization'. There is no limit of ho…
More info here: http://blogs.msdn.com/b/yojoshi/archive/2011/05/14/xml-serialization-and-deserialization-entity-classes-with-xsd-exe.aspx Introduction Many time we come across the need of parsing XML document and creating entities. These entities are…
目录 问题的结构 consensus 更为一般的情况 Exchange 问题 Global exchange 更为一般的情况 Allocation Proximal Algorithms 这一节,介绍并行算法的实现. 问题的结构 令\([n] = \{1, \ldots, n\}\). 给定\(c \subseteq [n]\), 让\(x_c \in \mathbb{R}^{|c|}\)表示向量\(x\in \mathbb{R}^n\)的一个子向量(以\(c\)为指标的对应部分).当\(\ma…
A Small Definition of Big Data The term "big data" seems to be popping up everywhere these days. And there seems to be as many uses of this term as there are contexts in which you find it: 'big data' is often used to refer to any dataset that is…
原文链接 Awesome Java A curated list of awesome Java frameworks, libraries and software. Contents Projects Bean Mapping Build Bytecode Manipulation Caching CLI Cluster Management Code Analysis Code Coverage Code Generators Compiler-compiler Configuration…
Awesome Java 这是Github上关于Java相关的工具,框架等等资源集合. 原文参考: https://github.com/akullpp/awesome-java. @pdai 最全的Java后端知识体系 https://www.pdai.tech, 每天更新中.... Awesome Java Bean Mapping Build Bytecode Manipulation Caching CLI Cluster Management Code Analysis Code Co…
Awesome系列的Java资源整理.awesome-java 就是akullpp发起维护的Java资源列表,内容包括:构建工具.数据库.框架.模板.安全.代码分析.日志.第三方库.书籍.Java 站点等等. 经典的工具与库 (Ancients) In existence since the beginning of time and which will continue being used long after the hype has waned. Apache Ant - Build…
A list of open source C++ libraries < cpp‎ | links http://en.cppreference.com/w/cpp/links/libs The objective of this page is to build a comprehensive list of open source C++ libraries, so that when one needs an implementation of particular functional…
Machine and Deep Learning with Python Education Tutorials and courses Supervised learning superstitions cheat sheet Introduction to Deep Learning with Python How to implement a neural network How to build and run your first deep learning network Neur…
https://github.com/onurakpolat/awesome-bigdata A curated list of awesome big data frameworks, resources and other awesomeness. Inspired by awesome-php, awesome-python, awesome-ruby, hadoopecosystemtable & big-data. Your contributions are always welco…
If you see a package or project here that is no longer maintained or is not a good fit, please submit a pull request to improve this file. Thank you! Contents Awesome Go Audio and Music Authentication and OAuth Command Line Configuration Continuous I…
Horst Rutter edited this page 7 days ago · 529 revisions Indexes and search engines These sites provide indexes and search engines for Go packages: awesome-go - A community curated list of high-quality resources. Awesome Go @LibHunt - Your go-to Go T…
Awesome Go      financial support to Awesome Go A curated list of awesome Go frameworks, libraries and software. Inspired by awesome-python. Contributing Please take a quick gander at the contribution guidelines first. Thanks to all contributors; you…
最近在学深度学习相关的东西,在网上搜集到了一些不错的资料,现在汇总一下: Free Online Books  by Yoshua Bengio, Ian Goodfellow and Aaron Courville Neural Networks and Deep Learning42 by Michael Nielsen Deep Learning27 by Microsoft Research Deep Learning Tutorial23 by LISA lab, University…
中国计算机学会推荐国际学术会议 (计算机系统与高性能计算) 一.A类 序号 会议简称 会议全称 出版社 网址 1 ASPLOS Architectural Support for Programming Languages and Operating Systems ACM http://www.acm.org/pubs/contents/proceedings/series/asplos 2 FAST Conference on File and Storage Technologies US…
What is RCU, Fundamentally? https://lwn.net/Articles/262464/ If you can fill the unforgiving secondwith sixty minutes worth of distance run,“Highly scalable” your code will be reckoned,And—which is more—you'll have parallel fun! With apologies to Rud…
转自:http://developer.51cto.com/art/201507/483510.htm 很多来自世界各地的程序员不求回报的写代码为别人造轮子.贡献代码.开发框架.开放源代码使得分散在世界各地的程序员们都能够贡献他们的代码与创新. Python就是这样一门受到全世界各地开源社区支持的语言.Python可以用来开发各种小工具软件.web应用.科学计算.数据分析等等,Python拥有大量的流行框架,比如Django.使用Python框架时,可以根据自己的需求插入不同的模块,比如可以用S…
一位cornell的教授做的计算机类期刊会议依据Microsoft Research引用数的排名 link:http://www.cs.cornell.edu/andru/csconf.html The following are the journals and conferences in computer science that have published at least 100 papers (2003–2013), with at least 5 citations per pa…
中国计算机学会推荐国际学术期刊 (计算机系统与高性能计算) 一.A类 序号 刊物简称 刊物全称 出版社 网址 1 TOCS ACM Transactions on Computer Systems ACM http://tocs.acm.org/ 2 TOC IEEE Transactions on Computers IEEE http://www.computer.org/portal/web/tc 3 TPDS IEEE Transactions on Parallel and Distr…
类别如下计算机系统与高性能计算,计算机网络,网络与信息安全,软件工程,系统软件与程序设计语言,数据库.数据挖掘与内容检索,计算机科学理论,计算机图形学与多媒体,人工智能与模式识别,人机交互与普适计算,前沿.交叉与综合 中国计算机学会推荐国际学术会议 (计算机系统与高性能计算) 一.A类 序号 会议简称 会议全称 出版社 网址 1 ASPLOS Architectural Support for Programming Languages and Operating Systems ACM htt…
http://www.thebigdata.cn/JieJueFangAn/13317.html 曾经因为NLTK的缘故开始学习Python,之后渐渐成为我工作中的第一辅助脚本语言,虽然开发语言是C/C++,但平时的很 多文本数据处理任务都交给了Python.离开腾讯创业后,第一个作品课程图谱也是选择了Python系的Flask框架,渐渐的将自己的绝大部分工作交 给了Python.这些年来,接触和使用了很多Python工具包,特别是在文本处理,科学计算,机器学习和数据挖掘领域,有很多很多优秀的P…
原文:http://www.52nlp.cn/python-网页爬虫-文本处理-科学计算-机器学习-数据挖掘 曾经因为NLTK的缘故开始学习Python,之后渐渐成为我工作中的第一辅助脚本语言,虽然开发语言是C/C++,但平时的很多文本数据处理任务都交给了Python.离开腾讯创业后,第一个作品课程图谱也是选择了Python系的Flask框架,渐渐的将自己的绝大部分工作交给了Python.这些年来,接触和使用了很多Python工具包,特别是在文本处理,科学计算,机器学习和数据挖掘领域,有很多很多…
reference: http://www.52nlp.cn/python-%e7%bd%91%e9%a1%b5%e7%88%ac%e8%99%ab-%e6%96%87%e6%9c%ac%e5%a4%84%e7%90%86-%e7%a7%91%e5%ad%a6%e8%ae%a1%e7%ae%97-%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0-%e6%95%b0%e6%8d%ae%e6%8c%96%e6%8e%98 一.Python网页爬虫工具集 一个真实的项目,一定是…
英文投稿的一点经验[转载] From: http://chl033.woku.com/article/2893317.html 1. 首先一定要注意杂志的发表范围, 超出范围的千万别投,要不就是浪费时间;另外,每个杂志都有他们的具体格式要求,一定要按照他们的要求把论文写好,免得浪费时间,前些时候,我的一个同事向一个著名的英文杂志投稿,由于格式问题,人家过两个星期就退回来了,而且说了很多难听的话,说投稿前首先就应该看清楚他们的格式要求:2. 论文写作一定要言简意赅,特别是摘要,引言和结论部分,特别…
不知道谁整理的,我就下了个word.所以就标注不了,引用的哪的了. Rank 1: SIGCOMM: ACM Conf on Comm Architectures, Protocols & Apps INFOCOM: Annual Joint Conf IEEE Comp & Comm Soc SPAA: Symp on Parallel Algms and Architecture PODC: ACM Symp on Principles of Distributed Computing…
转载自:http://www.52nlp.cn/python-网页爬虫-文本处理-科学计算-机器学习-数据挖掘 曾经因为NLTK的缘故开始学习Python,之后渐渐成为我工作中的第一辅助脚本语言,虽然开发语言是C/C++,但平时的很多文本数据处理任务都交给了Python.离开腾讯创业后,第一个作品课程图谱也是选择了Python系的Flask框架,渐渐的将自己的绝大部分工作交给了Python.这些年来,接触和使用了很多Python工具包,特别是在文本处理,科学计算,机器学习和数据挖掘领域,有很多很…
谷歌三大核心技术(二)Google MapReduce中文版  Google MapReduce中文版     译者: alex   摘要 MapReduce是一个编程模型,也是一个处理和生成超大数据集的算法模型的相关实现.用户首先创建一个Map函数处理一个基于key/value pair的数据集合,输出中间的基于key/value pair的数据集合:然后再创建一个Reduce函数用来合并所有的具有相同中间key值的中间value值.现实世界中有很多满足上述处理模型的例子,本论文将详细描述这个…
Introduction Deep learning is a recent trend in machine learning that models highly non-linear representations of data. In the past years, deep learning has gained a tremendous momentum and prevalence for a variety of applications (Wikipedia 2016a).…
feature_selection模块 Univariate feature selection:单变量的特征选择 单变量特征选择的原理是分别单独的计算每个变量的某个统计指标,根据该指标来判断哪些指标重要.剔除那些不重要的指标.   sklearn.feature_selection模块中主要有以下几个方法: SelectKBest和SelectPercentile比较相似,前者选择排名排在前n个的变量,后者选择排名排在前n%的变量.而他们通过什么指标来给变量排名呢?这需要二外的指定. 对于re…