We are pleased to introduce a new open source proejct today. It's another machine learning library using hadoop besides the mahout of ASF(Apache Software Foundation). The name of this project is redpoll, which means any of several small finches of northern North America and Eruasia, having a red crwon and black chin. We hope our project will grow agilely like these kinds of birds and we intent to parallelize some traditional classification, clustering algorithms like Navie Bayes, K-Means, EM using apache's hadoop and compare the speed up on data sets of various size. It's Apache 2.0 licensed.
About us
We are two guys in school whose interests are parallel computing. Since last year, we began to pay attentions to hadoop, which exerts quite an attraction to us. And we have been looking for opportunities to work on this implementation of MapReduce for a long time and meanwhile implemented some traditional machine learning algorithms in c/java. Last year we accidentally found the article
Map-Reduce for Machine Learning on Multicore by University of Stanford, which perfectly matches our interests. Later we learnt that the ASF has begun to implement a machine learning library called mahout, which is according to the thoery of that article, and planned to invite students to participate the google summer project 2008 to finish this job.
But our english are quite poor that we may not obtain any chance, so we decided to launch this new project to let our dreams come true.
for more informations please check out http://code.google.com/p/redpoll
分享到:
相关推荐
它可以用于聚类、分类、主题建模等任务,对于对文本数据感兴趣的研究者和开发者来说,Redpoll提供了一种高效的数据处理方式。通过使用PageRank、LSI等算法,Redpoll能够从大量文本数据中提取有价值的信息,帮助用户...
MapReduce研究 调试、监控等 优化、扩展等 常用API Hadoop改造 数据挖掘项目Redpoll Canopy, k-means Naive bayes, SVM
onnxruntime-1.16.0-cp311-cp311-win_amd64.whl
基于springboot的流浪猫狗救助系统源码数据库文档.zip
摘 要 如今的信息时代,对信息的共享性,信息的流通性有着较高要求,因此传统管理方式就不适合。为了让美容院信息的管理模式进行升级,也为了更好的维护美容院信息,美容院管理系统的开发运用就显得很有必要。并且通过开发美容院管理系统,不仅可以让所学的SpringBoot框架得到实际运用,也可以掌握MySQL的使用方法,对自身编程能力也有一个检验和提升的过程。尤其是通过实践,可以对系统的开发流程加深印象,无论是前期的分析与设计,还是后期的编码测试等环节,都可以有一个深刻的了解。 美容院管理系统根据调研,确定其实现的功能主要包括美容用品管理,美容项目管理,美容部位管理,销量信息管理,订单管理,美容项目预约信息管理等功能。 借助于美容院管理系统这样的工具,让信息系统化,流程化,规范化是最终的发展结果,让其遵循实际操作流程的情况下,对美容院信息实施规范化处理,让美容院信息通过电子的方式进行保存,无论是管理人员检索美容院信息,维护美容院信息都可以便利化操作,真正缩短信息处理时间,节省人力和信息管理的成本。 关键字:美容院管理系统,SpringBoot框架,MySQL
numpy-1.21.1-cp39-cp39-linux_armv7l.whl
基于JavaWeb+springboot的宠物救助及领养平台源码数据库文档.zip
基于springboot员工在线餐饮管理系统源码数据库文档.zip
matplotlib-3.5.3-cp37-cp37m-linux_armv7l.whl
基于springboot+web的留守儿童网站源码数据库文档.zip
STM32神舟III号例程源码SysTick系统滴答(神舟III号-库函数版)提取方式是百度网盘分享地址
STM32开发相关软件ISP 程序下载STM32开发相关软件ISP 程序下载提取方式是百度网盘分享地址
onnxruntime-1.17.0-cp310-cp310-win_amd64.whl
Pillow-9.5.0-cp39-cp39-linux_armv7l.whl
基于springboot高性能计算中心的高性能集群共享平台源码数据库文档.zip
SciPy-1.11.1-cp311-cp311-linux_armv7l.whl
主机硬件信息邮件及微信推送
numpy-1.23.4-cp39-cp39-linux_armv7l.whl
基于springboot视频点播系统源码数据库文档.zip
基于springboot竞赛管理系统源码数据库文档.zip