2019-10-22 00:48 来源:未知


  • [AI]Artificial intelligence "could be good news" for lawyers and clients alike
  • [AI]Biotech Startup Hopes to Cure Cancer with Artificial Intelligence
  • [AI]Fujitsu begins field trials of AI app to alleviate congestion following major events
  • [AI]Google Just Made Its Artificial Intelligence Software Available to the Public
  • [AI]Google Tries an Android for Machine Learning, Releasing Open Source AI System
  • [AI]Google will open-source artificial intelligence, making TensorFlow internal AI software available free
  • [AI]Kodak Alaris launches AI Foundry—Accelerates delivery of artificial intelligence-based solutions…
  • [AI]TensorFlow: Open source machine learning
  • [AI]Toyota Research Institute to further AI and robotics research
  • [AI]We Need These Three International Treaties to Govern “Killer Robots”
  • [AI]What Google’s New Open-Source Software Means for Artificial-Intelligence Research – Wired Campus
  • [AI]Why Google is Giving Away Its Artificial Intelligence Secrets
  • [DL]A Wider Net is Cast for Deep Learning on GPUs
  • [DL]Mesosphere and NVIDIA deliver GPU support to Mesos
  • [DL]New Lasagne feature: arbitrary expressions as layer parameters
  • [DL]NVIDIA Launches New GPUs For Deep Learning Applications, Partners With Mesosphere
  • [DL]Veles - deep learning platform from Samsung
  • [DL]Why Google Is Willing to Give Away Its Latest Machine-Learning Software
  • [DM]Bringing Business Talent Onboard
  • [DS]A tale of two clusters: Mesos and YARN
  • [DS]Analytics Challenge Celebrates Top College Data Analytics Talent
  • [DS]Becoming A Data Scientist
  • [DS]Blue Coat acquires data science powered SaaS cloud security firm Elastica for $280m
  • [DS]Can you learn data science on the job?
  • [DS]Commerce Data Service - Department of Commerce
  • [DS]Data Scientist – Clinical Analysis Department at Kaiser Permanente in Pasadena, California 91188 |
  • [DS]EMC - How to think like a data scientist
  • [DS]H2O lands $20 million to drive its open-source data science platform
  • [DS]How I start my journey to data science and some great resources to get started.
  • [DS]Listening to Caltrain: analyzing train whistles with data science - Silicon Valley Data Science
  • [DS]Mapping Twitter’s Python and Data Science Communities « Gilad Lotan
  • [DS]New flu tracker uses Google search data better than Google
  • [DS]Open Postdoctoral Research Positions in Biomedical Data Science
  • [DS]The Art of Data Science Part 1
  • [DS]The Science of Data Management: An Inside Look
  • [DS]UCSD Will Co-Lead Data Innovation Center
  • [IoT]5 insights & predictions on disruptive tech from KPMG's 2015 Global Innovation Survey - Thoughts On Cloud
  • [IoT]A Closer Look At IoT Security Threats And Breaches - FashNerd
  • [IoT]Additional Considerations Regarding the Internet of Things - DZone IoT
  • [IoT]ARM reveals the Internet of Things security defenses hackers will inevitably learn to evade
  • [IoT]Big Data technology and services market will grow to $48.6 billion in 2019: IDC
  • [IoT]Brain-Computer Interface Lets You Control IoT Devices
  • [IoT]Build an Internet-connected Bluetooth wearable with Arduino and Cordova, part one
  • [IoT]Embedded Software at the Heart of Industrial Internet of Things
  • [IoT]Ergon Energy Uses Inmarsat BGAN M2M for Smart Grid Solution
  • [IoT]Gartner: 21 Billion IoT Devices To Invade By 2020 - InformationWeek
  • [IoT]Healthcare and Consumer Electronics Industries to Drive IoT
  • [IoT]HG #48 - Hardware Startup Crowdfunding: Post Funding Tips - PiTop
  • [IoT]IBM conference explains how data can create a better customer experience - Thoughts On Cloud
  • [IoT]Intel Gets Cozier In The Internet Of Things (IoT) Market
  • [IoT]Internet of Things Herald New Manufacturing Era
  • [IoT]Internet of Things home appliances leaving users vulnerable to cyber attacks, warns Kaspersky
  • [IoT]Introducing the first SoC evaluation solution based on the ARM mbed IoT Platform - Internet of Things | Wearables | Smart Home | M2M
  • [IoT]Is an Internet Without Wifi the Future?
  • [IoT]Join our IoT System Security Webinar
  • [IoT]Libelium Launches Global IoT Spartans Challenge to Promote Developer Training
  • [IoT]Local Data Storage Key to Unlocking Internet of Things Potential
  • [IoT]Marketing to Machines - Smarter With Gartner
  • [IoT]Microbot Push Is A Smart Button For Dumb Devices
  • [IoT]Online lenders harvest big data to extend loans where banks cannot
  • [IoT]Oracle's Amazon-killer might really be six months away
  • [IoT]Samsung SmartThings Hub - PC Mag
  • [IoT]Shift 2020 Brain Food Newsletter (Rudy de Waele)
  • [IoT]TAG Heuer Connected Proves Luxury Smartwatches Are DOA
  • [IoT]Tag Heuer's Carrera Connected luxury smartwatch will be available for $1,500
  • [IoT]The Internet of Things: Creating water stability with streaming data
  • [IoT]The world's smartest cities: What IoT and smart governments will mean for you - TechRepublic
  • [IoT]Why IoT Predictions Are All Wrong
  • [IoT]Will the next age be the Human Internet of Things? - All The Internet Of Things
  • [IoT]Will the next age be the Human Internet of Things?
  • [ML]6 machine learning resources for getting started
  • [ML]7 Free Machine Learning Courses
  • [ML]Evaluating Machine Learning Models - O'Reilly Media
  • [ML]Google just released powerful new artificial intelligence software — and it's open source
  • [ML]Google open sources its TensorFlow machine learning system | ZDNet
  • [ML]Google Open Sources Machine Learning Library TensorFlow - InformationWeek
  • [ML]Google open-sources its TensorFlow machine learning system
  • [ML]Google Open-Sources Machine Learning Library, TensorFlow - DATAVERSITY
  • [ML]H2O - Fast Scalable Machine Learning For Smart Applications
  • [ML] Raises $20M For Its Open Source Machine Learning Platform • /r/MachineLearning
  • [ML]Machine Learning Could Help Video Game Water Look Better Than Ever
  • [ML]Microsoft Dynamics CRM Ventures Into Machine Learning
  • [ML]Open source machine learning platform H2O scores
  • [ML]Pinterest Upgrades Its Search Engine, Enters Machine-Learning Space
  • [ML]Predict Store Sales with ML Pipelines
  • [ML]TensorFlow: Google Open Sources Their Machine Learning Tool

Docker 领衔 2014十佳开源软件排行榜


AI - 人工智能;CV - 机器视觉;DL - 深度学习;DM - 数据挖掘;DS - 数据科学;DV - 数据可视化;IOT - 物联网;ML - 机器学习;NLP - 自然语言处理


每年 都会收集最佳的十个开源软件,今年也不例外,废话不多说,直接进入主题。



“电源管理和虚拟化以相同的方式允许我们从服务器利用率中获取最大的利益。如何真正的解决虚拟化,这世界第一难题仍然是普遍存在的。Docker 自从 2013 年开源以来,刚好在这开源改革的关键时刻适应了时势的发展,提供扩展构建块,允许类似我们这样的工程师和架构师能够以更古未有的方式进行分布式平台的扩 展。”—Richard Morrell, Senior software engineer Petazzoni on the breathtaking growth of Docker。



“你开始了解大量集群空间信息的一个项目肯定是 Kubernetes,是 Google 内部容器组开发的。Kubernetes 致力于提供类似高可用性和复制,服务发现和服务聚合的功能” —Gordon Haff,Open source accelerating the pace of software。



“几乎所有的项目管理工具并不会反映项目的实际情况。一个解决方案就是使用能直观表现项目的实际情况,符合开发人员的常规工作流的工具。此外,这个 工具还需要能快速的更新,吸引用户去使用才算是成功的。Taiga 是个开源项目管理工具,致力于解决基础的软件可用性问题。”—Nitish Tiwari,Taiga,一个专注于软件可用性的开源项目管理工具。

Apache Mesos


"Apache Mesos是 一个集群管理器,提供高效资源隔离和分享跨版本应用或者框架。Apache Mesos 是位于应用层和操作系统之间,可以更高效的部署和管理大规模集群环境的应用。Apache Mesos 可以在一个动态节点分享池运行大量的应用。著名的用户包括 Twitter, Airbnb, MediaCrossing, Xogito 和 Categorize。 —Sachin P Bappalige,Open source datacenter computing with Apache Mesos。



“随着 OpenStack 的继续成熟,慢慢的走向生产环境,专注于用户的持续增长。同时,更好的迎合用户的需求,社区也在努力的获取用户的支持,满足那些在 OpenStack 组织和社区上作出许多伟大改革的:超级用户。”—Jason Baker, What is an OpenStack superuser?


IT 自动化操作工具

“我所做的大量工作不单单是让人们更多时间玩耍,还能有更多的时间给他们自己的项目,他们自己的想法,做一些比较新颖又比较有趣的事情。”—Michael DeHaan,Making your IT infrastructure boring with Ansible。



“我曾经寻找一个简单的方式来管理我所有的在线存储服务,比如 Google Drive 和 Dropbox,集成到我的 Linux 桌面,不需要使用一些复杂的 hack,最后我找到一个解决方案,非常好用。在这里跟大家分享一下,实际上这并不是火箭科学,所有我做的只是阅读一些些文档,然后点击几下就完成了所有 的工作。” —Jiri Folta,使用 ownCloud 来集成 Dropbox,Google Drive,更多的是在 Gnome 环境下。

Apache Hadoop


“Apache Hadoop 是用来存储和处理商用硬件集群上大数据集的开源软件框架。Hadoop 是一个 Apache 的顶级项目,由全球贡献者和用户组成的社区进行维护和开发,遵循 Apache 2.0 开源授权协议。”—Sachin P Bappalige,Aapche Hadoop 大数据方面的介绍。


内容管理系统 (CMS)

“当 Drupal 7 在 2011 年发布的时候,是当时最容易使用的开源内容管理系统(CMS)。我希望 Drupal 8 发布的时候也会是这个样子。Web 可访问性要求一直保持警惕,软件的任意部分都必须要经常遵循适用 Web 内容可访问性指南(WGAG)2.0 ” —Mike Gifford,Drupal 8 的可访问性优势。



“数据中心中越来越多传统网络功能是通过专用,几乎是私有的硬件和软件结合,是通过软件来进行定义的。开源社区里比较领先的就是 OpenDaylight,一个通过 Linux 基金会定义需求协作开发项目,软件定义网络可能会填补和协调世界个人和公司为创建一个软件定义网络(SDN)开源解决方案方面的努力” —Jason Baker,使用 OpenDaylight 在软件中定义网络。

《What Every CIO Must Know About Open-Source Software》(—— 如果你的知识有限,这可能一个很好的起点。Gartner的2017年报告回答了有关开源技术的基本问题,然后再深入探讨更复杂的CIO问题,例如风险是什么,以及如何利用开源的优势。

Fundamentals of Professional Open Source Management(如果你已准备好卷起袖子干,Linux基金会将提供一个课程,涵盖开发开源管理程序的关键阶段。该课程解决的最大挑战是,让企业高管、法律、开发和其他主要利益相关者走到了一起。

How Arduino is open-sourcing imagination(——如果你正在寻找灵感,Arduino的联合创始人Massimo Banzi进行了很棒的TED演讲。他的观点是:开源技术使任何人都可以在任何地方做任何他们能想象到的事情。


《The BOSS Index: Tracking the Explosive Growth of Open-Source Software》(——开源技术的前景广阔,但是 由一些听起来很奇怪的名字组成。这就是为什么Battery Ventures创建了这个详细的索引来分类和跟踪一些最流行的开源软件项目。查看此列表,了解开源世界。