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Machine Learning in the Browser
Machine Learning in the Browser The Harvard community has made this article openly available. Please share how this access benefits you. Your story matters Citable link http://nrs.harvard.edu/urn-3:HUL.InstRepos:38811507 Terms of Use This article was downloaded from Harvard University’s DASH repository, and is made available under the terms and conditions applicable to Other Posted Material, as set forth at http:// nrs.harvard.edu/urn-3:HUL.InstRepos:dash.current.terms-of- use#LAA Machine Learning in the Browser a thesis presented by Tomas Reimers to The Department of Computer Science in partial fulfillment of the requirements for the degree of Bachelor of Arts in the subject of Computer Science Harvard University Cambridge, Massachusetts March 2017 Contents 1 Introduction 3 1.1 Background . .3 1.2 Motivation . .4 1.2.1 Privacy . .4 1.2.2 Unavailable Server . .4 1.2.3 Simple, Self-Contained Demos . .5 1.3 Challenges . .5 1.3.1 Performance . .5 1.3.2 Poor Generality . .7 1.3.3 Manual Implementation in JavaScript . .7 2 The TensorFlow Architecture 7 2.1 TensorFlow's API . .7 2.2 TensorFlow's Implementation . .9 2.3 Portability . .9 3 Compiling TensorFlow into JavaScript 10 3.1 Motivation to Compile . 10 3.2 Background on Emscripten . 10 3.2.1 Build Process . 12 3.2.2 Dependencies . 12 3.2.3 Bitness Assumptions . 13 3.2.4 Concurrency Model . 13 3.3 Experiences . 14 4 Results 15 4.1 Benchmarks . 15 4.2 Library Size . 16 4.3 WebAssembly . 17 5 Developer Experience 17 5.1 Universal Graph Runner . -
Ubuntu Kung Fu
Prepared exclusively for Alison Tyler Download at Boykma.Com What readers are saying about Ubuntu Kung Fu Ubuntu Kung Fu is excellent. The tips are fun and the hope of discov- ering hidden gems makes it a worthwhile task. John Southern Former editor of Linux Magazine I enjoyed Ubuntu Kung Fu and learned some new things. I would rec- ommend this book—nice tips and a lot of fun to be had. Carthik Sharma Creator of the Ubuntu Blog (http://ubuntu.wordpress.com) Wow! There are some great tips here! I have used Ubuntu since April 2005, starting with version 5.04. I found much in this book to inspire me and to teach me, and it answered lingering questions I didn’t know I had. The book is a good resource that I will gladly recommend to both newcomers and veteran users. Matthew Helmke Administrator, Ubuntu Forums Ubuntu Kung Fu is a fantastic compendium of useful, uncommon Ubuntu knowledge. Eric Hewitt Consultant, LiveLogic, LLC Prepared exclusively for Alison Tyler Download at Boykma.Com Ubuntu Kung Fu Tips, Tricks, Hints, and Hacks Keir Thomas The Pragmatic Bookshelf Raleigh, North Carolina Dallas, Texas Prepared exclusively for Alison Tyler Download at Boykma.Com Many of the designations used by manufacturers and sellers to distinguish their prod- ucts are claimed as trademarks. Where those designations appear in this book, and The Pragmatic Programmers, LLC was aware of a trademark claim, the designations have been printed in initial capital letters or in all capitals. The Pragmatic Starter Kit, The Pragmatic Programmer, Pragmatic Programming, Pragmatic Bookshelf and the linking g device are trademarks of The Pragmatic Programmers, LLC. -
The “New”Side of Web Design
THE “NEW” SIDE OF WEB DESIGN Start with Fundamentals A GOOD teacher will LEARN and TEACH the basics of HTML and CSS before allowing students to use WYSIWYG editors! Yes, it’s programming, technically, but they can handle it! And, so can you! Free Web Tools and Widgets Embeddable Video Hosting (online) Embeddable Audio (offline) http://schooltube.com (school video hosting and embed code) http://www.audioflash.org/ (free streaming audio recorder) http://screentoaster.com (capture screencast and embed code given) Embeddable Photo Galleries (offline) http://screencastle.com (capture screencast and get embed code) http://www.snapfiles.com/get/sothinkalbum.html SoThink Album Embeddable Forum http://www.snapfiles.com/get/skyalbum.html SkyAlbum http://tal.ki/ “Top” Widgets Embed RSS Feed from Blog http://www.makeuseof.com/dir/scrollbox-embed-rss-feeds/ AddThis Button http://addthis.com/ ModPoll http://www.modpoll.com Embed Photo Galleries/Presentations Hosted Online Random Widget Collections http://www.slideserve.com (embed PPT files; no transitions/animation unless plugin downloaded—trial does 10 slides only) http://www.iwidgetworld.com/ http://picasaweb.google.com/home http://www.widgetbox.com/ http://www.freewidgetzone.com/ Embed Documents Hosted Online (can upload) http://www.tickerfactory.com/ezticker/ticker_designer.php http://embedit.in (embed document or embed baby thumbnail link) Free Web Site Creators/Hosting (easy) • Wix • Yola • Google Sites • Weebly Source: http://internet.suite101.com/article.cfm/make-free-websites-on-the-web 1 -
Create Mobile Apps with HTML5, Javascript and Visual Studio
Create mobile apps with HTML5, JavaScript and Visual Studio DevExtreme Mobile is a single page application (SPA) framework for your next Windows Phone, iOS and Android application, ready for online publication or packaged as a store-ready native app using Apache Cordova (PhoneGap). With DevExtreme, you can target today’s most popular mobile devices with a single codebase and create interactive solutions that will amaze. Get started today… ・ Leverage your existing Visual Studio expertise. ・ Build a real app, not just a web page. ・ Deliver a native UI and experience on all supported devices. ・ Use over 30 built-in touch optimized widgets. Learn more and download your free trial devexpress.com/mobile All trademarks or registered trademarks are property of their respective owners. Untitled-4 1 10/2/13 11:58 AM APPLICATIONS & DEVELOPMENT SPECIAL GOVERNMENT ISSUE INSIDE Choose a Cloud Network for Government-Compliant magazine Applications Geo-Visualization of SPECIAL GOVERNMENT ISSUE & DEVELOPMENT SPECIAL GOVERNMENT ISSUE APPLICATIONS Government Data Sources Harness Open Data with CKAN, OData and Windows Azure Engage Communities with Open311 THE DIGITAL GOVERNMENT ISSUE Inside the tools, technologies and APIs that are changing the way government interacts with citizens. PLUS SPECIAL GOVERNMENT ISSUE APPLICATIONS & DEVELOPMENT SPECIAL GOVERNMENT ISSUE & DEVELOPMENT SPECIAL GOVERNMENT ISSUE APPLICATIONS Enhance Services with Windows Phone 8 Wallet and NFC Leverage Web Assets as Data Sources for Apps APPLICATIONS & DEVELOPMENT SPECIAL GOVERNMENT ISSUE ISSUE GOVERNMENT SPECIAL DEVELOPMENT & APPLICATIONS Untitled-1 1 10/4/13 11:40 AM CONTENTS OCTOBER 2013/SPECIAL GOVERNMENT ISSUE OCTOBER 2013/SPECIAL GOVERNMENT ISSUE magazine FEATURES MOHAMMAD AL-SABT Editorial Director/[email protected] Geo-Visualization of Government KENT SHARKEY Site Manager Data Sources MICHAEL DESMOND Editor in Chief/[email protected] Malcolm Hyson .......................................... -
Extracting Taint Specifications for Javascript Libraries
Extracting Taint Specifications for JavaScript Libraries Cristian-Alexandru Staicu Martin Toldam Torp Max Schäfer TU Darmstadt Aarhus University GitHub [email protected] [email protected] [email protected] Anders Møller Michael Pradel Aarhus University University of Stuttgart [email protected] [email protected] ABSTRACT ACM Reference Format: Modern JavaScript applications extensively depend on third-party Cristian-Alexandru Staicu, Martin Toldam Torp, Max Schäfer, Anders Møller, and Michael Pradel. 2020. Extracting Taint Specifications for JavaScript libraries. Especially for the Node.js platform, vulnerabilities can Libraries. In 42nd International Conference on Software Engineering (ICSE have severe consequences to the security of applications, resulting ’20), May 23–29, 2020, Seoul, Republic of Korea. ACM, New York, NY, USA, in, e.g., cross-site scripting and command injection attacks. Existing 12 pages. https://doi.org/10.1145/3377811.3380390 static analysis tools that have been developed to automatically detect such issues are either too coarse-grained, looking only at 1 INTRODUCTION package dependency structure while ignoring dataflow, or rely on JavaScript is powering a wide variety of web applications, both manually written taint specifications for the most popular libraries client-side and server-side. Many of these applications are security- to ensure analysis scalability. critical, such as PayPal, Netflix, or Uber, which handle massive In this work, we propose a technique for automatically extract- amounts of privacy-sensitive user data and other assets. An impor- ing taint specifications for JavaScript libraries, based on a dynamic tant characteristic of modern JavaScript-based applications is the analysis that leverages the existing test suites of the libraries and extensive use of third-party libraries. -
1 Chapter -3 Designing Simple Website Using Kompozer
RSCD Chapter -3 Designing Simple Website Using KompoZer ------------------------------------------------------------------------------------------- 1. ……………plays a very important role in a business now-a-days. a) Website b) webpage c) Web browser d) Web host 2. …………….is a collection of interlinked web pages for a specific purpose. a) Website b) webpage c) Web browser d) Web host 3. ………….defines what we want to achieve by developing a website. a)Objective b) Goal c) Planning d) Target 4. Once by knowing the reason for developing a website, you must decide …….of the website. a)Objective b) Goal c) Planning d) Target 5. ……….means for whom the website is to be developed. a)Objective b) Goal c) Planning d) Target audience 6. From the following which is important for content of a webpage? a) Text and graphics for website b) Content as per visitor’s requirements c) Too short or too long content d) All of these 7. Who provides trial version of the software for free download? a) Editor b) Vendor c) Visitor d) None 8. The visual diagram of the website is known as ……………… a) Site Map b) Image Map c) Site Editor d) Site Browser 9. The website should contain should be classified into ………….categories. a) General b) Detailed c) Simple d) Both a and b 10. What is the first step for planning a website? a) Homepage b) Target audience c) Objective and Goal d) Browser compatibility 11. The website must contain ………………….information. a) Complete b) relevant c) incomplete d) Both a and b 12. What is the key point of a website? a) Content b) Homepage c) Objective and Goal d) Browser Compatibility 13. -
CTE Course Description and Standards Crosswalk
DISTRICT NAME: SITKA SCHOOL DISTRICT CTE Course Description and Standards Crosswalk Course Information Course Name Web Design & Development Course Number 0682 Number of High School 0.5 Credits Sequence or CTEPS (You must first have the Sequence N/A or CTEPS entered into the EED-CTE system.) Date of district Course May 2013 Revision Career & Technical Student Organization (CTSO) CTSO embedded in this Suggested CTSO: Technology Student Association - http://www.tsaweb.org/ sequence Occupational Standards National Workforce Center for Emerging Technologies (NWCET) http://www.washington.edu/accessit/webdesign/nwcet_standards.htm SkillsUSA (SUSA-CP) (SUSA-3D) (SUSA-E) http://www.workforcereadysystem.org/media/blueprints/ComputerProgramming_blueprint.pdf http://www.workforcereadysystem.org/media/blueprints/3Dvisualization_blueprint.pdf Source of Occupational http://www.workforcereadysystem.org/media/blueprints/Employability_blueprint.pdf Standards International Society for Technology in Education (ISTE) www.iste.org World Wide Web Consortium (W3C) http://www.w3.org/ NWCET – Web Development and Administration Cluster A. Perform Technical Analysis (A1-A2, A4-A6) B. Perform Web Programming (B1-B4) C. Develop, Deliver and Manage Content (C4-C6) D. Implement and Maintain Site and Applications (D1-D4) F. Manage Enterprise-wide Web Activities (F1, F4) G. Perform Testing and Quality Assurance (G3-G5) SUSA-CP – SkillsUSA Computer Programming (see link above) Names/Numbers of SUSA-3D - SkillsUSA Visualization and Animation (see link above) Occupational -
Введение В Silverlight 3
2 Здравствуйте, дорогой читатель! Мы очень рады продолжить добрую традицию и представить Вам первую книгу о технологии Microsoft Silverlight 3 на русском языке! Microsoft Silverlight позволяет разработчикам с помощью простых и мощных инструментов создавать интерактивные Интернет- приложения, которые становятся все популярнее среди широкого круга пользователей. Данная технология уже используется на многих известных ресурсах – как в мире, так и в России. Silverlight 3 – важный шаг в развитии технологии. Среди новых возможностей можно отметить 3D-трансформации, аппаратное ускорение, работа вне браузера и много другое. Уже более трети Интернет-устройств в мире имеют установленный Silverlight. Принимая во внимание текущую динамику, можно с уверенностью сказать, что данная технология будет и дальше распространяться среди пользователей во всем мире, и Россия здесь не исключение. Менее года назад мы выпустили электронную книгу «Введение в Microsoft Silverlight 2», за это время ее загрузило более 30000 читателей. Для перевода книги по Silverlight 3 мы вновь выбрали издание Лоуренса Морони, основываясь на положительных отзывах от Вас, российских разработчиков, и на международном опыте. Книга представляет комплексный обзор Silverlight 3, который будет интересен как тем, кто уже имеет опыт работы с прошлыми версиями данной технологии, так и для начинающих свой путь в мир Silverlight. В завершение хочу поблагодарить Вас за интерес к технологии Microsoft Silverlight и предлагаю окунуться в увлекательный мир интерактивности. Дмитрий Халин, Директор департамента стратегических технологий Майкрософт Россия 3 ОПУБЛИКОВАНО Microsoft Press A Division of Microsoft Corporation One Microsoft Way Redmond, Washington 98052-6399 Copyright © 2009 by Laurence Moroney Все права защищены. Ни одна часть данной книги не может быть воспроизведена в любой форме или любыми средствами без письменного разрешения издателя. -
Cascading Style Sheet Web Tool
CASCADING STYLE SHEET WEB TOOL _______________ A Thesis Presented to the Faculty of San Diego State University _______________ In Partial Fulfillment of the Requirements for the Degree Master of Science in Computer Science _______________ by Kalthoum Y. Adam Summer 2011 iii Copyright © 2011 by Kalthoum Y. Adam All Rights Reserved iv DEDICATION I dedicate this work to my parents who taught me not to give up on fulfilling my dreams. To my faithful husband for his continued support and motivation. To my sons who were my great inspiration. To all my family and friends for being there for me when I needed them most. v ABSTRACT OF THE THESIS Cascading Style Sheet Web Tool by Kalthoum Y. Adam Master of Science in Computer Science San Diego State University, 2011 Cascading Style Sheet (CSS) is a style language that separates the style of a web document from its content. It is used to customize the layout and control the appearance of web pages written by markup languages. CSS saves time while developing the web page by applying the same layout and style to all pages in the website. Furthermore, it makes the website easy to maintain by just editing one file. In this thesis, we developed a CSS web tool that is intended to web developers who will hand-code their HTML and CSS to have a complete control over the web page layout and style. The tool is a form wizard that helps developers through a user-friendly interface to create a website template with a valid CSS and XHTML code. -
Apache Service Manual
AIRPLANE SERVICE MANUAL CARD 1 OF 2 APACHE PA-23-150 PA-23-160 Courtesy of Bomar Flying Service www.bomar.biz PIPER AIRCRAFT CORPORATION PART NUMBER 752-422 REVISED: OCT. 5, 1999 1A1 Published by Technical Publications © The New Piper Aircraft, Inc. 2926 Piper Drive Vero Beach, Florida 32960 U.S.A. Member General Aviation Manufacturers Association 1A2 PIPER COMANCHE SERVICE MANUAL AEROFICHE REVISION STATUS Revisions to this service manual 752 422, originally published (on paper only) in 1954, reissued (on paper only) March 15, 1968 and published on microfiche May 28, 1976 are as follows: Revisions Publication Date Aerofiche Card Effectivity ORIGINAL (Paper only) 1954 None COMPLETE REISSUE (Paper only) October 1960 None COMPLETE REISSUE (Paper only) March 15, 1968 None 1st (Paper only) December 21, 1973 None 2nd May 28, 1976 1 and 2 3rd February 13, 1980 1 and 2 4th February 23, 1983 1 and 2 5th April 29, 1986 1 6th September 15, 1998 1 and 2 7th* October 5, 1999 1 and 2 * Revisions appear in both cards. Accordingly, discard your existing card set and replace it with these cards dated October 5, 1999. A. Consult the latest Piper Customer Service Information Catalog No. 1753-755 (Aerofiche) for current revision dates for this manual. B. The General Aviation Manufacturers Association (GAMA) has developed specifications for microfiche reproduction of aircraft publications. The information compiled in this Aerofiche Service Manual will be kept current by revisions distributed periodically. These revisions will supersede all previous revisions and will be complete Aerofiche card replacements and shall supersede Aerofiche cards of the same number in the set. -
Agethen2020.Pdf (3.818Mb)
ADATA-DRIVENMOTIONPLANNING FRAMEWORKFORINTERACTIVEWALK PATHSIMULATIONWITHINTHE AUTOMOTIVEINDUSTRY PHILIPPAGETHEN from Gräfelfing DOCTORALTHESIS A thesis submitted in fulfillment of the requirements for the degree of Doctor rerum naturalium (Dr. rer. nat.) Human-Computer-Interaction Group Institute of Media Informatics Faculty of Engineering, Computer Science and Psychology 2020 acting dean: Prof. Dr. Maurits Ortmanns, Ulm University referees: Prof. Dr. Enrico Rukzio, Ulm University Prof. Dr. Martin Manns, University of Siegen day of defense: October 23th 2020 Philipp Agethen: A Data-Driven Motion Planning Framework for Interactive Walk Path Simulation Within the Automotive Industry, Doctoral dissertation. ©2020 This document was typeset in LATEX using the typographical look-and-feel classicthesis developed by André Miede. classicthesis is available for both LATEX and LYX: https://bitbucket.org/amiede/classicthesis/ DEDICATEDTOMYWIFEHANNA COPYRIGHT [citation] For the sake of clarity, literally used or only marginally modified text passages, being previously published by the author, are highlighted in the margin notes. An example can be found on the left side. This particularly applies for following manuscripts: [6] Philipp Agethen, Felix Gaisbauer, and Enrico Rukzio. “A Proba- bilistic Steering Parameter Model for Deterministic Motion Planning Algorithms.” In: Computer Graphics Forum 38.1 (2019), pp. 549–563. doi: 10.1111/cgf.13591. With permission of Wiley. [4] Philipp Agethen et al. “Towards Realistic Walk Path Simulation of Single Subjects: Presenting a Probabilistic Motion Planning Algo- rithm.” In: Proceedings of the 11th Annual International ACM SIGGRAPH Conference on Motion, Interaction, and Games. MIG ’18. Limassol, Cyprus: ACM, 2018, pp. 1–10. isbn: 978-1-4503-6015-9. doi: 10.1145/3274247. 3274504. With permission of ACM. -
JTS Users Guide, Ver 2.0 Copyright 2013 Page 2 of 265
Table of Contents 1 ABOUT THIS GUIDE .................................................................................................................... 13 1.1 WHO SHOULD USE IT ............................................................................................................... 14 1.2 TYPOGRAPHICAL CONVENTIONS ............................................................................................... 14 2 INTRODUCTION ........................................................................................................................... 16 2.1 OVERVIEW ............................................................................................................................... 16 2.2 PURPOSE ................................................................................................................................ 17 2.3 SCOPE .................................................................................................................................... 17 2.4 REFERENCES .......................................................................................................................... 18 2.5 GLOSSARY AND TERMINOLOGY ................................................................................................. 18 3 JTS SYSTEM DESCRIPTION ...................................................................................................... 21 3.1 KEY FEATURES ........................................................................................................................ 21 3.2 ENVIRONMENT ........................................................................................................................