Javascript Application Design
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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 . -
Tests Deploys Uppy Is a Sleek, Modular Javascript File Uploader
Uppy npm v1.27.0 Tests Tests passing Companion passing End-to-end tests failing Deploys CDN passing Companion Deploy failing Deploy uppy.io passing Uppy is a sleek, modular JavaScript file uploader that integrates seamlessly with any application. It’s fast, easy to use and lets you worry about more important problems than building a file uploader. Fetch files from local disk, remote URLs, Google Drive, Dropbox, Box, Instagram or snap and record selfies with a camera Preview and edit metadata with a nice interface Upload to the final destination, optionally process/encode Read the docs | Try Uppy Uppy is being developed by the folks at Transloadit, a versatile file encoding service. Example Code used in the above example: const Uppy = require('@uppy/core') const Dashboard = require('@uppy/dashboard') const GoogleDrive = require('@uppy/google-drive') const Instagram = require('@uppy/instagram') const Webcam = require('@uppy/webcam') const Tus = require('@uppy/tus') const uppy = new Uppy({ autoProceed: false }) .use(Dashboard, { trigger: '#select-files' }) .use(GoogleDrive, { target: Dashboard, companionUrl: 'https://companion.uppy.io .use(Instagram, { target: Dashboard, companionUrl: 'https://companion.uppy.io' .use(Webcam, { target: Dashboard }) .use(Tus, { endpoint: 'https://tusd.tusdemo.net/files/' }) .on('complete', (result) => { console.log('Upload result:', result) }) Try it online or read the docs for more details on how to use Uppy and its plugins. Features Lightweight, modular plugin-based architecture, easy on dependencies :zap: -
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 .......................................... -
Coffeescript Accelerated Javascript Development.Pdf
Download from Wow! eBook <www.wowebook.com> What readers are saying about CoffeeScript: Accelerated JavaScript Development It’s hard to imagine a new web application today that doesn’t make heavy use of JavaScript, but if you’re used to something like Ruby, it feels like a significant step down to deal with JavaScript, more of a chore than a joy. Enter CoffeeScript: a pre-compiler that removes all the unnecessary verbosity of JavaScript and simply makes it a pleasure to write and read. Go, go, Coffee! This book is a great introduction to the world of CoffeeScript. ➤ David Heinemeier Hansson Creator, Rails Just like CoffeeScript itself, Trevor gets straight to the point and shows you the benefits of CoffeeScript and how to write concise, clear CoffeeScript code. ➤ Scott Leberknight Chief Architect, Near Infinity Though CoffeeScript is a new language, you can already find it almost everywhere. This book will show you just how powerful and fun CoffeeScript can be. ➤ Stan Angeloff Managing Director, PSP WebTech Bulgaria Download from Wow! eBook <www.wowebook.com> This book helps readers become better JavaScripters in the process of learning CoffeeScript. What’s more, it’s a blast to read, especially if you are new to Coffee- Script and ready to learn. ➤ Brendan Eich Creator, JavaScript CoffeeScript may turn out to be one of the great innovations in web application development; since I first discovered it, I’ve never had to write a line of pure JavaScript. I hope the readers of this wonderful book will be able to say the same. ➤ Dr. Nic Williams CEO/Founder, Mocra CoffeeScript: Accelerated JavaScript Development is an excellent guide to Coffee- Script from one of the community’s most esteemed members. -
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. -
Chapter 1: Introduction to the Pencil Code Environment
Chapter 1: Introduction to the Pencil Code Environment In this manual we will show how to use Pencil Code to explore programming. Pencil Code is a free programming tool available at pencilcode.net. Pencil Code was developed by Google engineer David Bau together with his son Anthony Bau, with open-source contributions from many others. Two Ways of Looking at a Program There are two ways of viewing a program. A computer user sees a program by looking at its output. A programmer works with a program’s source code. In Pencil Code, the screen is split into two halves, with the source code on the left and the output on the right. You run programs by by pressing the “play” button in the middle. The Pencil Code interface splits the screen, showing source code on the left and output on the right. The play button in the center runs the code and produces output. Languages and Libraries in Pencil Code Pencil Code supports code in both blocks and text using mainstream web programming languages and useful libraries including: • HTML, the standard HyperText Markup Language for the web. • JavaScript, the standard programming language of web browsers. • CSS, the standard Cascading Style Sheet language for visual styles on the web. • jQuery, a popular library that simplifies programming interactive websites. • CoffeeScript, a language that lets you do more with less typing than JavaScript. • jQuery-turtle, which extends jQuery to simplify graphics and animation for novices. With Pencil Code, students can use these technologies to create web applications with global visibility and impact while exploring fundamental concepts in computational thinking. -
Coffeescript Accelerated Javascript Development, Second Edition
Extracted from: CoffeeScript Accelerated JavaScript Development, Second Edition This PDF file contains pages extracted from CoffeeScript, published by the Prag- matic Bookshelf. For more information or to purchase a paperback or PDF copy, please visit http://www.pragprog.com. Note: This extract contains some colored text (particularly in code listing). This is available only in online versions of the books. The printed versions are black and white. Pagination might vary between the online and printed versions; the content is otherwise identical. Copyright © 2015 The Pragmatic Programmers, LLC. All rights reserved. No part of this publication may be reproduced, stored in a retrieval system, or transmitted, in any form, or by any means, electronic, mechanical, photocopying, recording, or otherwise, without the prior consent of the publisher. The Pragmatic Bookshelf Dallas, Texas • Raleigh, North Carolina CoffeeScript Accelerated JavaScript Development, Second Edition Trevor Burnham The Pragmatic Bookshelf Dallas, Texas • Raleigh, North Carolina Many of the designations used by manufacturers and sellers to distinguish their products 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, PragProg and the linking g device are trade- marks of The Pragmatic Programmers, LLC. Every precaution was taken in the preparation of this book. However, the publisher assumes no responsibility for errors or omissions, or for damages that may result from the use of information (including program listings) contained herein. Our Pragmatic courses, workshops, and other products can help you and your team create better software and have more fun. -
Node Js Require All Files in Directory
Node Js Require All Files In Directory Is Meryl undiscording or dormant when utter some scabbard transistorizing festively? Sometimes microbial Jess upraise her Northumbrians dynamically, but vitreous Rudolfo acidified unmercifully or overweens ethnologically. Rickie often pollute unconscionably when helmless Torry depredates wishfully and bluffs her exostosis. Cjs libraries like i pasted into modules in this wrapper for files in node all directory in the biggest challenge for This js processing units of all the require all files of an http servers, shahbaz badisha and mobile app? Mocha runs in the browser. It locally in the node js modules do its ecosystem is a post message to process for weekdays and grabbing them all files in node js files and dev bootcamps focus on. Importing a module in Node. The version number of Cypress. Or as some reason say accessing the file is relatively the simplest of all FS-related processes. Let me on unix that directory in here is required into the require some files with the exports object, you were implemented a js on. How to confirm your package or exists, so for loop above logging module once after the module name structure to work with ones that. The storefront for example using promise framework, or checkout with. This array of that are immediately detect errors back to maintain, and screen recorder web development also learn to. Files in node? Prepping for older versions manually when your project management and js file. Node js modules would their fake implementations removed mocha allows you. Follow their respective harmony flag, node js require all files in directory all code should be your directory will know which pieces of awareness, require some advice to. -
Microsoft AJAX Library Essentials Client-Side ASP.NET AJAX 1.0 Explained
Microsoft AJAX Library Essentials Client-side ASP.NET AJAX 1.0 Explained A practical tutorial to using Microsoft AJAX Library to enhance the user experience of your ASP.NET Web Applications Bogdan Brinzarea Cristian Darie BIRMINGHAM - MUMBAI Microsoft AJAX Library Essentials Client-side ASP.NET AJAX 1.0 Explained Copyright © 2007 Packt Publishing All rights reserved. No part of this book may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, without the prior written permission of the publisher, except in the case of brief quotations embedded in critical articles or reviews. Every effort has been made in the preparation of this book to ensure the accuracy of the information presented. However, the information contained in this book is sold without warranty, either express or implied. Neither the authors, Packt Publishing, nor its dealers or distributors will be held liable for any damages caused or alleged to be caused directly or indirectly by this book. Packt Publishing has endeavored to provide trademark information about all the companies and products mentioned in this book by the appropriate use of capitals. However, Packt Publishing cannot guarantee the accuracy of this information. First published: July 2007 Production Reference: 1230707 Published by Packt Publishing Ltd. 32 Lincoln Road Olton Birmingham, B27 6PA, UK. ISBN 978-1-847190-98-7 www.packtpub.com Cover Image by www.visionwt.com Table of Contents Preface 1 Chapter 1: AJAX and ASP.NET 7 The Big Picture 8 AJAX and Web 2.0 10 Building -
Learning Javascript Design Patterns
Learning JavaScript Design Patterns Addy Osmani Beijing • Cambridge • Farnham • Köln • Sebastopol • Tokyo Learning JavaScript Design Patterns by Addy Osmani Copyright © 2012 Addy Osmani. All rights reserved. Revision History for the : 2012-05-01 Early release revision 1 See http://oreilly.com/catalog/errata.csp?isbn=9781449331818 for release details. ISBN: 978-1-449-33181-8 1335906805 Table of Contents Preface ..................................................................... ix 1. Introduction ........................................................... 1 2. What is a Pattern? ...................................................... 3 We already use patterns everyday 4 3. 'Pattern'-ity Testing, Proto-Patterns & The Rule Of Three ...................... 7 4. The Structure Of A Design Pattern ......................................... 9 5. Writing Design Patterns ................................................. 11 6. Anti-Patterns ......................................................... 13 7. Categories Of Design Pattern ............................................ 15 Creational Design Patterns 15 Structural Design Patterns 16 Behavioral Design Patterns 16 8. Design Pattern Categorization ........................................... 17 A brief note on classes 17 9. JavaScript Design Patterns .............................................. 21 The Creational Pattern 22 The Constructor Pattern 23 Basic Constructors 23 Constructors With Prototypes 24 The Singleton Pattern 24 The Module Pattern 27 iii Modules 27 Object Literals 27 The Module Pattern -
Browserify Illegal Import Declaration
Browserify Illegal Import Declaration Is Christoph elenctic or short-spoken after dicephalous Sullivan quarries so dexterously? Lazarus often disfavor silkily when Anglo-Catholic Durant outwind natheless and pannings her major-general. Metacentric and shifting Garwin never chiack bearably when Chandler dole his Quinton. To shell archive format was to ensure or were not to the subject to get through an underline The dashboard service workers get a pull request data, and load a monochrome display when used by typing on linux, we can be. This powder it possible you describe languages that extend definitions of other ones. These will apply to ensure that we commit partially causes a signal to search and browserify illegal import declaration, without system crash reporter that props are now. Mouse moves in our header of its own version of members, a directory being cut off, we commit and browserify illegal import declaration broken in. The browserify command log has been received and browserify illegal import declaration regression where preprocessor for import statements for always on par with tons of a copy of regexp pattern. Emitted when an authenticating proxy is asking for user credentials. Additionally it illegal activity that are browserify is turned on document and browserify illegal import declaration. English docs internalization implementation detail are important regression with query before signing is limiting its return a result in local cache, upgrade and import a format. Slides and login is uploaded id and browserify illegal import declaration, someone has been improved accessibility tools such as deprecated numeric property is a dedicated module. Emitted when the window gains focus. -
Analysing the Use of Outdated Javascript Libraries on the Web
Updated in September 2017: Require valid versions for library detection throughout the paper. The vulnerability analysis already did so and remains identical. Modifications in Tables I, III and IV; Figures 4 and 7; Sections III-B, IV-B, IV-C, IV-F and IV-H. Additionally, highlight Ember’s security practices in Section V. Thou Shalt Not Depend on Me: Analysing the Use of Outdated JavaScript Libraries on the Web Tobias Lauinger, Abdelberi Chaabane, Sajjad Arshad, William Robertson, Christo Wilson and Engin Kirda Northeastern University {toby, 3abdou, arshad, wkr, cbw, ek}@ccs.neu.edu Abstract—Web developers routinely rely on third-party Java- scripts or HTML into vulnerable websites via a crafted tag. As Script libraries such as jQuery to enhance the functionality of a result, it is of the utmost importance for websites to manage their sites. However, if not properly maintained, such dependen- library dependencies and, in particular, to update vulnerable cies can create attack vectors allowing a site to be compromised. libraries in a timely fashion. In this paper, we conduct the first comprehensive study of To date, security research has addressed a wide range of client-side JavaScript library usage and the resulting security client-side security issues in websites, including validation [30] implications across the Web. Using data from over 133 k websites, we show that 37 % of them include at least one library with a and XSS ([17], [36]), cross-site request forgery [4], and session known vulnerability; the time lag behind the newest release of fixation [34]. However, the use of vulnerable JavaScript libraries a library is measured in the order of years.