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The 12Th Top Chess Engine Championship
TCEC12: the 12th Top Chess Engine Championship Article Accepted Version Haworth, G. and Hernandez, N. (2019) TCEC12: the 12th Top Chess Engine Championship. ICGA Journal, 41 (1). pp. 24-30. ISSN 1389-6911 doi: https://doi.org/10.3233/ICG-190090 Available at http://centaur.reading.ac.uk/76985/ It is advisable to refer to the publisher’s version if you intend to cite from the work. See Guidance on citing . To link to this article DOI: http://dx.doi.org/10.3233/ICG-190090 Publisher: The International Computer Games Association All outputs in CentAUR are protected by Intellectual Property Rights law, including copyright law. Copyright and IPR is retained by the creators or other copyright holders. Terms and conditions for use of this material are defined in the End User Agreement . www.reading.ac.uk/centaur CentAUR Central Archive at the University of Reading Reading’s research outputs online TCEC12: the 12th Top Chess Engine Championship Guy Haworth and Nelson Hernandez1 Reading, UK and Maryland, USA After the successes of TCEC Season 11 (Haworth and Hernandez, 2018a; TCEC, 2018), the Top Chess Engine Championship moved straight on to Season 12, starting April 18th 2018 with the same divisional structure if somewhat evolved. Five divisions, each of eight engines, played two or more ‘DRR’ double round robin phases each, with promotions and relegations following. Classic tempi gradually lengthened and the Premier division’s top two engines played a 100-game match to determine the Grand Champion. The strategy for the selection of mandated openings was finessed from division to division. -
Game Changer
Matthew Sadler and Natasha Regan Game Changer AlphaZero’s Groundbreaking Chess Strategies and the Promise of AI New In Chess 2019 Contents Explanation of symbols 6 Foreword by Garry Kasparov �������������������������������������������������������������������������������� 7 Introduction by Demis Hassabis 11 Preface 16 Introduction ������������������������������������������������������������������������������������������������������������ 19 Part I AlphaZero’s history . 23 Chapter 1 A quick tour of computer chess competition 24 Chapter 2 ZeroZeroZero ������������������������������������������������������������������������������ 33 Chapter 3 Demis Hassabis, DeepMind and AI 54 Part II Inside the box . 67 Chapter 4 How AlphaZero thinks 68 Chapter 5 AlphaZero’s style – meeting in the middle 87 Part III Themes in AlphaZero’s play . 131 Chapter 6 Introduction to our selected AlphaZero themes 132 Chapter 7 Piece mobility: outposts 137 Chapter 8 Piece mobility: activity 168 Chapter 9 Attacking the king: the march of the rook’s pawn 208 Chapter 10 Attacking the king: colour complexes 235 Chapter 11 Attacking the king: sacrifices for time, space and damage 276 Chapter 12 Attacking the king: opposite-side castling 299 Chapter 13 Attacking the king: defence 321 Part IV AlphaZero’s -
Implementation of Calfem for Python
IMPLEMENTATION OF CALFEM FOR PYTHON ANDREAS OTTOSSON Structural Master’s Dissertation Mechanics Detta är en tom sida! Department of Construction Sciences Structural Mechanics ISRN LUTVDG/TVSM--10/5167--SE (1-47) ISSN 0281-6679 IMPLEMENTATION OF CALFEM FOR PYTHON Master’s Dissertation by ANDREAS OTTOSSON Supervisors: Jonas Lindemann, PhD, Div. of Structural Mechanics Examiner: Ola Dahlblom, Professor, Div. of Structural Mechanics Copyright © 2010 by Structural Mechanics, LTH, Sweden. Printed by Wallin & Dalholm Digital AB, Lund, Sweden, August, 2010 (Pl). For information, address: Division of Structural Mechanics, LTH, Lund University, Box 118, SE-221 00 Lund, Sweden. Homepage: http://www.byggmek.lth.se Detta är en tom sida! Preface The work presented in this masters’s thesis was carried out during the period June 2009 to August 2010 at the Division of Structural Mechanics at the Faculty of Engineering, Lund University, Sweden. I would like to thank the staff of the Department of Structural Mechanics, es- pecially my supervisor Jonas Lindemann, for help during this work. I would also like to thank my Jennie, and both our families, for their support throughout my education. Lund, August 2010 Andreas Ottosson i Contents 1 Introduction 1 1.1Background.............................. 1 1.2WhyCALFEMforPython?..................... 1 1.3 Objective ............................... 1 2MATLAB 3 2.1Background.............................. 3 2.2 Objects ................................ 3 3 Python and NumPy 5 3.1Python................................ 5 3.1.1 Background.......................... 5 3.1.2 Influences ........................... 5 3.1.3 Objects ............................ 6 3.2NumPy................................ 6 3.2.1 Objects ............................ 7 3.2.2 Commonmatrixoperations................. 8 4 Integrated Development Environments 11 4.1MATLAB............................... 11 4.2PythonIDLE............................. 12 4.3IPython............................... -
Python Programming
Python Programming Wikibooks.org June 22, 2012 On the 28th of April 2012 the contents of the English as well as German Wikibooks and Wikipedia projects were licensed under Creative Commons Attribution-ShareAlike 3.0 Unported license. An URI to this license is given in the list of figures on page 149. If this document is a derived work from the contents of one of these projects and the content was still licensed by the project under this license at the time of derivation this document has to be licensed under the same, a similar or a compatible license, as stated in section 4b of the license. The list of contributors is included in chapter Contributors on page 143. The licenses GPL, LGPL and GFDL are included in chapter Licenses on page 153, since this book and/or parts of it may or may not be licensed under one or more of these licenses, and thus require inclusion of these licenses. The licenses of the figures are given in the list of figures on page 149. This PDF was generated by the LATEX typesetting software. The LATEX source code is included as an attachment (source.7z.txt) in this PDF file. To extract the source from the PDF file, we recommend the use of http://www.pdflabs.com/tools/pdftk-the-pdf-toolkit/ utility or clicking the paper clip attachment symbol on the lower left of your PDF Viewer, selecting Save Attachment. After extracting it from the PDF file you have to rename it to source.7z. To uncompress the resulting archive we recommend the use of http://www.7-zip.org/. -
Run Python Program from Terminal
Run Python Program From Terminal Crunchiest and representationalism Alfonzo intertwines while slim Archy belly-flopped her redactions also and recapping pleasingly. Swampy Sivert somebreakaway: gracelessness he spreads jauntily. his Seoul Somerville and consecutively. Parliamentary and autecologic Carlyle infuriates her screwer borates while Jessey belie On the script from python test cases, for some experience, you can do you are Now you will connect with a great for the main file format instead of wine before we are distributed in python idle to our latest tutorials. This way you can interpret python programs that you might want to reverse a step in terminals as an excellent idea. In python program or run the id and. This program from websites and terminal window that are welcome our programs. At this topic, we go ahead and find the zip file in the map concept. This run it runs on terminal and code. For mac users and terminal commands using ssh for working with the python interactive mode by entering the run python program from terminal by system that i made. Python programming language is run your python available on the results in terminals as and. Passionate about some of terminal looks like python programming task! Spyder and functions and schedule scripts in web development environment where you. Hopefully you from our programs are running untrusted python programming? These other python running the run your path you can open a script will end, and scp or directly download. Path of files recursively on windows background application makes use for? Create programs from. Food notifier example of your file, we can also effective bu the utilities folder you see the full path to install both locally and how can put it accepts two orders or terminal program from python? Debugging mode by running. -
Metadefender Core V4.12.2
MetaDefender Core v4.12.2 © 2018 OPSWAT, Inc. All rights reserved. OPSWAT®, MetadefenderTM and the OPSWAT logo are trademarks of OPSWAT, Inc. All other trademarks, trade names, service marks, service names, and images mentioned and/or used herein belong to their respective owners. Table of Contents About This Guide 13 Key Features of Metadefender Core 14 1. Quick Start with Metadefender Core 15 1.1. Installation 15 Operating system invariant initial steps 15 Basic setup 16 1.1.1. Configuration wizard 16 1.2. License Activation 21 1.3. Scan Files with Metadefender Core 21 2. Installing or Upgrading Metadefender Core 22 2.1. Recommended System Requirements 22 System Requirements For Server 22 Browser Requirements for the Metadefender Core Management Console 24 2.2. Installing Metadefender 25 Installation 25 Installation notes 25 2.2.1. Installing Metadefender Core using command line 26 2.2.2. Installing Metadefender Core using the Install Wizard 27 2.3. Upgrading MetaDefender Core 27 Upgrading from MetaDefender Core 3.x 27 Upgrading from MetaDefender Core 4.x 28 2.4. Metadefender Core Licensing 28 2.4.1. Activating Metadefender Licenses 28 2.4.2. Checking Your Metadefender Core License 35 2.5. Performance and Load Estimation 36 What to know before reading the results: Some factors that affect performance 36 How test results are calculated 37 Test Reports 37 Performance Report - Multi-Scanning On Linux 37 Performance Report - Multi-Scanning On Windows 41 2.6. Special installation options 46 Use RAMDISK for the tempdirectory 46 3. Configuring Metadefender Core 50 3.1. Management Console 50 3.2. -
Php Editor Mac Freeware Download
Php editor mac freeware download Davor's PHP Editor (DPHPEdit) is a free PHP IDE (Integrated Development Environment) which allows Project Creation and Management, Editing with. Notepad++ is a free and open source code editor for Windows. It comes with syntax highlighting for many languages including PHP, JavaScript, HTML, and BBEdit costs $, you can also download a free trial version. PHP editor for Mac OS X, Windows, macOS, and Linux features such as the PHP code builder, the PHP code assistant, and the PHP function list tool. Browse, upload, download, rename, and delete files and directories and much more. PHP Editor free download. Get the latest version now. PHP Editor. CodeLite is an open source, free, cross platform IDE specialized in C, C++, PHP and ) programming languages which runs best on all major Platforms (OSX, Windows and Linux). You can Download CodeLite for the following OSs. Aptana Studio (Windows, Linux, Mac OS X) (FREE) Built-in macro language; Plugins can be downloaded and installed from within jEdit using . EditPlus is a text editor, HTML editor, PHP editor and Java editor for Windows. Download For Mac For macOS or later Release notes - Other platforms Atom is a text editor that's modern, approachable, yet hackable to the core—a tool. Komodo Edit is a simple, polyglot editor that provides the basic functionality you need for programming. unit testing, collaboration, or integration with build systems, download Komodo IDE and start your day trial. (x86), Mac OS X. Download your free trial of Zend Studio - the leading PHP Editor for Zend Studio - Mac OS bit fdbbdea, Download. -
Basic Guide: Using VIM Introduction: VI and VIM Are In-Terminal Text Editors That Come Standard with Pretty Much Every UNIX Op
Basic Guide: Using VIM Introduction: VI and VIM are in-terminal text editors that come standard with pretty much every UNIX operating system. Our Astro computers have both. These editors are an alternative to using Emacs for editing and writing programs in python. VIM is essentially an extended version of VI, with more features, so for the remainder of this discussion I will be simply referring to VIM. (But if you ever do research and need to ssh onto another campus’s servers and they only have VI, 99% of what you know will still apply). There are advantages and disadvantages to using VIM, just like with any text editors. The main disadvantage of VIM is that it has a very steep learning curve, because it is operated via many keyboard shortcuts with somewhat obscure names like dd, dw, d}, p, u, :q!, etc. In addition, although VIM will do syntax highlighting for Python (ie, color code things based on what type of thing they are), it doesn’t have much intuitive support for writing long, extensive, and complex codes (though if you got comfortable enough you could conceivably do it). On the other hand, the advantage of VIM is once you learn how to use it, it is one of the most efficient ways of editing text. (Because of all the shortcuts, and efficient ways of opening and closing). It is perfectly reasonable to use a dedicated program like emacs, sublime, canopy, etc., for creating your code, and learning VIM as a way to edit your code on the fly as you try to run it. -
BUG ET DEBUG DEBUG Des Scripts PHP Les Niveaux D’Erreur De PHP
BUG ET DEBUG DEBUG des scripts PHP Les niveaux d’erreur de PHP Pour debug, il faut commencer par la configuration dans php.ini : display_errors = On error_reporting = E_ALL Ce dernier peut aussi être défini dans le code : error_reporting(E_ALL ^ E_NOTICE); Ou pour SPIP, dans mes_options.php : define('SPIP_ERREUR_REPORT',E_ALL ^ E_NOTICE); define('SPIP_ERREUR_REPORT_INCLUDE_PLUGINS', E_ALL ^ E_NOTICE); La méthode débrouille On ajoute du code de test pour voir quel chemin suit le script <?php echo « il est passe par ici » ?> die(‘ici’); Voir la valeur d’une variable ou d’une expression var_dump($ma_variable); Voir la pile d’appel debug_print_backtrace(); C’est intrusif et long On modifie le code « pour voir » On relance le script, et on recommence jusqu’à réussir à voir la bonne variable, ou le bon chemin et comprendre le problème Et on laisse des var_dump dans le code … Améliorer les affichages Des affichages plus riches avec XDEBUG XDEBUG S’installe comme une extension de php Compilée en .dll sous windows ou .so sous *nix (la compilation sous Mac OS nécessite l’installation de Xcode) http://devzone.zend.com/article/2803 Guide d’install pour MAMP+Mac OS http:// www.netbeans.org/kb/docs/php/configure-php- environment-mac-os.html#installEnableXdebug XDEBUG http://www.xdebug.org/ Librairie libre sous licence dérivée de PHP Librairie qui facilite le debug Amélioration des affichages de debug Debug interactif Profilage Couverture de code Un joli var_dump Configurable via php.ini : Longueur maxi des chaines affichées -
PHP Beyond the Web Shell Scripts, Desktop Software, System Daemons and More
PHP Beyond the web Shell scripts, desktop software, system daemons and more Rob Aley This book is for sale at http://leanpub.com/php This version was published on 2013-11-25 This is a Leanpub book. Leanpub empowers authors and publishers with the Lean Publishing process. Lean Publishing is the act of publishing an in-progress ebook using lightweight tools and many iterations to get reader feedback, pivot until you have the right book and build traction once you do. ©2012 - 2013 Rob Aley Tweet This Book! Please help Rob Aley by spreading the word about this book on Twitter! The suggested hashtag for this book is #phpbeyondtheweb. Find out what other people are saying about the book by clicking on this link to search for this hashtag on Twitter: https://twitter.com/search?q=#phpbeyondtheweb Contents Welcome ............................................ i About the author ...................................... i Acknowledgements ..................................... ii 1 Introduction ........................................ 1 1.1 “Use PHP? We’re not building a website, you know!”. ............... 1 1.2 Are you new to PHP? ................................. 2 1.3 Reader prerequisites. Or, what this book isn’t .................... 3 1.4 An important note for Windows and Mac users ................... 3 1.5 About the sample code ................................ 4 1.6 External resources ................................... 4 1.7 Book formats/versions available, and access to updates ............... 5 1.8 English. The Real English. .............................. 5 2 Getting away from the Web - the basics ......................... 6 2.1 PHP without a web server .............................. 6 2.2 PHP versions - what’s yours? ............................. 7 2.3 A few good reasons NOT to do it in PHP ...................... 8 2.4 Thinking about security ............................... -
Appendix a the Ten Commandments for Websites
Appendix A The Ten Commandments for Websites Welcome to the appendixes! At this stage in your learning, you should have all the basic skills you require to build a high-quality website with insightful consideration given to aspects such as accessibility, search engine optimization, usability, and all the other concepts that web designers and developers think about on a daily basis. Hopefully with all the different elements covered in this book, you now have a solid understanding as to what goes into building a website (much more than code!). The main thing you should take from this book is that you don’t need to be an expert at everything but ensuring that you take the time to notice what’s out there and deciding what will best help your site are among the most important elements of the process. As you leave this book and go on to updating your website over time and perhaps learning new skills, always remember to be brave, take risks (through trial and error), and never feel that things are getting too hard. If you choose to learn skills that were only briefly mentioned in this book, like scripting, or to get involved in using content management systems and web software, go at a pace that you feel comfortable with. With that in mind, let’s go over the 10 most important messages I would personally recommend. After that, I’ll give you some useful resources like important websites for people learning to create for the Internet and handy software. Advice is something many professional designers and developers give out in spades after learning some harsh lessons from what their own bitter experiences. -
The TCEC20 Computer Chess Superfinal: a Perspective
The TCEC20 Computer Chess Superfinal: a Perspective GM Matthew Sadler1 London, UK 1 THE TCEC20 PREMIER DIVISION Just like last year, Season 20 DivP gathered a host of familiar faces and once again, one of those faces had a facelift! The venerable KOMODO engine had been given an NNUE beauty boost and there was a feeling that KOMODO DRAGON might prove a threat to LEELA’s and STOCKFISH’s customary tickets to the Superfinal. There was also an updated STOOFVLEES to enjoy while ETHEREAL came storming back to DivP after a convincing victory in League 1. ROFCHADE just pipped NNUE-powered IGEL on tie- break for the second DivP spot. In the end, KOMODO turned out to have indeed received a significant boost from NNUE, pipping ALLIESTEIN for third place. However, both LEELA and STOCKFISH seemed to have made another quantum leap forwards, dominating the field and ending joint first on 38/56, 5.5 points clear of KOMODO DRAGON! Both LEELA and STOCKFISH scored an astonishing 24 wins, with LEELA winning 24 of its 28 White games and STOCKFISH 22! Both winners lost 4 games, all as Black, with LEELA notably tripping up against bottom-marker ROFCHADE and STOCKFISH being beautifully squeezed by STOOFVLEES. The high winning percentage this time is explained by the new high-bias opening book designed for the Premier Division. I had slightly mixed feelings about it as LEELA and STOCKFISH winning virtually all their White games felt like going a bit too much the other way: you want them to have to work a bit harder for their Superfinal places! However, it was once again a very entertaining tournament with plenty of good games.