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Apprentissage De La Programmation Avec Ocaml
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Book Synopsis Apprentissage de la programmation avec OCaml by : Catherine Dubois
Download or read book Apprentissage de la programmation avec OCaml written by Catherine Dubois and published by Hermes Science Publications. This book was released on 2004-01-01 with total page 449 pages. Available in PDF, EPUB and Kindle. Book excerpt: Ouvrage destiné aux débutants en programmation et support pédagogique pour les programmeurs souhaitant aborder le style fonctionnel. Utilise le langage Objective Caml, OCalm dans la suite de la famille ML. En deux parties : les éléments de programmation (concepts de programmation, structures de données) et quelques développements complets (mises en oeuvre des concepts sur des exemples).
Book Synopsis Apprendre à programmer avec OCaml by : Jean-Christophe Filliâtre
Download or read book Apprendre à programmer avec OCaml written by Jean-Christophe Filliâtre and published by Editions Eyrolles. This book was released on 2014-10-09 with total page 443 pages. Available in PDF, EPUB and Kindle. Book excerpt: Un langage de programmation moderne La connaissance de l'algorithmique (dont le but est de choisir l'algorithme le plus élégant et le plus efficace en toute cir-constance) est ce qui distingue en premier lieu le programmeur avancé de celui qui débute. Cet ouvrage d'algorithmique fondamentale choisit le langage de programmation moderne OCaml, pris comme modèle par Microsoft pour concevoir F#, afin d'initier le lecteur à cet outil puissant alliant expressivité, performance et sûreté. OCaml est également l'un des fers de lance de l'institut de recherche public Inria depuis une vingtaine d'années. Un livre incontournable pour débuter avec OCaml C'est pourquoi cet ouvrage propose une véritable initiation à ce langage, à la fois aux débutants en programmation et aux programmeurs plus expérimentés qui ne le connaissent pas. À travers plus de 100 petits programmes et près de 200 exercices associés, le lecteur découvrira également les concepts fondamentaux de la programmation et du langage OCaml. À qui s'adresse ce livre ? Ce livre peut également servir de manuel d'initiation à la programmation OCaml pour les élèves des classes préparatoires aux grandes écoles qui ont choisi de se spécialiser en informatique - voies MPSI, MP ou MPx -, et les étudiants en informatique à l'université. En plus des passionnés d'algorithmique, il intéressera tous les développeurs avancés souhaitant se tourner vers un langage de programmation fonctionnel, tel que Scala, F#, Scheme, Lisp, etc.
Book Synopsis Concepts and Semantics of Programming Languages 2 by : Therese Hardin
Download or read book Concepts and Semantics of Programming Languages 2 written by Therese Hardin and published by John Wiley & Sons. This book was released on 2021-08-31 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book – composed of two volumes – explores the syntactical constructs of the most common programming languages, and sheds a mathematical light on their semantics, providing also an accurate presentation of the material aspects that interfere with coding. Concepts and Semantics of Programming Languages 2 presents an original semantic model, collectively taking into account all of the constructs and operations of modules and classes: visibility, import, export, delayed definitions, parameterization by types and values, extensions, etc. The model serves for the study of Ada and OCaml modules, as well as C header files. It can be deployed to model object and class features, and is thus used to describe Java, C++, OCaml and Python classes. This book is intended not only for computer science students and teachers but also seasoned programmers, who will find a guide to reading reference manuals and the foundations of program verification.
Book Synopsis Formal Methods Teaching by : Brijesh Dongol
Download or read book Formal Methods Teaching written by Brijesh Dongol and published by Springer Nature. This book was released on 2019-09-23 with total page 245 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Third International Workshop and Tutorial, FMTea 2019, Held as Part of the Third World Congress on Formal Methods, FM 2019, Porto, Portugal, October 2019. The 14 full papers presented together with 3 abstract papers were carefully reviewed and selected from 22 submissions. The papers are organized in topical sections named: Tutorial lectures; Teaching Program Verification; Teaching Program Development; and Effective Teaching Techniques.
Book Synopsis Algorithmes et programmation parallèles by : Gaétan Hains
Download or read book Algorithmes et programmation parallèles written by Gaétan Hains and published by . This book was released on 2018-05-15 with total page 168 pages. Available in PDF, EPUB and Kindle. Book excerpt: Ce livre vous apprendra à : Comprendre ce qu'est un algorithme parallèle ; Connaître et analyser les algorithmes parallèles théoriques qui sont à la base de toute l'informatique parallèle ; Comprendre le modèle plus concret des algorithmes isochrones ou BSP ; Analyser les algorithmes BSP pour leur consommation en processeurs, temps de calcul, synchronisation et communication ; Programmer des algorithmes BSP dans un style fonctionnel avec le langage OCaml et son extension BSML ; Trouver des références, publications et bibliothèques de programmation pour réaliser des applications extensibles en parallélisme et en performances. En plus du public type des étudiants et enseignants de formation initiale, ce livre pourra intéresser les étudiants en formation continue, professionnels de l'informatique et les chercheurs pour les raisons suivantes. Les étudiants en formation continue pourront par exemple étudier les algorithmes BSP pour leur structure sans trop approfondir l'analyse de complexité, mais en réalisant les exercices de conception d'algorithme puis en portant attention au chapitre sur la programmation parallèle. Les professionnels trouveront une présentation de toutes les notions nécessaires à la parallélisation d'un problème de calcul, et à la construction de programmes parallèles. Les analyses de complexité leur serviront pour estimer à l'avance les gains de performance possibles ou impossibles dans leur application. Les doctorants et chercheurs y trouveront une introduction rapide et complète aux bases du domaine, à compléter par des lectures plus avancées que nous donnons en référence. Les doctorants et chercheurs spécialistes pourront aussi utiliser ce livre comme référence aux algorithmes et à la programmation BSP, un des plus importants paradigmes du domaine. Enfin, les enseignants d'informatique trouveront ici en français la matière pour un cours de troisième ou quatrième année universitaire.
Book Synopsis Concepts and Semantics of Programming Languages 1 by : Therese Hardin
Download or read book Concepts and Semantics of Programming Languages 1 written by Therese Hardin and published by John Wiley & Sons. This book was released on 2021-04-27 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book – the first of two volumes – explores the syntactical constructs of the most common programming languages, and sheds a mathematical light on their semantics, while also providing an accurate presentation of the material aspects that interfere with coding. Concepts and Semantics of Programming Languages 1 is dedicated to functional and imperative features. Included is the formal study of the semantics of typing and execution; their acquisition is facilitated by implementation into OCaml and Python, as well as by worked examples. Data representation is considered in detail: endianness, pointers, memory management, union types and pattern-matching, etc., with examples in OCaml, C and C++. The second volume introduces a specific model for studying modular and object features and uses this model to present Ada and OCaml modules, and subsequently Java, C++, OCaml and Python classes and objects. This book is intended not only for computer science students and teachers but also seasoned programmers, who will find a guide to reading reference manuals and the foundations of program verification.
Book Synopsis Exercices de programmation fonctionnelle en OCaml by : Fabienne Carrier
Download or read book Exercices de programmation fonctionnelle en OCaml written by Fabienne Carrier and published by . This book was released on 2014 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: Ce livre d'exercices corrigés est destiné aussi bien aux étudiants de premier cycle en informatique qu'aux enseignants intéressés par la programmation fonctionnelle. L'ouvrage aborde notamment les notions de correction, de complexité et d'efficacité d'un algorithme fonctionnel, à travers les solutions détaillées d'une quarantaine d'exercices. Pour chacun de ces exercices, plusieurs solutions sont systématiquement proposées. Pour chaque solution, une analyse des temps de calcul et une preuve de correction sont entièrement rédigées. Les exercices traités sont classés en plusieurs catégories en fonction de la nature des données qu'ils manipulent : entiers, listes, arborescences. Cette distinction permet de mettre en avant un mode de programmation et de raisonnement guidé par la structure des données, si naturel en programmation fonctionnelle. Si les exercices proposés peuvent sembler simples et classiques au premier abord, ils ont été choisis pour permettre, par l'étude de leurs solutions, une découverte en profondeur de la programmation fonctionnelle, ce qui constitue l'originalité du livre.
Book Synopsis Programmation fonctionnelle, générique et objet by : Philippe Narbel
Download or read book Programmation fonctionnelle, générique et objet written by Philippe Narbel and published by . This book was released on 2005-11-21 with total page 572 pages. Available in PDF, EPUB and Kindle. Book excerpt: Aujourd'hui, les langages sont nombreux, et les styles de programmation qu'ils offrent se multiplient. Par exemple, les langages C ++, Eiffel, Java proposent des moyens de programmation objet et générique ; les langages Ada, Fortran, Cobol ont intégré des éléments de programmation objet ; les langages Python et JavaScript mêlent programmation fonctionnelle et objet ; les langages fondés sur le modèle fonctionnel comme Lisp, Scheme ou ML incluent la programmation impérative. Pourtant, les différents styles de programmation sont souvent méconnus. L'idée de cet ouvrage est donc de les introduire, de les illustrer, de les comparer, de les associer, et cela grâce à un langage de la famille des ML : OCaml. Ce langage offre en effet des moyens très complets de programmation fonctionnelle, impérative, générique, modulaire et objet, dans un cadre où le système de typage est d'une puissance inégalée. De nombreux exemples viennent illustrer, entre autres : les mécanismes et les concepts de base associés à la programmation fonctionnelle ; les techniques favorisées par la programmation fonctionnelle ; la comparaison entre la programmation fonctionnelle et impérative ; la programmation modulaire typée et sa généralisation, la programmation modulaire générique (mise en œuvre par des " fonctions de modules ") ; un florilège de techniques de programmation générique ; les notions de base de la programmation objet dans un cadre strictement typé ; les combinaisons possibles entre programmation fonctionnelle, générique et objet.
Download or read book Real World OCaml written by Yaron Minsky and published by "O'Reilly Media, Inc.". This book was released on 2013-11-04 with total page 618 pages. Available in PDF, EPUB and Kindle. Book excerpt: This fast-moving tutorial introduces you to OCaml, an industrial-strength programming language designed for expressiveness, safety, and speed. Through the book’s many examples, you’ll quickly learn how OCaml stands out as a tool for writing fast, succinct, and readable systems code. Real World OCaml takes you through the concepts of the language at a brisk pace, and then helps you explore the tools and techniques that make OCaml an effective and practical tool. In the book’s third section, you’ll delve deep into the details of the compiler toolchain and OCaml’s simple and efficient runtime system. Learn the foundations of the language, such as higher-order functions, algebraic data types, and modules Explore advanced features such as functors, first-class modules, and objects Leverage Core, a comprehensive general-purpose standard library for OCaml Design effective and reusable libraries, making the most of OCaml’s approach to abstraction and modularity Tackle practical programming problems from command-line parsing to asynchronous network programming Examine profiling and interactive debugging techniques with tools such as GNU gdb
Book Synopsis OCaml from the Very Beginning by : John Whitington
Download or read book OCaml from the Very Beginning written by John Whitington and published by Coherent Press. This book was released on 2013 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt: In OCaml from the Very Beginning John Whitington takes a no-prerequisites approach to teaching a modern general-purpose programming language. Each small, self-contained chapter introduces a new topic, building until the reader can write quite substantial programs. There are plenty of questions and, crucially, worked answers and hints. OCaml from the Very Beginning will appeal both to new programmers, and experienced programmers eager to explore functional languages such as OCaml. It is suitable both for formal use within an undergraduate or graduate curriculum, and for the interested amateur.
Book Synopsis Lisp in Small Pieces by : Christian Queinnec
Download or read book Lisp in Small Pieces written by Christian Queinnec and published by Cambridge University Press. This book was released on 2003-12-04 with total page 540 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a comprehensive account of the semantics and the implementation of the whole Lisp family of languages, namely Lisp, Scheme and related dialects. It describes 11 interpreters and 2 compilers, including very recent techniques of interpretation and compilation. The book is in two parts. The first starts from a simple evaluation function and enriches it with multiple name spaces, continuations and side-effects with commented variants, while at the same time the language used to define these features is reduced to a simple lambda-calculus. Denotational semantics is then naturally introduced. The second part focuses more on implementation techniques and discusses precompilation for fast interpretation: threaded code or bytecode; compilation towards C. Some extensions are also described such as dynamic evaluation, reflection, macros and objects. This will become the new standard reference for people wanting to know more about the Lisp family of languages: how they work, how they are implemented, what their variants are and why such variants exist. The full code is supplied (and also available over the Net). A large bibliography is given as well as a considerable number of exercises. Thus it may also be used by students to accompany second courses on Lisp or Scheme.
Book Synopsis Deductive Software Verification – The KeY Book by : Wolfgang Ahrendt
Download or read book Deductive Software Verification – The KeY Book written by Wolfgang Ahrendt and published by Springer. This book was released on 2016-12-19 with total page 714 pages. Available in PDF, EPUB and Kindle. Book excerpt: Static analysis of software with deductive methods is a highly dynamic field of research on the verge of becoming a mainstream technology in software engineering. It consists of a large portfolio of - mostly fully automated - analyses: formal verification, test generation, security analysis, visualization, and debugging. All of them are realized in the state-of-art deductive verification framework KeY. This book is the definitive guide to KeY that lets you explore the full potential of deductive software verification in practice. It contains the complete theory behind KeY for active researchers who want to understand it in depth or use it in their own work. But the book also features fully self-contained chapters on the Java Modeling Language and on Using KeY that require nothing else than familiarity with Java. All other chapters are accessible for graduate students (M.Sc. level and beyond). The KeY framework is free and open software, downloadable from the book companion website which contains also all code examples mentioned in this book.
Download or read book Metric Learning written by Aurélien Muise and published by Springer Nature. This book was released on 2022-05-31 with total page 139 pages. Available in PDF, EPUB and Kindle. Book excerpt: Similarity between objects plays an important role in both human cognitive processes and artificial systems for recognition and categorization. How to appropriately measure such similarities for a given task is crucial to the performance of many machine learning, pattern recognition and data mining methods. This book is devoted to metric learning, a set of techniques to automatically learn similarity and distance functions from data that has attracted a lot of interest in machine learning and related fields in the past ten years. In this book, we provide a thorough review of the metric learning literature that covers algorithms, theory and applications for both numerical and structured data. We first introduce relevant definitions and classic metric functions, as well as examples of their use in machine learning and data mining. We then review a wide range of metric learning algorithms, starting with the simple setting of linear distance and similarity learning. We show how one may scale-up these methods to very large amounts of training data. To go beyond the linear case, we discuss methods that learn nonlinear metrics or multiple linear metrics throughout the feature space, and review methods for more complex settings such as multi-task and semi-supervised learning. Although most of the existing work has focused on numerical data, we cover the literature on metric learning for structured data like strings, trees, graphs and time series. In the more technical part of the book, we present some recent statistical frameworks for analyzing the generalization performance in metric learning and derive results for some of the algorithms presented earlier. Finally, we illustrate the relevance of metric learning in real-world problems through a series of successful applications to computer vision, bioinformatics and information retrieval. Table of Contents: Introduction / Metrics / Properties of Metric Learning Algorithms / Linear Metric Learning / Nonlinear and Local Metric Learning / Metric Learning for Special Settings / Metric Learning for Structured Data / Generalization Guarantees for Metric Learning / Applications / Conclusion / Bibliography / Authors' Biographies
Book Synopsis Advances in Domain Adaptation Theory by : Ievgen Redko
Download or read book Advances in Domain Adaptation Theory written by Ievgen Redko and published by Elsevier. This book was released on 2019-08-23 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in Domain Adaptation Theory gives current, state-of-the-art results on transfer learning, with a particular focus placed on domain adaptation from a theoretical point-of-view. The book begins with a brief overview of the most popular concepts used to provide generalization guarantees, including sections on Vapnik-Chervonenkis (VC), Rademacher, PAC-Bayesian, Robustness and Stability based bounds. In addition, the book explains domain adaptation problem and describes the four major families of theoretical results that exist in the literature, including the Divergence based bounds. Next, PAC-Bayesian bounds are discussed, including the original PAC-Bayesian bounds for domain adaptation and their updated version. Additional sections present generalization guarantees based on the robustness and stability properties of the learning algorithm. - Gives an overview of current results on transfer learning - Focuses on the adaptation of the field from a theoretical point-of-view - Describes four major families of theoretical results in the literature - Summarizes existing results on adaptation in the field - Provides tips for future research
Download or read book On Lisp written by Paul Graham and published by . This book was released on 1994 with total page 440 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written by a Lisp expert, this is the most comprehensive tutorial on the advanced features of Lisp for experienced programmers. It shows how to program in the bottom-up style that is ideal for Lisp programming, and includes a unique, practical collection of Lisp programming techniques that shows how to take advantage of the language's design for efficient programming in a wide variety of applications.
Download or read book More OCaml written by John Whitington and published by Coherent Press. This book was released on 2014-09-01 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: In More OCaml John Whitington takes a meandering tour of functional programming with OCaml, introducing various language features and describing some classic algorithms. The book ends with a large worked example dealing with the production of PDF files. There are questions for each chapter together with worked answers and hints. More OCaml will appeal both to existing OCaml programmers who wish to brush up their skills, and to experienced programmers eager to explore functional languages such as OCaml. It is hoped that each reader will find something new, or see an old thing in a new light. For the more casual reader, or those who are used to a different functional language, a summary of basic OCaml is provided at the front of the book.
Book Synopsis Scala in Action by : Nilanjan Raychaudhuri
Download or read book Scala in Action written by Nilanjan Raychaudhuri and published by Simon and Schuster. This book was released on 2013-04-08 with total page 594 pages. Available in PDF, EPUB and Kindle. Book excerpt: Summary Scala in Action is a comprehensive tutorial that introduces Scala through clear explanations and numerous hands-on examples. Because Scala is a rich and deep language, it can be daunting to absorb all the new concepts at once. This book takes a "how-to" approach, explaining language concepts as you explore familiar programming challenges that you face in your day-to-day work. About the Technology Scala runs on the JVM and combines object-orientation with functional programming. It's designed to produce succinct, type-safe code, which is crucial for enterprise applications. Scala implements Actor-based concurrency through the amazing Akka framework, so you can avoid Java's messy threading while interacting seamlessly with Java. About this Book Scala in Action is a comprehensive tutorial that introduces the language through clear explanations and numerous hands-on examples. It takes a "how to" approach, explaining language concepts as you explore familiar programming tasks. You'll tackle concurrent programming in Akka, learn to work with Scala and Spring, and learn how to build DSLs and other productivity tools. You'll learn both the language and how to use it. Experience with Java is helpful but not required. Ruby and Python programmers will also find this book accessible. What's Inside A Scala tutorial How to use Java and Scala open source libraries How to use SBT Test-driven development Debugging Updated for Scala 2.10 Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Author Nilanjan Raychaudhuri is a skilled developer, speaker, and an avid polyglot programmer who works with Scala on production systems. Table of Contents PART 1 SCALA: THE BASICS Why Scala? Getting started OOP in Scala Having fun with functional data structures Functional programming PART 2 WORKING WITH SCALA Building web applications in functional style Connecting to a database Building scalable and extensible components Concurrency programming in Scala Building confidence with testing PART 3 ADVANCED STEPS Interoperability between Scala and Java Scalable and distributed applications using Akka
