Books [Liang Wang, Jianxin Zhao] Architecture of Advanced Numerical Analysis Systems: Designing a Scientific Computing System using OCaml
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ОПИСАНИЕ:
This unique open access book applies the functional OCaml programming language to numerical or computational weighted data science, engineering, and scientific applications. This book is based on the authors' first-hand experience building and maintaining Owl, an OCaml-based numerical computing library.
You'll first learn the various components in a modern numerical computation library. Then, you will learn how these components are designed and built up and how to optimize their performance. After reading and using this book, you'll have the knowledge required to design and build real-world complex systems that effectively leverage the...
Books [Yaron Minsky, Anil Madhavapeddy, Jason Hickey] Real World OCaml: Functional Programming for the Masses
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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...
Books [John Whitington] OCaml from the Very Beginning
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ОПИСАНИЕ:
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.
Chapters:
- Getting Ready...
Books [cs3110] OCaml Programming
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A textbook on functional programming and data structures in OCaml, with an emphasis on semantics and software engineering. This book is the textbook for CS 3110 Data Structures and Functional Programming at Cornell University. A past title of this book was “Functional Programming in OCaml”.
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Books [Allen Downey, Nicholas Monje] Think OCaml: How to Think Like a Computer Scientist
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This book is an introductory programming textbook based on the OCaml language. It is intended for newcomers to programming and also those who know some programming but want to learn programming in the function-oriented paradigm, or those who simply want to learn OCaml.
OCaml is a powerful high-level programming language with a large emphasis on speed and efficiency. You can find out more about the language by visiting The Caml language: Home
This text leverages the power of the language to teach the reader important concepts in computer science and software design, with an emphasis in experimentation and self-directed learning...
Books [Xavier Leroy, Didier Remy] Unix System Programming in OCaml
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This book is an introductory course on Unix system programming, with an emphasis on communications between processes. The main novelty of this work is the use of the OCaml language, a dialect of the ML language, instead of the C language that is customary in systems programming. This gives an unusual perspective on systems programming and on the ML language.
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Books [Jason Hickey] Introduction to Objective Caml Programming Language
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ОПИСАНИЕ:
Objective Caml (OCaml) is a popular, expressive, high-performance dialect of ML developed by a research team at INRIA in France. This book presents a practical introduction and guide to the language, with topics ranging from how to write a program to the concepts and conventions that affect how affect how programs are developed in OCaml.
This book is intended for programmers, undergraduate and beginning graduate students with some experience programming in a procedural programming language like C or Java, or in some other functional programming language. Some knowledge of basic data structures like lists, stacks, and trees is assumed...
Books [Emmanuel Chailloux, Pascal Manoury, Bruno Pagano] Developing Applications with Objective Caml
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ОПИСАНИЕ:
Objective Caml is an object-oriented language based on the functional programming language ML. It combines the benefits of ML's style of functional programming with those of classes, objects, and inheritance. Also known as OCaml.
This book is a multi-dimensional presentation of the OCaml language that combines an informal and intuitive approach to the language with a rigorous definition and a formal semantics of a large subset of the language, including ML. All along this presentation, it explains the underlying design principles, highlight the numerous interactions between various facets of the language, and emphasize the close...
Books [Didier Rémy] Using, Understanding, and Unraveling The OCaml Language
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ОПИСАНИЕ:
Objective Caml is an object-oriented language based on the functional programming language ML. It combines the benefits of ML's style of functional programming with those of classes, objects, and inheritance. Also known as OCaml.
This book is a multi-dimensional presentation of the OCaml language that combines an informal and intuitive approach to the language with a rigorous definition and a formal semantics of a large subset of the language, including ML. All along this presentation, it explains the underlying design principles, highlight the numerous interactions between various facets of the language, and emphasize the close...
Books [Neil Smyth] Objective-C 2.0 Essentials, Third Edition
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Now updated for the new "Modern Objective-C" features introduced. The goal of this book is to teach the skills necessary to program in Objective-C using a style that is easy to follow, rich in examples and accessible to those who have never used Objective-C before. Topics covered include the fundamentals of Objective-C such as variables, looping and flow control. Also included are details of object oriented programming, working with files and memory and the Objective-C Foundation framework.
Regardless of whether you are developing for Mac OS X or the iPhone, or just want to learn Objective-C, this book covers everything you need to...
Books [Feifan Zhou] Learn Objective-C in 24 Days
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Books [Ryan Hodson] Objective-C Succinctly
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ОПИСАНИЕ:
Objective-C Succinctly is the only book you need for getting started with Objective-C - the primary language beneath all Mac, iPad, and iPhone apps. Written by Ryan Hodson, the author behind our popular Knockout.js Succinctly and PDF Succinctly titles, this e-book guides you from downloading Xcode, the Apple's Objective-C IDE, to utilizing advanced features like blocks (similar to C#'s lambdas) and protocols. Along the way, you'll learn how the familiar aspects of object-oriented programming, such as interfaces, classes, methods, etc., are used in Objective-C, giving you the ability to leverage your existing knowledge with the tools...
Books [Chris Ching] Xcode Tutorial For Beginners
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ОПИСАНИЕ:
This book is for anyone wanting to know more about creating software using Xcode, a programming tool used to develop applications for iOS, macOS, watchOS, and tvOS. You will get easy to understand, step-by-step guidance on how to program in Xcode, as well as practical tips and advice to help you succeed in writing your own apps.
You'll go beyond the basics and dive into such in-depth topics as installing the latest version of Xcode tools, customizing the look and behavior of Xcode, creating and managing projects, using the built-in class browser to model complex applications and structures, and more.
- What Xcode Is - and how to...
Books [Bert Altenburg, Alex Clarke, Philippe Mougin] Become an Xcoder: Start Programming the Mac Using Objective-C
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ОПИСАНИЕ:
This book is written for non-programmers, and is aimed at levelling the learning curve as much as possible. In the best tradition, Become An Xcoder is released as a free booklet in pdf format under a Creative Commons License.
You'll go beyond the basics and dive into such in-depth topics as installing the latest version of Xcode tools, customizing the look and behavior of Xcode, creating and managing projects, using the built-in class browser to model complex applications and structures, and more.
- Offers you a solid foundation for getting the most out of Apple's Xcode tools, a collection of applications and frameworks used to...
Books [Todd Young, Martin J. Mohlenkamp] Introduction to Numerical Methods and Matlab Programming for Engineers
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Books [Alfio Quarteroni, Fausto Saleri, Paola Gervasio] Scientific Computing with MATLAB and Octave
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ОПИСАНИЕ:
This textbook is an introduction to Scientific Computing, in which several numerical methods for the computer-based solution of certain classes of mathematical problems are illustrated. The authors show how to compute the zeros, the extrema, and the integrals of continuous functions, solve linear systems, approximate functions using polynomials and construct accurate approximations for the solution of ordinary and partial differential equations. To make the format concrete and appealing, the programming environments Matlab and Octave are adopted as faithful companions. The book contains the solutions to several problems posed in...
Books [Paul Gribble] Scientific Computing with MATLAB
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The goal of this book is to provide you with skills in scientific computing: tools and techniques that you can use in your own scientific research. We will focus on learning to think about experiments and data in a computational framework, and we will learn to implement specific algorithms using a high-level programming language (MATLAB).
Learning how to program will significantly enhance your ability to conduct scientific research today and in the future. Programming skills will provide you with the ability to go beyond what is available in pre-packaged analysis tools, and code your own custom data processing, analysis and...
Books [Serhat Beyenir] A Brief Introduction to Engineering Computation with MATLAB
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This book is specifically designed for students with no programming experience. However, students are expected to be proficient in first year mathematics and sciences and access to good reference books are highly recommended. Students are assumed to have a working knowledge of the Mac OS X or Microsoft Windows operating systems.
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Books [Adam L. Lambert, PhD] Zero to MATLAB
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ОПИСАНИЕ:
The MATLAB programming language is commonly used in engineering and scientific computation. I wrote this book to give first year students a basic introduction to MATLAB syntax and algorithmic thinking. This is by no means a comprehensive resource. It is meant to get students started and allow them to transition to more complex material.
The book is structured as a tutorial rather than a reference. The MATLAB documentation is extensive and so my focus will be to outline basic algorithmic thinking and MATLAB syntax with explicit examples. I encourage students to work through the chapters in order as each new concept builds on previous...
Books [Stanley Mneney] An Introduction to Digital Signal Processing: A Focus on Implementation
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ОПИСАНИЕ:
An Introduction to Digital Signal Processing aims at undergraduate students who have basic knowledge in C programming, Circuit Theory, Systems and Simulations, and Spectral Analysis. The book is focused on basic concepts of digital signal processing, MATLAB simulation and implementation on selected DSP hardware in which the candidate is introduced to the basic concepts first before embarking to the practical part which comes in the later chapters. Initially Digital Signal Processing evolved as a postgraduate course which slowly filtered into the undergraduate curriculum as a simplified version of the latter. The goal was to study DSP...
Books [Cleve B. Moler] Numerical Computing with MATLAB, Electronic (Web) Edition
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ОПИСАНИЕ:
Numerical Computing with MATLAB is a lively textbook for an introductory course in numerical methods, MATLAB, and technical computing. The emphasis is on the informed use of mathematical software; in particular, the presentation helps readers learn enough about the mathematical functions in MATLAB to use them correctly, appreciate their limitations, and modify them appropriately.
- The book makes extensive use of computer graphics, including interactive graphical expositions of numerical algorithms. It provides more than 70 M-files, which can be downloaded from the Web. Many of the more than 200 exercises involve modifying and...
Books [Cleve B. Moler] Experiments with MATLAB
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ОПИСАНИЕ:
This is a lively textbook for an introductory course in numerical methods, MATLAB, and technical computing, which emphasises the informed use of mathematical software. Numerical Computing with MATLAB helps readers learn about the mathematical functions in MATLAB, how to appreciate their limitations, and how to use and modify them appropriately. The book makes extensive use of computer graphics, and provides more than 70 M-files, which can be downloaded from the text Web site www.mathworks.com/moler. Many of the numerous exercises involve modifying and extending these programs. The theory can be adapted to apply to modern problems...
Books [Todd Young, Martin J. Mohlenkamp] Introduction to Numerical Methods and MATLAB Programming for Engineers
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The main goals of these lectures are to introduce concepts of numerical methods and introduce Matlab in an Engineering framework. By this we do not mean that every problem is a “real life” engineering application, but more that the engineering way of thinking is emphasized throughout the discussion.
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Books [Ramaswamy Palaniappan] Biological Signal Analysis with MATLAB
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This textbook will provide the reader with an understanding of biological signals and digital signal analysis techniques such as conditioning, filtering, feature extraction, classification and statistical validation for solving practical biological signal analysis problems using MATLAB.
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Books [Howard Demuth, Mark Beale] Neural Network Toolbox for MATLAB
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ОПИСАНИЕ:
Neural networks are composed of simple elements operating in parallel. These elements are inspired by biological nervous systems. As in nature, the network function is determined largely by the connections between elements.
We can train a neural network to perform a particular function by adjusting the values of the connections (weights) between elements.
Neural Network Toolbox provides algorithms, functions, and apps to create, train, visualize, and simulate neural networks. You can perform classification, regression, clustering, dimensionality reduction, time-series forecasting, and dynamic system modeling and control.
The toolbox...
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