Название: MATLAB Image Acquisition Toolbox User’s Guide (R2023b)
Автор: MathWorks
Издательство: The MathWorks, Inc.
Год: September 2023
Страниц: 666
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Acquire images and video from industry-standard hardware. Image Acquisition Toolbox provides functions and blocks for connecting cameras to MATLAB and Simulink. It includes a MATLAB app that lets you interactively detect and configure hardware properties. You can then generate equivalent MATLAB code to automate your acquisition in future sessions. The toolbox enables acquisition modes such as processing in-the-loop, hardware triggering, background acquisition, and synchronizing acquisition across multiple devices. Image Acquisition Toolbox supports all major standards and hardware vendors, including USB3 Vision, GigE Vision, and GenICam GenTL. You can connect to machine vision cameras and frame grabbers, as well as high-end scientific and industrial devices.

Название: MATLAB Statistics and Machine Learning Toolbox User’s Guide (R2023b)
Автор: MathWorks
Издательство: The MathWorks, Inc.
Год: September 2023
Страниц: 1176
Язык: английский
Формат: pdf (true)
Размер: 53.4 MB

Analyze and model data using statistics and Machine Learning. Statistics and Machine Learning Toolbox provides functions and apps to describe, analyze, and model data. You can use descriptive statistics, visualizations, and clustering for exploratory data analysis, fit probability distributions to data, generate random numbers for Monte Carlo simulations, and perform hypothesis tests. Regression and classification algorithms let you draw inferences from data and build predictive models either interactively, using the Classification and Regression Learner apps, or programmatically, using AutoML. For multidimensional data analysis and feature extraction, the toolbox provides principal component analysis (PCA), regularization, dimensionality reduction, and feature selection methods that let you identify variables with the best predictive power. The toolbox provides supervised, semi-supervised and unsupervised machine learning algorithms, including support vector machines (SVMs), boosted decision trees, k-means, and other clustering methods. You can apply interpretability techniques such as partial dependence plots and LIME, and automatically generate C/C++ code for embedded deployment. Many toolbox algorithms can be used on data sets that are too big to be stored in memory. MATLAB Coder generates readable and portable C and C++ code from Statistics and Machine Learning Toolbox functions that support code generation. You can integrate the generated code into your projects as source code, static libraries, or dynamic libraries.

Название: MATLAB Control System Toolbox User's Guide (R2023b)
Автор: MathWorks
Издательство: The MathWorks, Inc.
Год: September 2023
Страниц: 1906
Язык: английский
Формат: pdf (true)
Размер: 26.4 MB

In Control System Toolbox, System Identification ToolboxTM, and Robust Control ToolboxTM software, you represent linear systems as model objects. In System Identification Toolbox, you also represent nonlinear models as model objects. Model objects are specialized data containers that encapsulate model data and other attributes in a structured way. Model objects allow you to manipulate linear systems as single entities rather than keeping track of multiple data vectors, matrices, or cell arrays. Model objects can represent single-input, single-output (SISO) systems or multiple-input, multiple-output (MIMO) systems. You can represent both continuous- and discrete-time linear systems.

Название: MATLAB Medical Imaging Toolbox User's Guide (R2023b)
Автор: MathWorks
Издательство: The MathWorks, Inc.
Год: September 2023
Страниц: 282
Язык: английский
Формат: pdf (true)
Размер: 12.3 MB

Visualize, register, segment, and label 2D and 3D medical images. Medical Imaging Toolbox provides apps, functions, and workflows for designing and testing diagnostic imaging applications. You can perform 3D rendering and visualization, multimodal registration, and segmentation and labeling of radiology images. The toolbox also lets you train predefined Deep Learning networks (with Deep Learning Toolbox). You can import, preprocess, and analyze radiology images from various imaging modalities, including projected X-ray imaging, computed tomography (CT), magnetic resonance imaging (MRI), ultrasound (US), and nuclear medicine (PET, SPECT). The Medical Image Labeler app lets you semi-automate 2D and 3D labeling for use in AI workflows. You can perform multimodal registration of medical images, including 2D images, 3D surfaces, and 3D volumes. The toolbox provides an integrated environment for end-to-end computer-aided diagnosis and medical image analysis.

Название: The Ansible Workshop : Hands-On Learning For Rapid Mastery
Автор: Aymen El Amri
Издательство: Leanpub
Год: 2023-12-21
Страниц: 252
Язык: английский
Формат: pdf (true), azw3, mobi, epub
Размер: 10.1 MB

A wealth of knowledge that has been painstakingly assembled to help you on your journey with Ansible. In "The Ansible Workshop," you will deep dive into the world of Ansible, the amazing automation tool that converts complex IT tasks into a set of easy, simple-to-repeat steps. This guide is your roadmap to mastering Ansible, whether you are a novice just starting to use Ansible or an intermediate user who has already used Ansible and is looking for additional information and tricks to enhance your skills. To start with, we will unwrap the essence of Ansible. You will explore what Ansible is, its declarative vs imperative automation approach, and dive into its architecture that exposes Ansible's inner workings. This is basically building the foundation for everything shown henceforth. At its core, Ansible is configuration management and application deployment. You will learn how to use ad-hoc commands and playbooks to automate server configurations and application deployment. We will cover creating simple playbooks and developing advanced ones, giving you the tools required to manage multiple scenarios and orchestrate complex tasks. In a containerized world that we live in today, integrating Ansible with Docker and Kubernetes is invaluable. You will learn how to build, tag, and push Docker images, as well as manage Docker containers, networks, and volumes, and even orchestrate Docker using Ansible. For the fans of Kubernetes out there, we dive into deploying and managing Kubernetes clusters using Ansible and Kubespray, then we explore how to deploy your workloads to Kubernetes using Ansible.

Название: Android Studio Hedgehog Essentials - Java Edition: Developing Android Apps Using Android Studio 2023.1.1 and Java
Автор: Neil Smyth
Издательство: Payload Media
Год: 2023
Страниц: 1198
Язык: английский
Формат: epub (true)
Размер: 58.9 MB

Fully updated for Android Studio Hedgehog (2023.1.1) and the new UI, this book teaches you how to develop Android-based applications using the Java programming language. This book begins with the basics and outlines how to set up an Android development and testing environment, followed by an overview of areas such as tool windows, the code editor, and the Layout Editor tool. An introduction to the architecture of Android is followed by an in-depth look at the design of Android applications and user interfaces using the Android Studio environment. Chapters also cover the Android Architecture Components, including view models, lifecycle management, Room database access, the Database Inspector, app navigation, live data, and data binding. More advanced topics such as intents are also covered, as are touch screen handling, gesture recognition, and the recording and playback of audio. This book edition also covers printing, transitions, and foldable device support. Assuming you already have some Java programming experience, are ready to download Android Studio and the Android SDK, have access to a Windows, Mac, or Linux system, and have ideas for some apps to develop, you are ready to get started.

Название: R fo Financial Analysis: A Comprehensive Guide
Автор: Hayden Van Der Post
Издательство: Reactive Publishing
Год: 2023
Страниц: 284
Язык: русский
Формат: pdf
Размер: 42.6 MB

Unlock the powerful analytical capabilities of R to elevate your financial analysis to the next level with "Financial Analysis with R" - the essential guide for anyone looking to harness the precision and efficiency of coding in their financial endeavors. Whether you're a newcomer hoping to get a grasp on the basics or an advanced user seeking to refine your skills, this book will guide you through a journey from introductory concepts to high-level analytics using practical R code examples every step of the way. Master the art of financial analysis using R, the open-source programming language that has revolutionized data analysis across numerous industries. "Financial Analysis with R" provides a comprehensive, step-by-step guide to utilizing this versatile language to analyze financial data, forecast trends, and gain a competitive edge in the financial market. Begin your journey with fundamental R syntax and basic financial concepts before delving into more complex statistical techniques and quantitative models. Through a blend of expert instruction and hands-on exercises, learn how to manage and process financial datasets, create visually compelling graphs, and construct predictive models to anticipate market movements. As the chapters progress, witness the evolution of your skills from performing simple descriptive statistics to conducting intricate time-series analysis and portfolio optimization. Embrace the power of R for tasks such as risk assessment, asset pricing, and algorithmic trading, with clear, annotated coding examples demonstrating each concept in action.

Название: The C++ Programming Lenguage
Автор: Marcus Steven
Издательство: Independently published
Год: 2023
Страниц: 3183
Язык: английский
Формат: epub (true)
Размер: 18.0 MB

Embark on a journey of programming mastery with "Mastering C++," a definitive guide to The C++ Programming Language. Whether you're a seasoned developer or a beginner eager to delve into the world of coding, this book is your passport to unlocking the full potential of C++. Dive into the syntax and intricacies of C++, exploring its object-oriented paradigm, powerful features, and versatile applications. From the fundamentals of variables and functions to advanced topics like inheritance, polymorphism, and templates, each chapter is crafted to provide a thorough understanding of the language's core concepts. Discover the elegance of C++ through practical examples and real-world applications. Learn the art of memory management, pointers, and references, and master the intricacies of file handling and exception handling. Explore the capabilities of the Standard Template Library (STL) and harness the efficiency of C++ in building robust and scalable software solutions. "Mastering C++" doesn't just stop at the basics. It navigates through the evolution of C++, covering features introduced in C++11, C++14, C++17, and C++20, ensuring that you're equipped with the latest tools and techniques for modern development. Delve into the world of multithreading, smart pointers, and cross-platform development, gaining insights that elevate your programming skills.

Название: Computability and Complexity
Автор: Hubie Chen
Издательство: The MIT Press
Год: 2023
Страниц: 416
Язык: английский
Формат: epub (true)
Размер: 12.6 MB

A clear, comprehensive, and rigorous introduction to the theory of computation. What is computable? What leads to efficiency in computation? Computability and Complexity offers a clear, comprehensive, and rigorous introduction to the mathematical study of the capabilities and limitations of computation. Hubie Chen covers the core notions, techniques, methods, and questions of the theory of computation before turning to several advanced topics. Emphasizing intuitive learning and conceptual discussion, this textbook’s accessible approach offers a robust foundation for understanding both the reach and restrictions of algorithms and computers. This book is targeted to multiple audiences: First, this book aspires to be useable in a Computer Science curriculum at the upper undergraduate level, and above. In particular, it was designed to be accessible to computer science undergraduates having a basic mathematical maturity—namely, comfort working with mathematical notation, definitions, and proofs. This book’s presentation assumes familiarity with basic set-theoretic notions (such as those of set, subset, power set, intersection, and union), functions, and propositional logic. On the part of the reader, some acquaintance with graph theory and with computer programming would be helpful, but is not strictly required.

Название: The Complete C++ & Python Coding Manual - 4th Edition 2023
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2023
Страниц: 148
Формат: True PDF
Язык: английский
Размер: 62,5 MB

Раскройте мощь Python и C++. Базовые знания о программировании могут открыть множество различных дверей для новичков. Вы сможете лучше понять, как аппаратное и программное обеспечение работают вместе, как функционирует ваш компьютер или устройство и как невероятные открытые игровые среды преобразуют из единиц и нулей в то, что отображается на вашем мониторе или телевизоре. Технологии повсюду, и все они связаны между собой посредством программирования. Ваш телевизор, микроволновая печь, автомобильные развлечения и сам Интернет - все они зависят от хорошего программирования, чтобы заставить их работать так, как вы хотите. На этих страницах вы найдете строительные блоки, которые помогут вам сделать первые шаги в мир программирования. Мы взяли два самых мощных и универсальных языка программирования, Python и C++, и разбили знания о них на небольшие статьи и руководства, чтобы помочь вам узнать, как они работают и как заставить их работать на вас.