Zhao Liang (Over 3,000 results)

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Paperback. Condition: New. 1st ed. 2022. This book is about the harmonious synthesis of functional programming and numerical computation. It shows how the expressiveness of OCaml allows for fast and safe development of data science applications. Step by step, the authors build up to use cases drawn from many areas of Data Science, Machine Learning, and AI, and then delve into how to deploy at scale, using parallel, distributed, and accelerated frameworks to gain all the advantages of cloud computing environments.To this end, the book is divided into three parts, each focusing on a different area. Part I begins by introducing how basic numerical techniques are performed in OCaml, including classical mathematical topics (interpolation and quadrature), statistics, and linear algebra. It moves on from using only scalar values to multi-dimensional arrays, introducing the tensor and Ndarray, core data types in any numerical computing system. It concludes with two more classical numerical computing topics, the solution ofOrdinary Differential Equations (ODEs) and Signal Processing, as well as introducing the visualization module we use throughout this book. Part II is dedicated to advanced optimization techniques that are core to most current popular data science fields. We do not focus only on applications but also on the basic building blocks, starting with Algorithmic Differentiation, the most crucial building block that in turn enables Deep Neural Networks. We follow this with chapters on Optimization and Regression, also used in building Deep Neural Networks. We then introduce Deep Neural Networks as well as topic modelling in Natural Language Processing (NLP), two advanced and currently very active fields in both industry and academia. Part III collects a range of case studies demonstrating how you can build a complete numerical application quickly from scratch using Owl. The cases presented include computer vision and recommender systems. This book aims at anyone with a basic knowledge of functional programming and a desire to explore the world of scientific computing, whether to generally explore the field in the round, to build applications for particular topics, or to deep-dive into how numerical systems are constructed. It does not assume strict ordering in reading - readers can simply jump to the topic that interests them most.…

Paperback. Condition: New. 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 advantages of the OCaml functional programming language. What You Will LearnOptimize core operations based on N-dimensional arraysDesign and implement an industry-level algorithmic differentiation moduleImplement mathematical optimization, regression, and deep neural network functionalities based on algorithmic differentiationDesign and optimize a computation graph module, and understand the benefits it brings to the numerical computing libraryAccommodate the growing number of hardware accelerators (e.g. GPU, TPU) and execution backends (e.g. web browser, unikernel) of numerical computationUse the Zoo system for efficient scripting, code sharing, service deployment, and compositionDesign and implement a distributed computing engine to work with a numerical computing library, providing convenient APIs and high performance Who This Book Is For Those with prior programming experience, especially with the OCaml programming language, or with scientific computing experience who may be new to OCaml. Most importantly, it is for those who are eager to understand not only how to use something, but also how it is built up.…

Soft cover. Condition: Very Good. 1st Edition. Binding has some wear; fore-edge margins at front have small, minor crease; tight, text clean. 431 p., well illustrated. Includes Julian P. Hume's 25-page illustrated article about the dodo, "The history of the Dodo 'Raphus cucullatus' and the Penguin of Mauritius." Large, heavy volume. [B1:9:4].…

Condition: good. A copy that has been read, remains in good condition. All pages are intact, and the cover is intact. The spine and cover show signs of wear. Pages can include notes and highlighting and show signs of wear, and the copy can include "From the library of" labels or previous owner inscriptions. 100% GUARANTEE! Shipped with delivery confirmation, if you're not satisfied with purchase please return item! Ships via media mail.…

Condition: New. Brand New. Soft Cover International Edition. Different ISBN and Cover Image. Priced lower than the standard editions which is usually intended to make them more affordable for students abroad. The core content of the book is generally the same as the standard edition. The country selling restrictions may be printed on the book but is no problem for the self-use. This Item maybe shipped from US or any other country as we have multiple locations worldwide.…

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Encuadernación de tapa blanda. Condition: Como Nuevo.

Encuadernación de tapa blanda. Condition: Como Nuevo.

paperback. Condition: New. Paperback Pages Number: 29 Language: Chinese. Ordinary star the sun. stars of the earth for mankind's survival. the partners in the nine planets of the Earth. Earth's moon. Subsequently. the solar system roaming introduces the reader to the stars sky flashing. colorful nebulae. star clusters and galaxies. time and calendar. as well as overall universe of human observing eye. Roaming the solar system to take with you to explore the secrets of the stars.…

paperback. Condition: New. Paperback Pages Number: 29 Language: Chinese. Ordinary star the sun. stars of the earth for mankind's survival. the partners in the nine planets of the Earth. Earth's moon. Subsequently. the galaxies and the universe. introduces the reader to the stars sky flashing. colorful nebulae. star clusters and galaxies. time and calendar. as well as overall universe of human observation eyes. Galaxies and the universe will take you to explore the secrets of the stars. …

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paperback. Condition: New. Paperback. Pub Date :2013-07-01 Pages: 30 Language: Chinese. English Publisher: Anhui Fine Arts Publishing House. an interactive children English language training scenario: Figure Interactive English (1) based on the most advanced foreign language learning theory. the use of play. look. look. speak. read. write. the English learning courses in play with joy absorption; in the rich memories of images; see the accumulation of sounds in the language. Listen listen more . naturally. said; in the.…

paperback. Condition: New. Paperback. Pub Date :2013-07-01 Pages: 30 Language: Chinese. English Publisher: Anhui Fine Arts Publishing House. an interactive children English language training scenario: Figure Interactive English (8) based on the most advanced foreign language learning theory. the use of playing. watching. listening. speaking. reading and writing. the English language courses in play with joy absorption; in the memory-rich images; see the accumulation of sounds in the language. Listen listen more . natur.…

paperback. Condition: New. Paperback. Pub Date :2013-07-01 Pages: 30 Language: Chinese. English Publisher: Anhui Fine Arts Publishing House. an interactive children English language training scenario: Figure Interactive English (7) based on the most advanced foreign language learning theory. the use of play. look. look. speak. read. write. the English learning courses in play with joy absorption; in the rich memories of images; see the accumulation of sounds in the language. Listen listen more . naturally. said; in the.…

Soft cover. Condition: New. Language:Chinese.Author:FANG LIANG HUI ZHAO PEI MIN.Binding:Soft cover.Publisher:Zhejiang University Press Pub. Date :2010-07-01.

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