Python machine learning

《Python語言在Abaqus中的應用》講述了Python語言在Abaqus中的應用ABAQUS CAE工程師系列叢書Python語言在Abaqus中的應用曹金鳳王旭春孔亮編著機械工業出版社《Python語言在Abaqus中的應用》詳細介紹了Python語言基礎知識、Python語言與Abaqus腳本接口的關系以及編寫腳本實現各種功能，包括快速建模、訪問輸出數據庫、對外部數據進行其他後處理和

Support Vector Machines (SVMs) are among the most important recent developments in pattern recognition and statistical machine learning. They have found a great range of applications in various fields

This book provides a versatile and lucid treatment of classic as well as modern probability theory, while integrating them with core topics in statistical theory and also some key tools in machine lea

The new field of machine ethics is concerned with giving machines ethical principles, or a procedure for discovering a way to resolve the ethical dilemmas they might encounter, enabling them to function in an ethically responsible manner through their own ethical decision making. Developing ethics for machines, in contrast to developing ethics for human beings who use machines, is by its nature an interdisciplinary endeavor. The essays in this volume represent the first steps by philosophers and artificial intelligence researchers toward explaining why it is necessary to add an ethical dimension to machines that function autonomously, what is required in order to add this dimension, philosophical and practical challenges to the machine ethics project, various approaches that could be considered in attempting to add an ethical dimension to machines, work that has been done to date in implementing these approaches, and visions of the future of machine ethics research.

◎此書從第八部分開始，需要自行從網路下載，請不介意之客人再行下單◎《Python學習手冊(第4版)》學習Python的主要內建對象類型：數字、列表和字典。使用Python語句創建和處理對象，并且學習Python的通用語法模型。使用函數構造和重用代碼，函數是Python的基本過程工具。學習Python模塊：封裝語句、函數以及其他工具，以便構建較大的組件。學習Python的面向對象編程工具，用于組織程

Part of a sewing skill-building program for children, this kit is ideal for kids who are old enough to sew on a machine and have had some machine experience. Young seamsters can lay out their own desi

Data mining is the process of automatically searching large volumes of data for models and patterns using computational techniques from statistics, machine learning and information theory; it is the i

Okun (SMARTTECCO, Malmo, Sweden) offers a reference guide on machine learning aspects of one of the functions of bioinformatics, microarray gene expression-based cancer classification. The author note

《Python參考手冊(第4版)》是權威的Python語言參考指南，內容涉及核心Python語言和Python庫的最重要部分。《Python參考手冊(第4版)》內容簡潔扼要、可讀性強。書中還包括了一些沒有在Python官方文檔或其他資料中出現過的一些高級的主題。這一版在內容上進行了全面更新。介紹了Python 2.6 和Python 3新引入的編程語言特性和庫模塊。同時還分析了Python程序員面

James Rhodes is War Machine, determined to right the world's wrongs one international incident at a time! When a human-rights activist is held captive in his own African nation, War Machine teams up

This book is a comprehensive guide to rotary cutting, quick piecing, and machine quilting. Full-color photos accompany step-by-step instructions teaching all the basic techniques of machine quilting.

本書包括Python程序設計的方方面面，首先從Python的安裝開始，隨后介紹了Python的基礎知識和基本概念，包括列表、元組、字符串、字典以及各種語句。然后循序漸進地介紹了一些相對高級的主題，包括抽象、異常、魔法方法、屬性、迭代器。此后探討了如何將Python與數據庫、網絡、C語言等工具結合使用，從而發揮出Python的強大功能，同時介紹了Python程序測試、打包、發布等知識。最后，作者結合

Researchers from various disciplines such as pattern recognition, statistics, and machine learning have explored the use of ensemble methodology since the late seventies. Thus, they are faced with a w

Proven guidelines for reducing thermal deformation in machine tools Written by global experts in the field of machine tool engineering, this authoritative work offers tested solutions for reducing the

本書是一本全面介紹有關Python語言和Python程序開發專業知識的參考手冊。書中詳細介紹了Python開發工具的安裝和使用、Python語言的語法結構、Python內置對象、庫和模塊以及Python與其他語言的擴展和嵌入，并專門介紹了有關Python網絡和Web編程的內容和實例。本書列舉了Python對象和模塊中提供的所有類型、方法和函數，并輔以適當的示例，系統地展示了Python包含的功能及

The ultimate bread machine recipes. Because bread machines are more popular than ever, we have revised our best-selling bread machine book with 50 new recipes. From traditional favorites to innovativ

Numerical Methods in Engineering with Python, 2nd Edition is intended for engineering students and as a reference for practicing engineers interested in exploring Python. This new edition features 18

The dream of automatic language translation is now closer thanks to recent advances in the techniques that underpin statistical machine translation. This class-tested textbook from an active researcher in the field, provides a clear and careful introduction to the latest methods and explains how to build machine translation systems for any two languages. It introduces the subject's building blocks from linguistics and probability, then covers the major models for machine translation: word-based, phrase-based, and tree-based, as well as machine translation evaluation, language modeling, discriminative training and advanced methods to integrate linguistic annotation. The book also reports the latest research, presents the major outstanding challenges, and enables novices as well as experienced researchers to make novel contributions to this exciting area. Ideal for students at undergraduate and graduate level, or for anyone interested in the latest developments in machine translation.

Intended to bridge the gap between the database and machine learning communities, this guide gathers theoretical and experimental contributions on fuzziness, scalability, and the use of fuzzy methods

Kernel methods have long been established as effective techniques in the framework of machine learning and pattern recognition, and have now become the standard approach to many remote sensing applica

Machine Translation is the author's comprehensive view of machine translation (MT) from the perspective of a participant in its history and development. The text considers MT as a fundamental part of

This book brings together aspects of statistics and machine learning to provide a comprehensive guide to evaluating, interpreting and understanding biometric data. This professional book naturally le

Gain a fundamental understanding of Python's syntax and features with the second edition ofBeginning Python, an up–to–date introduction and practical reference. Covering a wide array of Python–related

Assembled in this volume is a collection of some of the state-of-the-art methods that are using computer vision and machine learning techniques as applied in robotic applications. Currently there is a

Overa period spanning morethana decade,supportvector machines (SVMs) have evolved into a leading machine learning technique. SVMs are being applied to a wide range of problems, including bioinformatic

This 1996 book is a reliable account of the statistical framework for pattern recognition and machine learning. With unparalleled coverage and a wealth of case-studies this book gives valuable insight into both the theory and the enormously diverse applications (which can be found in remote sensing, astrophysics, engineering and medicine, for example). So that readers can develop their skills and understanding, many of the real data sets used in the book are available from the author's website: www.stats.ox.ac.uk/～ripley/PRbook/. For the same reason, many examples are included to illustrate real problems in pattern recognition. Unifying principles are highlighted, and the author gives an overview of the state of the subject, making the book valuable to experienced researchers in statistics, machine learning/artificial intelligence and engineering. The clear writing style means that the book is also a superb introduction for non-specialists.

When it comes to robotics and bioinformatics, the Holy Grail everyone is seeking is how to dovetail logic-based inference and statistical machine learning. This volume offers some possible solutions t

Machine Vision Algorithms and Applications is the first up-to-date textbook for machine vision software provides all the details on the theory and practical use of the relevant algorithms. The first

Focusing on how a machine "feels" and behaves while operating, Machine Elements: Life and Design seeks to impart both intellectual and emotional comprehension regarding the "life" of a machine. It pre

This book introduces Web developers to the advanced topic of machine learning and statistics in a clear and concise way, with easy-to-follow examples and code that can be used in their own application

The minimum description length (MDL) principle is a powerful method of inductive inference, the basis of statistical modeling, pattern recognition, and machine learning. It holds that the best explan

A thermometer, a water-cycle model, a wave machine, a greenhouse—these are just a few things students can make out of a simple soda bottle. This book features learning-rich, hands-on activities

Suitable for babies and toddlers. Over 100 first machine words to learn. Fantastic photographs of all sorts of machines. Sturdy, large-format board book to withstand repeated learning f

With the demands of quality management and process control in an industrial environment machine vision is becoming an important issue. This handbook of machine vision is written by experts from leadin

The principal method of learning either design skills or machine operator skills of roll form tooling and its design has been on-the-job training. As the only book of its kind available on the subject

Kinematic Chains and Machine Components Design covers a broad spectrum of critical machine design topics and helps the reader understand the fundamentals and apply the technologies necessary for succe

The process of inductive inference -- to infer general laws and principles from particular instances -- is the basis of statistical modeling, pattern recognition, and machine learning. The Minimum Des

Covering the evolution of machine guns from the mid-19th century to the present, Machine Guns follows both the development of small arms technology and the impact of machine guns on ground combat, mil

Data mining, or knowledge discovery, has become an indispensable technology for businesses and researchers in many fields. Drawing on work in such areas as statistics, machine learning, pattern recog

A brand-new edition of the machine quilting classic! Includes everything you need to know about machine quilting.