Python machine learning

"Open source and easy to use, Python offers the availability of exciting libraries of software, application programming interfaces, and even connections to web services. This textbook uses Python as a

For kids who have mastered hand sewing, machine sewing opens up exciting new possibilities! With Sewing School 2, children 7 and up can make 20 creative projects as they develop their machine sewing s

Blender Meets Python is an exciting and concise volume that introduces you to the wonderful couple that have been getting along so well for years now, that's right Blender 3D and Python scripting!This

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 deals with the process of choosing and using a milling machine and its accessories. In addition to the machine itself, the accessories include the cutters, cutter chucks, work piece clamps,

This text is an unbound, binder-ready edition. Python for Everyone, 1st Edition is a comprehensive introduction to Python and computer programming, which focuses on the principles of programming, soft

This book introduces students with little or no prior programming experience to the art of computational problem solving using Python and various Python libraries, including PyLab. It provides student

No one knows and writes about machine guns like Peter Kokalis. Kokalis on Machine Guns collects the best Kokalis articles and columns on full-auto arms. It covers everything from antiques like the Col

Although governments worldwide have invested significantly in intelligent sensor network research and applications, few books cover intelligent sensor networks from a machine learning and signal proce

Written by global leaders and pioneers in the field, this book is a must-have read for researchers, practicing engineers and university faculty working in SHM."Structural Health Monitoring: A Machine

The US M60 Machine Gun, known as "the Pig," was developed in the years after World War II from two revolutionary German designs, combining the effective belt-feed system of the MG 42 machine gun with

Graph Embedding for Pattern Recognition covers theory methods, computation, and applications widely used in statistics, machine learning, image processing, and computer vision. This book presents the

Rules – the clearest, most explored and best understood form of knowledge representation – are particularly important for data mining, as they offer the best tradeoff between human and machine underst

Data mining, an interdisciplinary field combining methods from artificial intelligence, machine learning, statistics and database systems, has grown tremendously over the last 20 years and produced co

The 18 papers in this collection explore machine learning techniques for extracting information from large amounts of data with several variables. Six papers from Spanish universities review Bayesian

This collection of twenty-one articles on machine intelligence showcases current scholarship in a variety of domains relating to the development of learning computers, advanced algorithms, and automat

Treading on Python Volume 1 is a book designed to bring developers and others who are anxious to learn Python up to speed quickly. Not only does it teach the basics of syntax, but it condenses years o

Boosting is an approach to machine learning based on the idea of creating a highlyaccurate predictor by combining many weak and inaccurate "rules of thumb." A remarkablyrich theory has evolved around

If you would like to teach a special child how to sew, this book presents a series of skills in a learning sequence that takes the new seamstress from the first use of a sewing machine through making

An up-to-date, self-contained introduction to a state-of-the-art machine learning approach, Ensemble Methods: Foundations and Algorithms shows how these accurate methods are used in real-world tasks.

Computer and Machine Vision: Theory, Algorithms, Practicalities (previously entitled Machine Vision) clearly and systematically presents the basic methodology of computer and machine vision, covering

您將從《深入淺出 Python（中文版）》學會什麼？ 你想過可以通過一本書就學會Python嗎？《Head First Python（中文版）》超越枯燥的語法和用法手冊，通過一種獨特的方法教你學習這種語言。你會迅速掌握Python的基礎知識，然後轉向持久存儲、異常處理、Web開發、SQLite.數據加工和Google App Engine。你還將學習如何為Android編寫移動應用，這都要歸功于

Python 3 is an open-source programming language that can be used to develop any application imaginable-business, games, web, and more. We think it should be just as much fun to learn Python as it is

“Practical Applications of Evolutionary Computation to Financial Engineering” presents the state of the art techniques in Financial Engineering using recent results in Machine Learning and Evolutionar

Supervised sequence labelling is a vital area of machine learning, encompassing tasks such as speech, handwriting and gesture recognition, protein secondary structure prediction and part-of-speech tag

Whether you're a seasoned machine quilter or a novice who's always wanted to learn to machine-quilt, this one-stop, quilter-tested reference guide will show you everything you need to know about this

Making Games with Python & Pygame is a programming book that covers the Pygame game library for the Python programming language. Each chapter gives you the complete source code for a new game and

Python是當今世界流行的編程語言之一。《Python編程實踐》共15章，通過一些短小精悍的交互式Python腳本幫助學生進行練習，并在這個過程中掌握諸如數據結構、排序和搜索算法、面向對象編程、數據庫訪問、圖形用戶界面等基本概念以及良好的程序設計風格。《Python編程實踐》既是一本注重科學的計算機科學專業教材，也是一本目標明確的Python參考書。

SummaryMahout in Action is a hands-on introduction to machine learning with Apache Mahout. Following real-world examples, the book presents practical use cases and then illustrates how Mahout can be a

Machine learning builds models of the world using training data from the application domain and prior knowledge about the problem. The models are later applied to future data in order to estimate the

Python是目前流行的動態腳本語言之一。李勇，王文強編著的《Python Web開發學習實錄》共15章，由淺入深、全面系統地介紹了使用Python語言進行程序開發的知識和技巧。內容包括Python的安裝和環境配置、Python的基本語法、流程控制、模塊和函數、數據結構、字符串與正則表達式、面向對象編程、文件處理、程序異常和處理、數據庫連接和持久化操作、Python網絡功能、Python與HTML

Maya Python for Games and Film is the first book to focus exclusively on how to implement Python with Maya. Written by trusted authorities in the field, this in-depth guide will help you master Maya P

To help you navigate the large number of new data tools available, this guide describes 60 of the most recent innovations, from NoSQL databases and MapReduce approaches to machine learning and visuali

Man-machine interaction is the interdisciplinary field, focused on a human and a machine in conjunction. It is the intersection of computer science, behavioural sciences, social psychology, ergonomics

A comprehensive reference for researchers in machine learning, data mining, and computer vision, this book presents in-depth, systematic discussions on algorithms and applications for dimensionality r

《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