Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow 2ed 2019.epub
Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how.
By using concrete examples, minimal theory, and two production-ready Python frameworks—Scikit-Learn and TensorFlow—author Aurélien Géron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. You’ll learn a range of techniques, starting with simple linear regression and progressing to deep neural networks. With exercises in each chapter to help you apply what you’ve learned, all you need is programming experience to get started.
* Explore the machine learning landscape, particularly neural nets
* Use Scikit-Learn to track an example machine-learning project end-to-end
* Explore several training models, including support vector machines, decision trees, random forests, and ensemble methods
* Use the TensorFlow library to build and train neural nets
* Dive into neural net architectures, including convolutional nets, recurrent nets, and deep reinforcement learning
* Learn techniques for training and scaling deep neural nets
英语复读机
安装python
安装wxpython
执行python python_repeater.py
它很简单,但复读mp3是够用的。
TAB一键复读,很棒。
极点郑码7.15(Win7郑码)
好不好用不知道。郑码越来越不好用了。极点郑码bug比较多,不知道现在有多少改进。
The UML Reference Manual 2nd Edition
真不知道为什么看这本书的人很少。这是一手UML资料啊。人们还是更喜欢看二手的东西。真不明白是为什么。不明白啊。
Continuous Delivery
Yesterday your boss asked you to demonstrate the great new features of your
system to a customer, but you can’t show them anything. All your developers
are halfway through developing new features and none of them can run the application
right now. You have code, it compiles, and all the unit tests pass on
your continuous integration server, but it takes a couple of days to release the
new version into the publicly accessible UAT environment. Isn’t it unreasonable
to expect the demo at such short notice?
You have a critical bug in production. It is losing money for your business
every day. You know what the fix is: A one-liner in a library that is used in all
three layers of your three-tier system, and a corresponding change to one database
table. But the last time you released a new version of your software to production
it took a weekend of working until 3 A.M., and the person who did the deployment
quit in disgust shortly afterward. You know the next release is going to overrun
the weekend, which means the application will be down for a period during the
business week. If only the business understood our problems.
These problems, although all too common, are not an inevitable outcome of
the software development process: They are an indication that something is
wrong. Software release should be a fast, repeatable process. These days, many
companies are putting out multiple releases in a day. This is possible even with
large projects with complex codebases. In this book, we will show you how this
is done.
Mary and Tom Poppendieck asked, “How long would it take your organization
to deploy a change that involves just one single line of code? Do you do this on
a repeatable, reliable basis?”1 The time from deciding that you need to make a
change to having it in production is known as the cycle time, and it is a vital
metric for any project.
小小输入法
小小输入法,但修改了郑码的码表,采用郑码66版。
极点郑码66版编码
极点郑码66版编码,是一个文本文件,包括郑码6.6版的所有单字和词的编码。
极点郑码7.15-超集郑码Unifonts6.0版2011.11.13
郑码输入法,很好的输入法。能满足我的需求。以前一直在找好的郑码输入法,现在找到了。应该是目前为止最好的了。
Apress.Beginning.Android.Games.
Get started with game apps development for the Android platform
Apress.Pro.Android.Media.2010
讲在android中如何显示和处理图像、播放声音和视频。
Apress.Beginning.Andorid.3.2011
我觉得是Android的入门好书,讲了基本的东西,当然也只是基本的东西。
DESIGN PATTERNS IN JAVA
DESIGN PATTERNS ARE class- and method-level solutions to common
problems in object-oriented design. If you’re an intermediate-level
Java programmer who wants to become advanced or an advancedlevel
Java programmer who hasn’t yet studied design patterns, this
book is for you.
Design Patterns in Java™ takes a workbook approach. Each chapter
focuses on a particular pattern. In addition to explaining the pattern,
the chapter includes a number of challenges, each asking you to
explain something or to develop code that solves a problem.
We strongly urge you to stop and work through the challenges rather
than try to read this book straight through. You’ll learn more by putting
in the work to do the challenges, even if it’s only a chapter or
two a week.
learning sql source code
create table department
(dept_id smallint unsigned not null auto_increment,
name varchar(20) not null,
constraint pk_department primary key (dept_id)
);
create table branch
(branch_id smallint unsigned not null auto_increment,
name varchar(20) not null,
address varchar(30),
city varchar(20),
state varchar(2),
zip varchar(12),
constraint pk_branch primary key (branch_id)
);
Spring 2.5 Aspect-Oriented Programming source code
Spring 2.5 Aspect-Oriented Programming source code zip
Spring 2.5 Aspect-Oriented Programming
Create dynamic, feature-rich, and robust enterprise applications using the Spring framework
ultra editor syntax highlight wordfile for python
ultra editor syntax highlight wordfile for python
ActiveMQ in action
To this day, enterprise message queuing is a concept that is not well understood by
most software developers. Commercial message-oriented middleware (MOM) did not
help to encourage adoption of the process; most of the MOMs on the market were
closed source, were costly to buy and support, and required trained system administrators
for proper installation. ActiveMQ was developed to provide an open source alternative:
its central theme is to put the power in the hands of developers. To date, the
ActiveMQ project has been successful in this endeavor by creating a MOM that is easy
to install, administer, and utilize, while providing a large number of unique features.
Today, six or seven years after ActiveMQ was originally created, it’s surprising how
far and widely it is being used. ActiveMQ is a crucial component in many applications.
Used by small businesses and very large enterprises alike, ActiveMQ is deployed
throughout a wide variety of industries around the world including manufacturing,
government, retail, healthcare, finance, military, telecom, and many more. The versatility
of not only ActiveMQ but also event-based systems has appealed to a very large
audience of users and that appeal continues to grow.
In writing a book about ActiveMQ, our intent was to provide a comprehensive
guide for its features and how to use them. Although ActiveMQ implements the JMS
specification, which has not moved in many years, ActiveMQ provides many features
beyond this spec and it has not stopped innovating. As is always the case, authoring a
book about software is a game of chase; as the software evolves, so must the book that
is still being written. We did our best to keep this book up to date with ActiveMQ 5.4.1.
We hope that, by reading this book, you will come to appreciate not only ActiveMQ
but the concepts surrounding event-based systems. After all, some of the largest systems
in the world are designed using events and message queuing.
Digital Television
This book does not aim to make the reader an expert in digital
television (which the author himself is not). Rather, its purpose is
to describe and explain, as simply and as completely as possible,
the various aspects of the very complex problems that had to be
solved in order to define reliable standards for broadcasting digital
pictures to the consumer, and the solutions chosen for the European
DVB system (Digital Video Broadcasting) based on the international
MPEG-2 compression standard.
The book is intended for readers with a background in electronics
and some knowledge of conventional analog television (a reminder of
the basic principles of existing television standards is presented for
those who require it) and for those with a basic digital background.
The main goal is to enable readers to understand the principles of
this new technology, to have a relatively global perspective on it, and,
if they wish, to investigate further any particular aspect by reading
more specialized and more detailed books. At the end, there is a
short bibliography and a glossary of abbreviations and expressions
which will help readers to access some of these references.
For ease of understanding, after a general presentation of the problem,
the order in which the main aspects of digital television broadcast
standards are described follows the logical progression of the
signal processing steps on the transmitter side—from raw digitization
used in TV studios to source coding (MPEG-2 compression and
multiplexing), and on to channel coding (from forward error correction
to RF modulation). JPEG and MPEG-1 “predecessor” standards
of MPEG-2 are also described, as MPEG-2 uses the same basic
principles.
郑码输入法6.6for window xp
DIY的郑码输入法,采用6.6码表。适合windows XP。
UML2.2-Visio2007.zip.
The UML stencil for Microsoft Visio supports complete UML 2.2, i.e. UML use case diagram, class diagram, package diagram, object diagram, composite structure diagram, interaction diagram, sequence diagram, communication diagram, interaction overview diagram, activity diagram, state machine diagram, component diagram, deployment diagram, profile diagram, timing diagram, and all symbols of the UML 2.2, specified in OMG UML Superstructure Specification, formal/2009-02-02, as well as all previous UML versions, UML 2.1, UML 2.0, UML 1.5, UML 1.4, UML 1.3 and UML 1.1.
敏捷数据库技巧英文版Agile Database Techniques
本书作者在数据及对象技术方面都有很深造诣,多年的经验使他深刻地认识到:数据专业人员常常过于专注数据而忽视对象开发人员所面临的困难;而对象开发人员又没有或有很少的数据方面的经验。本书作者探索了有机结合数据和对象两个开发团队的方式,将敏捷方法拓展到了应用程序开发的一个关键领域——数据库,阐述了数据架构设计师、数据库管理员掌握敏捷方法进行面向数据开发的必要性。
本书分四部分。第一部分描述数据专业人员和对象专业人员所需的基本技能和方法,第二部分介绍进行渐进式数据库开发的方法,第三部分概述有效地结合使用对象技术、关系数据库技术和XML技术撤离法,第四部分总结如何成功地采用本书所描述的技术方法。本书适合应用程序开发人员及数据处理人员阅读。
Agile Database Techniques
敏捷数据库技巧中文版
本书作者在数据及对象技术方面都有很深造诣,多年的经验使他深刻地认识到:数据专业人员常常过于专注数据而忽视对象开发人员所面临的困难;而对象开发人员又没有或有很少的数据方面的经验。本书作者探索了有机结合数据和对象两个开发团队的方式,将敏捷方法拓展到了应用程序开发的一个关键领域——数据库,阐述了数据架构设计师、数据库管理员掌握敏捷方法进行面向数据开发的必要性。
本书分四部分。第一部分描述数据专业人员和对象专业人员所需的基本技能和方法,第二部分介绍进行渐进式数据库开发的方法,第三部分概述有效地结合使用对象技术、关系数据库技术和XML技术撤离法,第四部分总结如何成功地采用本书所描述的技术方法。本书适合应用程序开发人员及数据处理人员阅读。