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英文原版-Neural Network Methods for Natural Language Processing
2017年新书;英文原版;
ABSTRACT
Neural networks are a family of powerful machine learning models. is book focuses on the
application of neural network models to natural language data. e first half of the book (Parts I
and II) covers the basics of supervised machine learning and feed-forward neural networks, the
basics of working with machine learning over language data, and the use of vector-based rather
than symbolic representations for words. It also covers the computation-graph abstraction, which
allows to easily define and train arbitrary neural networks, and is the basis behind the design of
contemporary neural network software libraries.
e second part of the book (Parts III and IV) introduces more specialized neural net-
work architectures, including 1D convolutional neural networks, recurrent neural networks,
conditioned-generation models, and attention-based models. ese architectures and techniques
are the driving force behind state-of-the-art algorithms for machine translation, syntactic parsing,
and many other applications. Finally, we also discuss tree-shaped networks, structured prediction,
and the prospects of multi-task learning.
2017-09-15
Principles of Programming
The purpose behind The Principles of Programming is to provide the
reader/student with a structured method to solve problems using a computer.
Since the Principles book is language-independent (it provides the steps and
tools to solve problems without centering on a specific computer
programming language), a companion book, Programming Practice: Pascal,
is also provided on this CD.
While using this book to learn the principles of programming, you may find
that there are too many examples and that some topics have been overexplained.
You are encouraged to select only the topics and examples that
best suit your needs and work habits.
2014-08-29
pcre-7.9-static for windows
PCRE(Perl Compatible Regular Expressions)静态库,用于Windows。
使用(VS 为例):
1. 向项目属性->VC++目录->包含目录中添加pcre-7.9-static目录;
2. 向项目属性->VC++目录->库目录中添加pcre-7.9-static目录;
3. 向项目属性->C/C++ ->预处理器->预处理器定义中添加HAVE_CONFIG_H、PCRE_STATIC;
4. 在代码中包含头文件和注释记录
#include <pcre.h>
#pragma comment(lib, "pcre.lib")
*另附有一个样例
2014-03-12
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