
Python High Performance Programming
Category :Python
Language:
clicks:
26
Contents: Benchmarking and Profiling; Fast Array Operations with NumPy; C Performance with Cython; Parallel Processing. 
Bash Guide for Beginners
Category :Shell Programming
Language:
clicks:
38
Contents: Introduction; Chapter 1. Bash and Bash scripts; Chapter 2. Writing and debugging scripts; Chapter 3. The Bash environment; Chapter 4. Regular expressions; Chapter 5. The GNU sed stream edito . . . . . 
Conversational Computer Systems
Category :Miscellanea
Language:
clicks:
62
 This book discusses how human language techniques can be embedded in humancomputer dialogue to make "talking computers" conversational. It uses an interdisciplinary approach to explain application of . . . . . 

Bioinformatics: Sequence and Genome Analysis
Category :Bioinformatics
Language:
clicks:
76
 Contents:
1 Historical Introduction and Overview
2 Collecting and Storing Sequences in the Laboratory
3 Alignment of Pairs of Sequences
4 Multiple Sequence Alignment
5 Predictio . . . . . 

IBM ESS and IBM DB2 UDB Working Together
Category :DB2
Language:
clicks:
89
 This IBM Redbook gives you information to use the IBM Enterprise Storage Subsystem with IBM DB2 Universal Database. Most of the information presented here applies to UNIX and Windows environments. Our . . . . . 

Principles of Data Mining
Category :Data Mining
Language:
clicks:
101
 Contents: 1.
Fundamentals:
Chapters 1 through 4 focus on the fundamental aspects of
data and data analysis: introduction to data mining (
chapter 1), measurement
(chapter 2), summarizing and visu . . . . . 

Numerical Recipes in Fortran 90
Category :Fortran90
Language:
clicks:
141
 Contents: Introduction to Fortran 90 Language Features; Introduction to Parallel Programming; Numerical Recipes Utility Functions for Fortran 90;
Solution of Linear Algebraic Equations ;
Interpolati . . . . . 

Practical Optimization: A Gentle Introduction
Category :Optimization
Language:
clicks:
202
Contents: Introduction; Introduction to Linear Programming; Towards the Simplex Method for Efficient Solution of Linear Programs; The Mechanics of the Simplex Method; Solving General Linear Programs; . . . . . 
Parallel Programming in Fortran 95 using OpenMP
Category :Fortran90
Language:
clicks:
253
Contents: OpenMP Fortran Application Program Interface; OpenMP constructs; The OpenMP runtime library; The
environment variables. 
Text Algorithm
Category :Algorithms
Language:
clicks:
254
 This muchneeded book on the design of algorithms and data structures for text processing emphasizes both theoretical foundations and practical applications. It is intended to serve both as a textbook . . . . . 

The Elements of Statistical Learning
Category :Machine Learning
Language:
clicks:
282
 During the past decade has been an explosion in computation and information technology. With it has come vast amounts of data in a variety of fields such as medicine, biology, finance, and marketing. . . . . . 

Fortran 90 Lectures
Category :Fortran90
Language:
clicks:
284
Contents: Introduction to the Class; Fundamentals of Fortran, Programming Principles; Computer Operating Systems, Unix; A First Program; Next Step, Arithmetic Assignment Statements; More on Unix; Intr . . . . . 
Statistical Learning and Sequential Prediction
Category :Statistical Learning Theory
Language:
clicks:
289
1
About
This course will focus on theoretical aspects of
Statistical Learning
and
Sequential
Prediction
. Until recently, these two subjects have been treated separately within
the learning c . . . . . 
A Course in Machine Learning
Category :Machine Learning
Language:
clicks:
307
 The purpose of this book is to provide a
gentle
and
pedagogically orga
nized
introduction to the field. This is in contrast to most existing ma
chine learning texts, which tend to organize thi . . . . . 

An Introduction to Statistical Learning: with Applications in R
Category :Statistical Learning Theory
Language:
clicks:
310
 One of the first books in this area—
The Elements of Statistical Learning
(ESL) (Hastie, Tibshirani, and Friedman)—was published in 2001, with a
second edition in 2009. ESL has become a popular tex . . . . . 
