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The Design of Approximation Algorithms
Category :Algorithms  Language: clicks: 44
The Design of Approximation Algorithms he book is organized around several central algorithmic techniques for designing approximation algorithms, including greedy and local search algorithms, dynamic programming, linear and semidefinite pr . . . . .
Practical PHP Programming
Category :Php  Language: clicks: 48
This book has been written with the goal of making the task of learning PHP something fun. It contains lots of information for newcomers as well as information on advanced functionality in PHP for vet . . . . .
Discrete Mathematics for Computer Science
Category :Discrete Mathematics  Language: clicks: 51
Contents: Mathematical Reasoning, Proof Principles and Logic; Relations, Functions, Partial Functions; Some Counting Problems; Binomial Coefficients; Partial Orders and Equivalence Relations; Graphs . . . . .
Mining of Massive Datasets
Category :Data Mining  Language: clicks: 54
This book evolved from material developed over several year s by Anand Raja- raman and Jeff Ullman for a one-quarter course at Stanford. Th e course CS345A, titled “Web Mining,” was designed as an . . . . .
Automated Manufacturing Systems; PLCs
Category :Logic Design and Architecture  Language: clicks: 85
This is a manuscript for a PLC based control system book that is currently being used for teaching an undergraduate controls course EGR 450 - Manufacturing Controls. The course and book focus on the A . . . . .
The Linux Development Platform
Category :Linux  Language: clicks: 86
The Linux Development Platform shows how to choose the best open source and GNU development tools for your specific needs, and integrate them into a complete development environment that maximizes you . . . . .
Linux 101 Hacks eBook
Category :Linux  Language: clicks: 103
 Linux 101 Hacks eBook Contents: Powerful CD Command Hacks; Essential Linux Commands; SSH Commands and Tips; Date Manipulation; PS1, PS2, PS3, PS4 and PROMPT_COMMAND; Archive and Compression; Command Line History; System Ad . . . . .
Machine Learning and Data Mining Lecture Notes
Category :Machine Learning  Language: clicks: 109
Contents: Introduction to Machine Learning; Linear Regression; Nonlinear Regression; Quadratics; Basic Probability Theory; Probability Density Functions; Estimation; Classification; Gradient Descent; . . . . .
Neural Nets by Kevin Gurney
Category :Neural Networks  Language: clicks: 111
Contents: # : Computers and Symbols versus Nets and Neurons # 2: TLUs and vectors - simple learning rules # 2(s): TLUs and vectors - summary # 3: The delta rule # 4: Multilayer nets and backpropag . . . . .
Pattern Recognition and Machine Learning
Category :Machine Learning  Language: clicks: 148
This new textbook reflects these recent developments while providing a compre- hensive introduction to the fields of pattern recognition and machine learning. It is aimed at advanced undergraduates . . . . .
Bash Guide for Beginners
Category :Shell Programming  Language: clicks: 154
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 . . . . .
MIT Guide to Lock Picking
Category :Lock Picking  Language: clicks: 163
Contents: 1 It's Easy; 2 How a Key Opens a Lock; 3 The Flatland Model; 4 Basic Picking & The Binding Defect; 5 The Pin Column Model; 6 Basic Scrubbing; 7 Advanced Lock Picking; 8 Exercises; 9 Recogni . . . . .
Numerical Recipes in Fortran 77
Category :Fortran77  Language: clicks: 181
Numerical Recipes in Fortran 77 Contents: Preliminaries; Solution of Linear Algebraic Equations; Interpolation and Extrapolation; Integration of Functions; Evaluation of Functions; Special Functions; Random Numbers; Sorting ; Root . . . . .
Developing Time-Oriented Database Applications in SQL
Category :SQL  Language: clicks: 182
Richard T. Snodgrass,Developing Time-Oriented Database Applications in SQL, Morgan Kaufmann Publishers, Inc., San Francisco, July, 1999, 504 xxiii pages. This book is out of print with its associated . . . . .
Deep Learning Tutorial
Category :Machine Learning  Language: clicks: 182
Deep Learning is a new area of Machine Learning research, which has been introduced with the objective of moving Machine Learning closer to one of its original goals: Artificial Intelligence. See the . . . . .


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