免費編程書

Index

• Meta-Lists
• Graphics user interfaces
• Graphics Programming
• Language Agnostic
• Ada
• Android
• Autotools
• ASP.NET MVC
• Assembly Language
• Bash
• C
• C++
• Clojure
• CoffeeScript
• ColdFusion
• D
• DTrace
• DB2
• Delphi / Pascal
• Django
• Elasticsearch
• Emacs
• Erlang
• Flask
• Flex
• F#
• Forth
• Git
• Go
• Grails
• Hadoop
• Haskell
• HTML / CSS
• Icon
• IDL
• Java
• JavaScript
  • Backbone.js
  • D3.js
  • Node.js
• LaTeX
• Linux
• Lisp
• Lua
• Mathematica
• Maven
• Mercurial
• .NET (C# / VB / Nemerle / Visual Studio)
• NoSQL
• Oberon
• Objective-C
• OCaml
• OpenSCAD
• Oracle Server
• Oracle PL/SQL
• Parrot / Perl 6
• Perl
• PHP
• PowerShell
• Processing
• Prolog
• PostgreSQL
• Python
• R
• Racket
• Ruby
• Ruby on Rails
• Rust
• Sage
• Scala
• Scheme
• Sed
• Smalltalk
• Subversion
• SQL (implementation agnostic)
• SQL Server
• Teradata
• Theory
• Vim
• Websphere
• Windows Phone

Meta-Lists

• 25 Free Computer Science Ebooks
• Cheat Sheets (Free)
• Free Tech Books
• Microsoft Press: Free E-Books
• MindView Inc
• O'Reilly's Open Books Project
• TechBooksForFree.com
• Theassayer.org
• Wikibooks: Programming
• Free Smalltalk Books, collected by Stéphane Ducasse

Graphics Programming

• DirectX manual (draft)
• Learning Modern 3D Graphics Programming (draft)
• Introduction to Modern OpenGL
• GPU Gems
• GPU Gems 2 - ch 8,14,18,29,30 as pdf
• GPU Gems 3
• Graphics Programming Black Book
• OpenGL Insights (chapters 22, 23, 28, 33, 39)
• ShaderX series
• Tutorials for modern OpenGL

Graphics User Interfaces

• Programming with gtkmm 3

Language Agnostic

Algorithms & Datastructures

• Algorithms and Data-Structures (PDF)
• Algorithms (draft)
• Binary Trees
• Clever Algorithms
• Computational Geometry: Algorithms and Applications (chapters 1 and 9, pseudo-code)
• Data Structures and Algorithms: Annotated Reference with Examples
• The Algorithm Design Manual
• Hacker's Delight (chapter 2, code)
• LEDA: A Platform for Combinatorial and Geometric Computing
• Planning Algorithms
• Linked List Basics
• Linked List Problems
• Open Data Structures
• Purely Functional Data Structures
• The Great Tree List Recursion Problem
• Matters Computational
• Algorithmic Graph Theory
• Foundations of Computer Science - Al Aho and Jeff Ullman
• A Field Guide To Genetic Programming
• The Art of Computer Programming (fascicles, mostly volume 4)
• Programming Pearls
• Algorithms for Programmers: Ideas and Source Code
• Sequential and parallel sorting algorithms
• Text Algorithms

Theoretical Computer Science

• Structure and Interpretation of Computer Programs
• Programming Languages: Application and Interpretation
• Introduction to Computing
• An Introduction to the Theory of Computation
• Think Complexity - Allen B. Downey

Operating systems

• The Art of Unix Programming
• The Little Book of Semaphores - Allen B. Downey
• Operating Systems and Middleware (PDF and LaTeX)
• Practical File System Design:The Be File System(PDF) - Dominic Giampaolo

Database

• Database Fundamentals (PDF)
• Database-backed Web Sites

Networking

• High-Performance Browser Networking
• The TCP/IP Guide
• Understanding IP Addressing: Everything you ever wanted to know (PDF)
• ZeroMQ Guide
• Network Security Tools

Compiler Design

• Compiler Construction (PDF)
• Let's Build a Compiler
• Linkers and loaders
• Compiler Design: Theory, Tools, and Examples
• Practical and Theoretical Aspects of Compiler Construction (class lectures and slides)

Programming Paradigms

• Introduction to Functional Programming (class lectures and slides)
• Type Theory and Functional Programming

Parallel Programming

• How to Write Parallel Programs
• Is Parallel Programming Hard, And, If So, What Can You Do About It?

Software Architecture

• Seamless Object-Oriented Software Architecture
• Summary of the GoF Design Patterns
• How to write Unmaintainable Code
• OO Design
• Object-Oriented Reengineering Patterns
• Patterns and Practices: Application Architecture Guide 2.0
• The Definitive Guide to Building Code Quality
• Patterns of Software: Tales from the Software Community (PDF)
• Best Kept Secrets of Peer Code Review
• Domain Driven Design Quickly
• Essential Skills for Agile Development
• Guide to the Software Engineering Body of Knowledge
• Programming Reliable Systems (Joe Armstrong's PhD thesis)
• How to Design Programs
• NASA Manager Handbook for Software Development (PDF)
• NASA Software Measurement Handbook
• Don't Just Roll the Dice

Open Source Ecosystem

• Getting started with Open source development (PDF)
• Producing Open Source Software
• The Cathedral and the Bazaar
• The Architecture of Open Source Applications
• The Performance of Open Source Applications

Information Retrieval

• Introduction to Information Retrieval

Datamining

• Mining of Massive Datasets
• The Elements of Statistical Learning

Machine Learning

• Programming Computer Vision with Python
• A Course in Machine Learning
• Bayesian Methods for Hackers
• Computer Vision: Algorithms and Applications
• Bayesian Reasoning and Machine Learning
• Introduction to Machine Learning
• Gaussian Processes for Machine Learning
• Information Theory, Inference, and Learning Algorithms

Mathematics

• Think Bayes: Bayesian Statistics Made Simple - Allen B. Downey
• Think Stats: Probability and Statistics for Programmers (code written in Python) - Allen B. Downey
• Mathematical Logic - an Introduction (PDF)
• Bayesian Methods for Hackers
• Introduction to Statistical Thought
• Mathematics for Computer Science
• Category Theory for Computing Science
• Essentials of Metaheuristics by Sean Luke

Misc

• 97 Things Every Programmer Should Know
• 97 Things Every Programmer Should Know - Extended
• How to Think Like a Computer Scientist
• I Am a Bug
• Learn to Program
• Foundations of Programming
• Communicating Sequential Processes (PDF) - Tony Hoare
• Come, Let's Play: Scenario-Based Programming Using Live Sequence Charts
• Computer Musings (lectures by Donald Knuth)
• How Computers Work
• Data-Intensive Text Processing with MapReduce (PDF)
• Designing Interfaces by Jennifer Tidwell
• Digital Signal Processing For Engineers and Scientists
• Distributed systems for fun and profit
• Flow based Programming
• Getting Real
• Modeling Reactive Systems with Statecharts
• PNG: The Definitive Guide
• Pointers And Memory
• Project Oberon (PDF)
• Security Engineering
• Small Memory Software
• Introduction to High-Performance Scientific Computing - Victor Eijkhout
• Object-Oriented Reengineering Patterns - Serge Demeyer, Stéphane Ducasse and Oscar Nierstrasz
• High-Performance Scientific Computing (class lectures and slides)

MOOC

• MIT OCW
• Coursera
• Udacity

Ada

• Ada 95: The Craft of Object-Oriented Programming
• Ada Distilled
• Ada for Software Engineers

Android

• Google Android Developer Training
• Coreservlets Android Programming Tutorial
• Expert Android and Eclipse development knowledge

Autotools

• GNU Autoconf, Automake and Libtool
• Autotools Mythbuster

ASP.NET MVC

• ASP.NET MVC Music Store
• NerdDinner Walkthrough

Assembly Language

• Paul Carter's Tutorial on x86 Assembly
• Professional Assembly Language (PDF)
• Programming from the Ground Up (PDF)
• Software optimization resources by Agner Fog
• The Art of Assembly Language Programming
• x86 Assembly
• Ralf Brown's Interrupt List

Bash

• Advanced Bash-Scripting Guide
• Bash Guide for Beginners by Machtelt Garrels
• Lhunath's Bash Guide
• The Command Line Crash Course (also a Powershell reference)

C

• Beej's Guide to C Programming
• Beej's Guide to Network Programming
• The C book
• Essential C
• Learn C the hard way
• The new C standard - an annotated reference
• Object Oriented Programming in C (PDF)
• C Programming - Wikibooks

C++

• C++ Annotations
• C++ GUI Programming With Qt 3
• CS106X Programming Abstractions in C++
• Matters Computational: Ideas, Algorithms, Source Code, by Jorg Arndt
• Software optimization resources by Agner Fog
• Thinking in C++, Second Edition
• How To Think Like a Computer Scientist: C++ Version - Allen B. Downey
• Also see: The Definitive C++ Book Guide and List

Clojure

• A Brief Beginner’s Guide To Clojure
• Clojure - Functional Programming for the JVM
• Clojure Cookbook
• Clojure for the Brave and True
• Clojure Programming
• The Clojure Style Guide
• Data Sorcery with Clojure
• Modern cljs

CoffeeScript

• Smooth CoffeeScript
• The Little Book on CoffeeScript

ColdFusion

• CFML In 100 Minutes
• Learn CF in a Week

D

• Programming in D

DTrace

• IllumOS Dynamic Tracing Guide

DB2

• Getting started with DB2 Express-C (PDF)
• Getting started with IBM Data Studio for DB2 (PDF)
• Getting started with IBM DB2 development (PDF)

Delphi / Pascal

• Essential Pascal Version 1 and 2

Django

• Djen of Django
• Django by Example

Elasticsearch

• Exploring Elasticsearch

Emacs

• GNU Emacs Manual, 17th Edition, v. 24.2
• An Introduction to Programming in Emacs Lisp, 3rd Edition

Erlang

• Learn You Some Erlang For Great Good

Flask

• The Flask Mega-Tutorial

Flex

• Getting started with Adobe Flex (PDF)

F Sharp

• F Sharp Programming in Wikibooks
• Real World Functional Programming (MSDN Chapters)
• Programming Language Concepts for Software Developers (PDF)

Forth

• Starting Forth
• Thinking Forth
• Programming Forth
• A Beginner's Guide to Forth
• And so Forth...
• Thoughtful Programming and Forth

Git

• Pro Git
• Gitmagic
• Git From The Bottom Up (PDF)
• Git internals
• Git Magic
• Git Reference

Go

• The Go Tutorial
• Go by Example
• Learning Go
• An Introduction to Programming in Go
• Network programming with Go

Grails

• Getting Started with Grails

Hadoop

• Programming Pig - Alan Gates

Haskell

• Haskell and Yesod
• Learn You a Haskell
• Natural Language Processing for the Working Programmer
• Parallel and Concurrent Programming in Haskell
• Real World Haskell
• Wikibook Haskell
• Yet Another Haskell Tutorial (PDF)
• Haskell no panic
• A Gentle Introduction to Haskell (HTML/PDF)

HTML / CSS

• Dive Into HTML5 (PDF)
• GA Dash
• HTML Dog Tutorials
• HTML5 Canvas - Steve Fulton & Jeff Fulton
• HTML5 for Publishers - Sanders Kleinfeld
• Learn CSS Layout

Icon

• The Implementation of the Icon Programming Language

IDL

• Getting Started with IDL
• Guide to Using IDL for Astronomers

Java

• Artificial Intelligence - Foundation of Computational Agents
• Data Structures and Algorithms with Object-Oriented Design Patterns in Java
• Category wise tutorials - J2EE
• Think Java: How to Think Like a Computer Scientist - Allen B. Downey
• Introduction to Programming Using Java - David J. Eck
• Java Application Development on Linux by Carl Albing and Michael Schwarz (PDF)
• The Java EE6 Tutorial (PDF)
• Java Thin-Client Programming
• Learning Java - Patrick Niemeyer
• OSGi in Practice (PDF)
• Sun's Java Tutorials
• Thinking in Java

JavaScript

• Crockford's JavaScript
• Eloquent JavaScript
• Essential Javascript & jQuery Design Patterns for Beginners
• JavaScript Bible
• JavaScript Essentials
• jQuery Fundamentals (starts with JavaScript basics)
• Mozilla Developer Network's JavaScript Guide
• JavaScript Allongé
• Learning JavaScript Design Patterns
• O'Reilly Programming JavaScript Applications - Early Release
• The JavaScript Tutorial
• AngularJS in 60 Minutes

Backbone.js

• Developing Backbone.js Applications

D3.js

• Interactive Data Visualization for the Web

Node.js

• Mastering Node.js
• Mixu's Node Book
• The Node Beginner Book
• Up and Running with Node

LaTeX

• The Not So Short Introduction to LaTeX
• LaTeX Wikibook

Linux

• Advanced Linux Programming
• GNU Autoconf, Automake and Libtool
• GTK+/Gnome Application Development
• The Linux Development Platform (PDF)
• Linux Device Drivers by Jonathan Corbet, Alessandro Rubini, and Greg Kroah-Hartman
• The Linux Kernel Module Programming Guide
• Secure Programming for Linux and Unix
• Linux from Scratch
• What Every Programmer Should Know About Memory

Lisp

• Common Lisp the Language, 2nd Edition
• Common Lisp: A Gentle Introduction to Symbolic Computation - David S. Touretzky
• Common Lisp Quick Reference
• Let Over Lambda - 50 Years of Lisp
• Natural Language Processing in Lisp
• On Lisp
• Practical Common Lisp
• Successful Lisp: How to Understand and Use Common Lisp - David Lamkins
• Sketchy LISP - Nils Holm

Lua

• Programming In Lua (for version 5)
• Programming Gems
• Lua 5.1 Reference Manual

Mathematica

• Mathematica® programming: an advanced introduction by Leonid Shifrin

Maven

• Better Builds with Maven
• Maven by Example
• Maven: The Complete Reference
• Repository Management with Nexus
• Developing with Eclipse and Maven

Mercurial

• Mercurial: The Definitive Guide
• HGInit - Mercurial Tutorial by Joel Spolsky

.NET (C# / VB / Nemerle / Visual Studio)

• C# Essentials
• C# Programming - Wikibook
• C# Yellow Book (intro to programming)
• Charles Petzold's .NET Book Zero
• Data Structures and Algorithms with Object-Oriented Design Patterns in C#
• Entity Framework
• Moving to Microsoft Visual Studio 2010
• Nemerle
• Programmer's Heaven C# School Book (covers C# 1.0 and 2.0)
• Threading in C#
• Visual Basic Essentials
• Visual Studio Tips and Tricks (VS 2003-2005 only)

NoSQL

• CouchDB: The Definitive Guide
• The Little MongoDB Book
• The Little Redis Book
• The Little Riak Book
• Graph Databases

Oberon

• Programming in Oberon (PDF)
• Object-Oriented Programming in Oberon-2 (PDF)

Objective-C

• Programming With Objective-C
• Object-Oriented Programming with Objective-C

OCaml

• Introduction to Objective Caml (PDF)
• Objective Caml for Scientists (first chapter only)
• Unix System Programming in OCaml
• Developing Applications With Objective Caml
• Real World OCaml
• Think OCaml - Allen B. Downey and Nicholas Monje

OpenSCAD

• OpenSCAD User Manual

Oracle Server

• Oracle's Guides and Manuals

Oracle PL/SQL

• PL/SQL Language Reference
• PL/SQL Packages and Types Reference
• Steven Feuerstein's PL/SQL Obsession - Videos and Presentations

Parrot / Perl 6

• Using Perl 6 (work in progress)

Perl

• Beginning Perl
• Embedding Perl in HTML with Mason
• Essential Perl
• Extreme Perl
• Higher-Order Perl
• The Mason Book
• Modern Perl 5
• Perl & LWP
• Perl for the Web
• Perl Free Online EBooks (meta-list)
• Learning Perl The Hard Way
• Practical mod_perl
• Web Client Programming with Perl

PHP

• PHP Essentials
• PHP: The Right Way
• Practical PHP Programming (wiki containing O'Reilly's PHP In a Nutshell)
• Symfony2
• Zend Framework: Survive the Deep End
• Laravel Framework
  • Official Documentation (Offline Version)
  • Code Happy (Laravel 3 Starter Book)
  • Code Bright (Laravel 4 Starter Book)
• Drupal Framework
  • Drupal 6
  • Drupal 7
    • The Tiny Book of Rules
    • Master Drupal in 7 hours
  • Drupal 8
• PHP Internals Book

PowerShell

• Mastering PowerShell

Processing

• The Nature of Code: Simulating Natural Systems with Processing

Prolog

• Adventure in Prolog
• Applications of Prolog
• Building Expert Systems in Prolog
• Introduction to Prolog for Mathematicians
• Learn Prolog Now!
• Logic, Programming and Prolog (2ed)
• Natural Language Processing in Prolog
• Natural Language Processing Techniques in Prolog
• Prolog Programming A First Course
• Prolog Techniques
• Simply Logical
• Visual Prolog 7.2 for Tyros

PostgreSQL

• Practical PostgreSQL

Python

• Byte of Python
• Data Structures and Algorithms in Python
• Dive into Python
• Dive into Python 3
• Hacking Secret Cyphers with Python - Al Sweigart
• Hitchiker's Guide to Python!
• How to Think Like a Computer Scientist: Learning with Python
• Invent Your Own Computer Games With Python - Al Sweigart
• Learn Python The Hard Way
• Natural Language Processing with Python
• Porting to Python 3: An In-Depth Guide
• Python Bibliotheca
• Python Cookbook - David Beazley
• Python for Fun
• Python for Informatics: Exploring Information
• Python for you and me
• Snake Wrangling For Kids
• Think Python - Allen B. Downey

R

• The R Manuals
• The R Language
• R by example
• Introduction to Probability and Statistics Using R
• Advanced R Programming
• R practicals
• R for spatial analysis

Racket

• Programming Languages: Application and Interpretation
• The Racket Guide

Ruby

• The Bastards Book of Ruby
• Learn Ruby the hard way
• MacRuby: The Definitive Guide
• Mr. Neighborly's Humble Little Ruby Book
• Programming Ruby
• Why's (Poignant) Guide to Ruby (mirror)
• Ruby Hacking Guide

Ruby on Rails

• Ruby on Rails Tutorial: Learn Rails By Example
• Objects on Rails

Rust

• Rust for Rubyists

Sage

• The Sage Manuals
• Sage for Newbies
• Sage for Power Users

Scala

• Another tour of Scala
• Exploring Lift (published earlier as "The Definitive Guide to Lift", PDF)
• Lift
• Pro Scala: Monadic Design Patterns for the Web
• Programming in Scala, First Edition
• Programming Scala
• Scala By Example (PDF)
• Scala School by Twitter
• A Scala Tutorial for Java programmers (PDF)
• Xtrace

Scheme

• Concrete Abstractions: An Introduction to Computer Science Using Scheme
• The Scheme Programming Language Edition 3, Edition 4
• Simply Scheme: Introducing Computer Science
• Teach Yourself Scheme in Fixnum Days

Sed

• Sed - An Introduction and Tutorial

Smalltalk

• Dynamic Web Development with Seaside
• Free Online Smalltalk Books (meta-list)
• Squeak By Example (Smalltalk IDE)

Subversion

• Subversion Version Control (PDF)
• Version Control with Subversion

SQL (implementation agnostic)

• Developing Time-Oriented Database Applications in SQL
• Use The Index, Luke!: A Guide To SQL Database Performance
• Learn SQL The Hard Way

SQL Server

• Introducing Microsoft SQL Server 2008 R2
• Introducing Microsoft SQL Server 2012
• SQL Server 2012 Tutorials: Reporting Services

Teradata

• Teradata Books

Theory

• Networks, Crowds, and Markets: Reasoning About a Highly Connected World

Vim

• A Byte of Vim
• Vim Recipes
• Vi Improved -- Vim by Steve Oualline
• Learn Vimscript the Hard Way

Websphere

• Getting started with WebSphere (PDF)

Windows Phone

• Programming Windows Phone 7