Open Library

If you're interested in joining or starting a project at Exohood Labs, we have links to resources on coding, math and science.
AI
​Paradigms of Artificial Intelligence Programming: Case Studies in Common Lisp by Peter Norvig
Machine Learning
​A Course in Machine Learning by Hal Daumé III
​Algorithms for Decision Making by Mykel J. Kochenderfer, Tim A. Wheeler, and Kyle H. Wray
​Deep Learning by Ian Goodfellow, Yoshua Bengio and Aaron Courville
​Deep Learning Interviews Second Edition by Shlomo Kashani
​Dive into Deep Learning Compiler​
​Machine Learning Engineering Book by Andriy Burkov
​Mathematics for Machine Learning by Marc Peter Deisenroth, A. Aldo Faisal, and Cheng Soon Ong
​Physics-based Deep Learning by N. Thuerey, P. Holl, M. Mueller, P. Schnell, F. Trost, K. Um
​The Hundred Page Machine Learning Book by Andriy Burkov
Computer Games AI
​Game AI Pro by Steve Rabin
​Programming Starcraft AI by Peter Kis
Algorithms
​Algorithms by Jeff Erickson
​Algorithms for Optimization by Mykel J. Kochenderfer and Tim A. Wheeler
​Algorithms for Modern Hardware by Sergey Slotin
​The Arcane Algorithm Archive​
​Competitive Programming Algorithms​
​Competitive Programmer's Handbook by Antti Laaksonen
​Exact String Matching Algorithms by Christian Charras and Thierry Lecroq
​Introduction to High Performance Scientific Computing by Victor Eijkhout with Edmond Chow and Robert van de Geijn
​Principles of Algorithmic Problem Solving by Johan Sannemo
​Problem Solving with Algorithms and Data Structures using Python by Brad Miller and David Ranum
Command line and tools
​Curl Cookbook​
​Curl Exercises by Julia Evans
​How I'm still not using GUIs: A guide to the terminal by Lucas Fernandes da Costa
​The Linux Command Handbook by Flavio Copes
Compilers and Interpreters
​Build Your Own Lisp by Daniel Holden
​Crafting Interpreters by Robert Nystrom
​Creating the Bolt Compiler by Mukul Rathi
​How Clang Compiles a Function by John Regehr
​How LLVM Optimizes a Function by John Regehr
​Let's Build a Compiler by Jack Crenshaw
Let's Write a Compiler by Brian Robert Callahan
​Part 1: Introduction, selecting a language, and doing some planning​
​Part 2: A lexer​
​Part 3: A parser​
​Part 4: Testing​
​Part 5: A code generator​
​Part 6: Input and output​
​Part 7: Arrays​
​Part 8: Strings, forward references, and conclusion​
​Make A Language - A series about making a programming language called Eldiro using the Rust programming language.
Computer Graphics
​3D Game Shaders For Beginners​
​3D Math Primer for Graphics and Game Development by Fletcher Dunn and Ian Parberry
​A Primer on Bézier Curves​
​Computer Graphics from Scratch by Gabriel Gambetta
​Curves and Surfaces by Bartosz Ciechanowski
GPU Gems Books Series
​GPU Gems​
​GPU Gems 2​
​GPU Gems 3​
​GPU Performance for Game Artists by Keith O’Conor
​I Am Graphics And So Can You - a series of blog posts about implementing a Vulkan renderer for Doom 3 by Dustin H. Land
​Learn Computer Graphics From Scratch​
​Learn OpenGL by Joey de Vries
Probability Theory for Physically Based Rendering by Jacco Bikker
​Part 1​
​Part 2​
​The Book of Shaders by Patricio Gonzalez Vivo and Jen Lowe
​Vulkan Guide​
​Vulkan Tutorial by Alexander Overvoorde
​WebGL2 Fundamentals​
Ray Tracing
​How to build a BVH by Jacco Bikker
​NVIDIA Vulkan Ray Tracing Tutorials​
​Physically Based Rendering: From Theory To Implementation by Matt Pharr, Wenzel Jakob, and Greg Humphreys
​Ray Tracing Gems by Eric Haines and Tomas Akenine-Möller
​Ray Tracing Gems II by Adam Marrs, Peter Shirley, and Ingo Wald
​Ray Tracing in One Weekend: The Book Series by Peter Shirley
​Vulkan Raytracing Tutorials​
Computer Networks and Network Programming
​An Introduction to Computer Networks by Peter L. Dordal
​Computer Networks: A Systems Approach by Larry Peterson and Bruce Davie
​Computer Network Tutorials​
​HTTP2 Explained by Daniel Stenberg
​HTTP/3 explained by Daniel Stenberg
​Networking 101 by Internal Pointers
​REST Servers in Go by Ely Bendersky
Cryptography
​A Graduate Course in Applied Cryptography by Dan Boneh and Victor Shoup
​Practical Cryptography for Developers by Svetlin Nakov
Databases
​The Theory of Relational Databases by David Maier
Design Patterns
​Data-Oriented Design by Richard Fabian
​Design Patterns & Refactoring SourceMaking
​From design patterns to category theory by Mark Seemann
​Game Programming Patterns by Robert Nystrom
​The Architecture of Open Source Applications​
Distributed systems
​Testing Distributed Systems - Curated list of resources on testing distributed systems by Andrey Satarin.
Game Programming
​2D Game Development: From Zero To Hero by Daniele Penazzo
​Gentle Introduction to Realtime Fluid Simulation for Programmers and Technical Artists by Shahriar Shahrabi
​Retro Rampage a tutorial series in which you will learn how to build a Wolfenstein-like game from scratch, in Swift by Nick Lockwood
​Reverse engineering the rendering of The Witcher 3​
​Scroll Back: The Theory and Practice of Cameras in Side-Scrollers by Itay Keren
GUI Programming
​A Book about Qt5​
​Sol on Immediate Mode GUIs​
Hardware
​Modern Microprocessors: A 90-Minute Guide! by Jason Robert Carey Patterson
​Processor Design: An Introduction​
Logical Games
​Hex: A Strategy Guide by Matthew Seymour
Math
​A Gentle Introduction to Tensors by Boaz Porat
​A Programmer's Introduction to Mathematics by Jeremy Kun
​An Infinitely Large Napkin by Evan Chen
​Approved Textbooks of the American Institute of Mathematics​
​Book of Proof, Third Edition by Richard Hammack
​Books by Dr. Kenneth Kuttler​
​Calculus Made Easy by Silvanus P. Thompson​
​Euclid's Elements​
​Paul's Online Math Notes by Paul Dawkins
Algebra
​Algebra: An Elementary Text-Book by George Chrystal​
​Immersive Linear Algebra by J. Ström, K. Åström, and T. Akenine-Möller
​Interactive Linear Algebra by Dan Margalit and Joseph Rabinoff
​Intermediate Algebra by Saylor Academy
Category Theory
​Category Theory for Programmers by Bartosz Milewski
​Category Theory Illustrated by Boris Marinov
​Category Theory: Lecture Notes and Online Books - collection by Peter Smith
Probability and Statistics
​Digital textbook on probability and statistics by Marco Taboga
​Introduction to Probability for Data Science by Stanley H. Chan
​Markov Chains for programmers by Ricardo M. Czekster
​Seeing Theory - a book about statistics with interactive visualizations by Daniel Kunin, Jingru Guo, Tyler Dae Devlin, and Daniel Xiang
Theoretical Computer Science
​Foundations of Computer Science by Alfred V. Aho and Jeffrey D. Ullman​
​Introduction to Theoretical Computer Science by Boaz Barak​
Multithreading and Concurrency
​Is Parallel Programming Hard, And, If So, What Can You Do About It? by Paul E. McKenney
​POSIX Threads Programming by Blaise Barney
​The Little Book of Semaphores by Allen B. Downey
Operating Systems
​Linux Insides by 0xAD
​Making our own executable packer by Amos
​Operating Systems: Three Easy Pieces by Remzi H Arpaci-Dusseau and Andrea C Arpaci-Dusseau
​Systems Programming: Lecture Notes by Jian Huang
​The Linux Documentation Project​
​Writing a Simple Operating System — from Scratch by Nick Blundell
​Writing an OS in Rust by Philipp Oppermann
Physics
​A free introduction to quantum computing and quantum mechanics by Andy Matuschak and Michael Nielsen
​Motion Mountain by Christoph Schiller - A free physics textbook in 5 volumes.
​Relativity: A Modern Primer by Kevin Han
​Structure and Interpretation of Classical Mechanics, Second Edition by Gerald Jay Sussman and Jack Wisdom​
​The Feynman Lectures on Physics​
Programming languages
Assembly
​A fundamental introduction to x86 assembly programming by Nayuki
​Learn Assembly Language - NASM x86 assembly language tutorial on Linux.
Let's Learn x86-64 Assembly!
​Part 0 - Setup and First Steps​
​Part 1 - Metaprogramming in Flat Assembler​
​Part 2 - We're Writing a Virtual Machine​
​Part 3 - Arithmetic and Logic​
​NASM Tutorial​
Basic
​BBC BASIC for SDL 2.0​
C
​Coroutines in C by Simon Tatham
​How Does a C Debugger Work?​
​The Lost Art of Structure Packing by Eric S. Raymond
​Unicode programming, with examples by Joe Nelson
C++
​Awesome Modern C++​
​Beginner's Guide to Linkers by David Drysdale
​Hacking C++​
​C++20 Coroutines: sketching a minimal async framework by Jeremy Ong
​C++20 Concepts: The Definitive Guide by Rajat Jain
​C++ exceptions under the hood by Nicolás Brailovsky
​Microsoft C++ language documentation​
​Performance Analysis and Tunning on Modern CPUs by Denis Bakhvalov
Clojure
​Clojure Concurrency Tutorial by Eric Normand
​Clojure for the Brave and True by Daniel Higginbotham
Common Lisp
​Practical Common Lisp by Peter Seibel
​The Common Lisp Cookbook​
D
​Programming in D by Ali Çehreli
Erlang
​Learn You Some Erlang for great good! by Fred Hebert
Go
​Network Programming with Go by Jan Newmarch
​Practical Go Lessons by Maximilien Andile
Haskell
​Learn You a Haskell for Great Good! by Miran Lipovača
​Monday Morning Haskell​
​Real World Haskell by Bryan O'Sullivan, Don Stewart, and John Goerzen
JavaScript
​Eloquent JavaScript by Marijn Haverbeke
​The Modern JavaScript Tutorial by Ilya Kantor
Nim
​Computer Programming with the Nim Programming Language by Dr. Stefan Salewski
OCaml
​Real World OCaml by Yaron Minsky, Anil Madhavapeddy and Jason Hickey
Pascal
​Modern Object Pascal Introduction for Programmers by Michalis Kamburelis
Pyret
​Programming and Programming Languages​
Python
​Automate the Boring Stuff with Python by Al Sweigart
​Composing Programs by John DeNero
​Learn Python the Right Way​
​Scientific Visualization: Python + Matplotlib by Nicolas Rougier
Racket
​Beautiful Racket by Matthew Butterick
​How to Design Programs, Second Edition by Matthias Felleisen, Robert Bruce Findler, Matthew Flatt, Shriram Krishnamurthi
Regular expressions
​Implementing Regular Expressions by Russ Cox
​Learn RegEx step by step, from zero to advanced​
​RegexOne​
​Regular-Expressions.info by Jan Goyvaerts
​Rex Eats Regular Expressions for Breakfast​
Rust
​A Gentle Introduction to Rust by Steve Donovan
​Exploring ways to make async Rust easier by Carl Lerche
​Rust Language Cheat Sheet​
​Things you can’t do in Rust (and what to do instead)​
Scheme
​Structure and Interpretation of Computer Programs by Harold Abelson and Gerald Jay Sussman with Julie Sussman
Retrocomputing
​An Afterlife User's Guide to the C64 by Gregorio Naçu
​Famicom Party: Making NES Games in Assembly by Kevin Zurawel
​First Steps in Z80 Assembly Language by Darryl Sloan
​How to Write ZX Spectrum Games by Jonathan Cauldwell
​Learn Multiplatform Assembly Programming by ChibiAkumas
​The Lost Ways of Programming: Commodore 64 BASIC by Tomas Petricek
​Z80 User's Manual​
Reverse engineering
​Reverse Engineering for Beginners by Dennis Yurichev
​Reversing for dummies - x86 assembly and C code by Sami Alaoui
​Linux Reverse Engineering CTFs for Beginners​
Robotics
​Modern Robotics: Mechanics, Planning, and Control by Kevin M. Lynch and Frank C. Park
​Underactuated Robotics by Russ Tedrake
Text editors
​Build Your Own Text Editor​
​Learn Vim (the Smart Way) by Igor Irianto
​The Vi/Ex Editor by Walter Alan Zintz
​Vim Reference Guide by Sundeep Agarwal
Version control tools
​Git from the Bottom Up by John Wiegley
​Learn the workings of Git, not just the commands by Andre Fachat
Emulators and Virtual Machines
​Write your Own Virtual Machine​
​Writing NES emulator in Rust by Rafael Bagmanov
Web programming
​Intro to Web Dev​
​FastCGI — The Forgotten Treasure by Peter Simons and Ralph Babel
Other
​Beej's Guides​
​Computer Science from the Bottom Up by Ian Wienand
​How These Things Work - a book about abstraction
​Memory Management Reference​
​Teach Yourself Computer Science​
Last modified 1mo ago