Awesome Lists with GitHub stars

Awesome Creative Coding

Carefully curated list of awesome creative coding resources primarily for beginners/intermediates.

Creative coding is a different discipline than programming systems. The goal is to create something expressive instead of something functional. Interaction design, information visualization and generative art are all different types of creative coding – which has become a household term describing artworks articulated as code.

Please read the contribution guidelines before contributing.

Books
Online Books
Courses
Tools
Learning Resources
Communities
- Subreddits
- Slack
- Other
Math
Machine learning • Computer Vision • Ai
Inspiration
Events
Schools • Workshops
Blogs • Websites
Related

Books

Generative Art: A Practical Guide - Practical guide using Processing.
Generative Design - Visualize, Program, and Create with Processing.
The Nature of Code - Simulating natural systems with Processing.
Programming Design Systems - Practical introduction to the new foundations of graphic design.
Learning Modern 3D Graphics Programming - Series of tutorials on using OpenGL to do graphical rendering.
Programming Interactivity - Designer’s Guide to Processing, Arduino, and openFrameworks.
openFrameworks Essentials - openFrameworks beginner Guide for programmer, visual artist, or designer.
Mastering openFrameworks: Creative Coding Demystified - Advanced in depth guide to openFrameworks.
Algorithms for Visual Design Using the Processing Language - Experiment with design problems to create 3D animations, GUIs, and more.
Foundation HTML5 Animation with JavaScript - Everything you need to know to create animation using the HTML5 canvas.
Playing with chaos - Programming Fractals and Strange Attractors in JavaScript.
Ray Tracing in One Weekend - Mini book about Ray Tracing.
Processing 2: Creative Programming Cookbook - Guides you to explore the Processing environment using practical and useful recipes.
Data-driven Graphic Design - Creative Coding for Visual Communication.
Real-Time Rendering - Learn how to use modern techniques to generate synthetic three-dimensional images in a fraction of a second.
Graphics Shaders: Theory and Practice - Introduction to shader programming in general, but focusing on the GLSL shading language.
Anton’s OpenGL 4 Tutorials - Practical guide to starting 3d programming with OpenGL.
Physics for JavaScript Games, Animation, and Simulations - Teaches JavaScript programmers how to incorporate real physics into their HTML5 games, animations, and simulations.
Math for Programmers - Book teaches you to solve mathematical problems in code.
Synthèse d’images avec OpenGL (ES) - Book in french, which covers OpenGL, OpenGL ES and WebGL.
Hands-On Music Generation with Magenta - Explore the role of deep learning in music generation and assisted music composition.

Online Books

The Book of Shaders - Step-by-step guide through the abstract and complex universe of fragment shaders.
WebGL Fundamentals - WebGL from the ground up. No magic.
WebGL 2 Fundamentals - WebGL2 from the ground up. No magic.
Learn OpenGL - Extensive tutorial resource for learning Modern OpenGL.
Scratchapixel 2.0 - Learn Computer Graphics From Scratch.
ofBook - Community-written book/guide on openFrameworks.
OGLdev - Collection of modern OpenGL tutorials by Etay Meiri.
OpenGL Tutorial - Site dedicated to tutorials for OpenGL 3.3 and later.
Open.gl - Guide that teach you the basics of using OpenGL.
Pixel Shaders - Interactive Introduction to Graphics Programming.
OpenGLBook - Free OpenGL programming tutorial in online book format.
Graphics Programming Projects - Book about 3D computational graphics by Morgan McGuire.
On Generative Algorithms - Notes about generating various organic patterns, with examples and Python code, by Anders Hoff.
Computer Graphics from Scratch - A raytracing and rasterization textbook that teaches you how OpenGL and DirectX works.
A Primer on Bézier Curves - A free book for when you really need to know how to do Bézier things.
3D Game Shaders For Beginners - Step-by-step guide to real-time shading techniques.
XEM WebGL Guide - Step-by-step guide to WebGL.
Creative Coding Notebooks - An authorial set of fundamental Python recipes on Creative Coding and Computer Art, by Diego Inácio.
WebGL Academy - Learn WebGL and 3D algorithmic in a progressive and interactive way.

Courses

Create 3D Graphics in JS Using WebGL - Get started creating content with WebGL without any frameworks.
Learn HTML5 Graphics and Animation - Introduction to the canvas 2D drawing API.
Interactive 3D Graphics - Udacity course that teach you the principles of 3D computer graphics.
Interactive Computer Graphics - Computer graphics course from Coursera.
Kadenze Creative Coding - Selection of Kadenze courses covering p5.js, TensorFlow, Max/Jitter, and ChucK.
Creative Programming for Digital Media & Mobile Apps - Coursera course on creative coding with processing.
Imaginary Institute - Learn how to create gorgeous interactive graphics.
Future Learn: Creative Coding - Use computer programming as a creative discipline to generate sounds, images, animations and more.
Intro to JS: Drawing & Animation - Use JavaScript and the ProcessingJS library to create drawings and animations.
Advanced JS: Natural Simulations - Combine JS, ProcessingJS, and mathematical concepts to simulate nature in your programs
Interactive Data Visualization with Processing - Learn how to read, map, and illustrate data with Processing.
Programming Data Visualizations: A Coding Toolkit for Processing - Join information designer Nicholas Felton in the world of Processing.
Introduction to Data Visualization - Join Nicholas Felton for a smart, comprehensive, and inspiring intro to data visualization.
Programming Graphics I, 2, 3 - Learn generative art and Processing with art with Joshua Davis.
Creative Coding with Canvas & WebGL - Workshop by Matt DesLauriers. that teaches you about generative art, interactive animations, 3D graphics, and shaders.
Advanced Creative Coding with WebGL & Shaders - Workshop by Matt DesLauriers that go deeper into graphics programming, math and shaders.
Three.js Journey - This course by Bruno Simon will teach you the secrets to create the coolest WebGL websites with Three.js whether your are a beginner or an advanced developer.
3D Computer Graphics Programming - Learn all the theory and the math behind 3D graphics while creating a software renderer from scratch using the C programming language

Tools

Frameworks • Libraries • Ecosystems

Processing [Cross-platform] - Computer programming language and IDE for visual arts.
py5 [Cross-platform] - A library that intergrates Processing into the Python 3 ecossystem.
Cinder [Cross-platform] - Open source library for professional-quality creative coding in C++.
openFrameworks [Cross-platform] - Open source C++ toolkit for creative coding.
C4 [iOS] - Open-source creative coding framework for iOS.
Unity [Mac, Win] - Game engine, but useful for creative coding and installations.
Godot [Cross-platform] - Open source game engine, that can also be used for all sorts of things.
PlayCanvas [Cross-platform] - Open source, realtime collaborative WebGL engine.
hg_sdf [Cross-platform] - GLSL library for building signed distance functions.
nannou [Cross-platform] - Open-source creative coding framework for the Rust language.
thi.ng [Cross-platform] - Open source collection of computational design tools for JavaScript, TypeScript, Clojure and ClojureScript languages.
PixelKit [iOS, Mac] - Open source, live graphics, Swift framework, powered by Metal.
OPENRNDR [Cross-platform] - Open source library for creative coding written in Kotlin.
Phaser [Cross-platform] - HTML5 framework for building games, uses both a Canvas and WebGL renderer.
Canvas-sketch [Cross-platform] - HTML5 framework for making generative artwork in JavaScript and the browser.
AsyncGraphics [iOS, macOS] - Open source, live graphics, async / await, Swift package, powered by Metal.
Lygia [Cross-platform] - Granular and multi-language (GLSL, HLSL, WGSL, MSL and CUDA) shader library designed for performance and flexibility.
Fragment.tools [Cross-platform] - A web development environment for creative coding.

Visual Programming Languages

vvvv [Win] - Hybrid visual/textual live-programming environment for easy prototyping and development.
NodeBox [Mac, Win] - Cross-platform, node-based GUI for efficient data visualizations and generative design.
TouchDesigner [Mac, Win] - Visual development platform to create realtime projects.
Quartz Composer [Mac] - Development tool for processing and rendering graphical data.
Vuo [Mac] - Live interactive-media programming environment.
Max [Mac, Win] - Visual programming language for media.
Pure Data [Cross-platform] - Open source visual programming language for multimedia.
ossia score [Cross-platform] - Interactive, intermedia audio-visual sequencer.
tooll [Win] - Open source tool for creating interactive 3d content and animations.
XOD [Cross-platform] - Open source visual programming language and environment for microcontroller-based projects.
Isadora [Cross-platform] - Scene based media control software with integrated projection mapper.
cables [Cross-platform/Web] - Your model kit for creating beautiful interactive content. Currently in private beta, invites can be requested.
eternal [Web] - Programs as graphs and graphs as compositional tools for creation
Notch Builder [Win] - Node-based authoring tool with a strong focus on real-time graphics. Currently in beta.
JOY.JS - Realtime visual coding tool, easy to understand and aimed at beginners.
Circles [iPhone, iPad, Mac] - Live graphics node editor, powered by AsyncGraphics.
TIC-80 - Make pixel art style games and art on a 240*136 pixel screen.

Sound Programming Languages

SuperCollider [Multi-platform] - Platform for audio synthesis and algorithmic composition.
ChucK - Strongly-timed, concurrent, and on-the-fly music programming language.
TidalCycles - Domain specific language for live coding of pattern.
Sonic Pi - The live coding music synth for everyone.
Csound - A sound and music computing system.
Orca - Live coding environment to quickly create procedural sequencers.
handel - A small procedural programming language for writing songs in browser.
Overtone - An open source audio environment designed to explore new musical ideas from synthesis and instrument building to live-coding.
Melrōse - A MIDI producing environment for creating (live) music.
Glicol - Graph-oriented live coding language and music/audio DSP library written in Rust.

Web Programming • Libraries

three.js - JavaScript 3D library.
regl - Functional WebGL.
Stackgl - Open software ecosystem for WebGL, built on top of browserify and npm.
Paper.js - The swiss army knife of vector graphics scripting.
Pixi.js - HTML 5 2D rendering engine that uses webGL with canvas fallback.
p5.js - JavaScript library that starts with the original goal of Processing.
Pts.js - JavaScript library for visualization and creative-coding.
Fabric.js - Javascript canvas library, SVG-to-canvas parser.
Maker.js - Parametric line drawing for SVG, CNC & laser cutters.
OpenJSCAD - Programmatic 3D modeling in JavaScript.
Sketch.js - Minimal JavaScript creative coding framework.
Two.js - Two-dimensional drawing api geared towards modern web browsers.
ClayGL - WebGL graphic library for building scalable Web3D applications.
Proton - A lightweight and powerful javascript particle engine.
lightgl.js - A lightweight WebGL library.
picogl.js - A minimal WebGL 2 rendering library.
Alfrid - A WebGL tool set.
Babylon.js - complete JavaScript framework for building 3D games with HTML 5 and WebGL.
twigl - A Tiny WebGL helper Library.
luma.gl - WebGL2 Components for Data Visualization.
css-doodle - A web component for drawing patterns with CSS.
OGL.js - JavaScript 3D library (WebGL).
Zdog - A pseudo-3D engine for canvas & SVG.
Oimo.js - Lightweight 3d physics engine for javascript
Ammo.js - Direct port of the Bullet physics engine to JavaScript using Emscripten.
Theatre.js - Motion design library with visual tools
GraphicsJS - A lightweight open-source JavaScript library for graphics and animations (SVG/VML).

Projection Mapping • VJing

MadMapper [Mac] - Video mapping projections and Light mapping.
VDMX [Mac] - Realtime multimedia performance application.
Modul8 [Mac] - Real time video mixing and compositing.
Resolume [Mac, Win] - Mixing of digital video and effects in a realtime.
CoGe VJ [Mac] - VJ software designed for realtime HD video mixing and compositing with a modular user interface.
VirtualMapper - Realtime preview tool for projection mapping.
Millumin [Mac] - A software to create and perform interactive audiovisual shows.
Smode [Win] - A real-time 2D/3D creation, compositing and video-mapping engine.
Veejay [Linux] - A live performance tool featuring simple non-linear editing and mixing from multiple sources (files, devices, streams…)

Online

Shadertoy - Build and share shaders with the world and get inspired.
Shader Park - A JavaScript library for creating interactive procedural 2D and 3D shaders.
GLSL Sandbox - Online shader editor and gallery.
Shdr Editor - Online shader editor.
CodePen - Show case of advanced techniques with editable source code.
Shadershop - Interface for programming GPU shaders.
Vertexshaderart - Online shader editor and gallery.
Cyos - Online shader editor.
GlslEditor - Simple WebGL Fragment Shader Editor.
OpenProcessing - Create and experiment with algorithmic design, Processing and P5.js.
P5.js Editor - Online web editor for P5.js.
LiveCodeLab - Run-as-you-type tool for VJs, musicians, teachers, students, kids.
Turtletoy - Minimalistic API and online showcase for generative code. (Javascript)
ShaderGif - Open source home for art made with code (WebGL1/2, JavaScript Canvas & P5.js).
P5LIVE - p5.js live-coding environment.
NEORT - Digital art platform for creative coders (Fragment Shader, Javascript Canvas).
Shelly - Learn programming by issuing instructions to a turtle.
tixy.land - The most minimalist creative coding environment is alive.
BBC Micro bot - Run your tweet on an 8-bit computer emulator.
Hydra - Live code-able video synth and coding environment.

Hardware

Arduino - Open source microcontroller kits for building digital devices and interactive objects.
Raspberry Pi - Small single-board computers.
Puck.js - Open source JavaScript microcontroller you can program wirelessly.
BeagleBoard - Low-power open source single-board computers.
Makey Makey - Turn everyday objects into touchpads and combine them with the internet.
Leap Motion - Sensor device that supports hand and finger motions as input.
AxiDraw - Simple, modern, and precise pen plotter.
Phidgets - Sensors, input devices and controllers for computers.
Teensy - USB-based microcontroller development system.
Lightform - AR projection mapping with built-in depth sensor.

Other

Structure Synth [Cross-platform] - Application for generating 3D structures by specifying a design grammar.
F3 [Mac] - Powerful 3D design app that enables you to live code 3D form.
Fragment [Mac]- App to live code GLSL graphics.
ShaderTool [Win] - Modern shader IDE for programmers and FX artists.
Syphon [Mac] - Allows applications to share frames with one another in realtime.
KodeLife - Real-time GPU shader editor, live-code performance tool and graphics prototyping sketchpad.
ISF - GLSL shaders for use in interactive applications.
glslViewer - Live-coding console tool that renders GLSL Shaders.
shoebot [Cross-platform] - Shoebot is a creative coding environment designed for making vector graphics and animations with Python.
DrawBot [Mac] - Education oriented 2d graphics programming environment based on Python.
Klak - A collection of scripts for creative coding with Unity.
basil.js - Scripting (JS) in InDesign for designers and artists in the spirit of Processing.
Konstrukt [Cross-platform] - A commandline tool to generate different scaleable patterns as SVGs.

Learning Resources

Videos

The Coding Train - Daniel Shiffman makes videos about creative coding.
MFGD - Fragment Shaders - YouTube playlist about fragment shaders.
Shaders Laboratory - YouTube channel about shaders.
Makin’ Stuff Look Good - YouTube channel about shaders case studies.
openFrameworks Tutorial Series - YouTube series to learning openFrameworks
openFrameworks tutorial - YouTube playlist about openFrameworks - not updated [2015].
Shader Tutorial Series - YouTube playlist about Shaders, using Visual Studio Code.
Kha Tutorial Series - YouTube playlist about the Kha framework, built in Haxe.
Fun with WebGL 2.0 - YouTube playlist about WebGL 2.0.
Modern OpenGL 3.0+ Tutorials - YouTube playlist about modern OpenGL.
Vertexshaderart - YouTube playlist about vertex shaders.
Diving in Three.js - YouTube playlist diving into three.js.
Shadertoy Tutorials - YouTube playlist teaching you how to make shaders, starting with zero knowledge using shadertoy.
WebGL Lightning - Introduction to WebGL lightning with Greg Tatum.

Talks

Intro to WebGL Slides Video - Intro to WebGL with three.js.
Inigo Quilez Live - Collection of live coding videos by Íñigo Quílez.
There is also canvas - Bruno Imbrizi go through the use of canvas for creative coding at WebExpo 2016. Interactive slides here.
OpenGL 3D Game Tutorials - Beginners tutorial series about creating 3D games OpenG.
How We Do This Shit - Talk on how tech-based artists do this financially.
Making WebGL Dance - How I Learnt to Stop Worrying and Love Linear Algebra.
The Pixel Factory - Talk about WebGL, GPUs and Math by Steven Wittens.
Poetic Computation - Inspiring talk by Zach Lieberman.
Generative Machines - FITC talk by Matt DesLauriers about his passion for generative art.

Articles • Tutorials

Shaders • OpenGL • WebGL

Introduction to shaders - Part 1 of an introduction to shaders using threejs.
Three.js 101 - Introduction to three.js from a creative coder perspective.
lwjgl: Shaders - Shader tutorial in the context of lwjgl-basics.
Shaders: A primer - A primer on shaders.
Shaders: Second stage - The second part to the previous.
WebGL Lessons — Fragment Shaders - A brief introduction to fragment shaders.
WebGL Lessons — ThreeJS Shaders - Using custom vertex and fragment shaders in ThreeJS.
ThreeJS post-proces example - example of post-processing effects in ThreeJS.
Ray Marching and Signed Distance Functions - Introduction to ray tracing.
Introduction to Ray Tracing - A simple method for creating 3D images.
GLSL lighting walkthrough - Phong shading tutorial with glslify.
Three glslify example - Example on how to use three.js with glslify.
WebGL Beyond Dom - Greg Tatum explain the basic of WebGL using Regl.
FBO particles - Article about FBO/GPGPU particles by @nicoptere.
Ray marching (with THREE.js) - Article about ray marching with three.js by @nicoptere.
Custom shaders with Three.JS - Introduction to custom shaders, uniforms, textures and lighting in three.js.
An intro to modern OpenGL - First part of an introduction to modern OpenGL.
Modern OpenGL Series - Good introduction to some of the OpenGL terms.
Smooth minimum - Article about the smooth based primitive union.
Modeling with distance functions - Collection of distance functions in one centralized place.
Volumetric rendering - Explains how to create complex 3D shapes inside volumetric shaders.
Real-time Rendering - Book, blog and collection of resources regarding real-time rendering.
OpenGL 4 Shaders - Short and sweet introduction to OpenGL shaders by Anton Gerdelan.
On ray casting, ray tracing, ray marching and the like - The title says it all. Introduction by Adok.
Writing a small software renderer - Really good introduction to how basic software rendering works.
WebGL Tutorials - Website with a really good collection of WebGL tutorials.
Generating Geometry: 1, 2, 3 - Beginner introduction on how to create geometry object.
Into Vertex Shaders - Series of tutorials about WebGL, Three.js, and Three.bas.
The Spaces of WebGL - Brief overview over the different coordinate systems through out the 3D graphics pipeline.
WebGL Workshop - Short and sweet online introduction to WebGL.
THREE.js & instanced geometry - Fluffy predator with three.js and instanced geometry.
Particle Effects via Billboards - How to create a particle effects with billboarding and WebGL.
Beautifully Animate Points with WebGL and regl - How to create GPGPU particles with regl.
WebGL Tutorial: Directional Shadow Mapping without extensions - Introduction to the concepts behind real time directional light shadow mapping.
WebGL Quest - A tutorial and a list of useful resources to use WebGL raymarching and distance functions easily.
Exploring bump mapping with WebGL - Introduction to different bump mapping techniques.
OpenGL/GLSL Shader Programing - Deck on OpenGL/GLSL shader programing.
Particles in a Simplex Noise Flow Field - Perlin noise flow field tutorial.
Flow Fields, Part 1 - Introduction to flow fields also known as vector fields.
Flow Fields, Part 2 - Introduction to flow fields also known as vector fields.
Graphics for Games - Introduction to 3D graphics programming including shaders, math post-processing etc. from Newcastle University.
Three.js Basics - Introduction to Three.js by Eric Haines.
An Interactive Introduction to WebGL and three.js - Slides from the SIGGRAPH 2017 WebGL workshop.
How to Start Learning Computer Graphics Programming - Advice and thoughts on how to get started by Eric Arnebäck.
What Every Coder Should Know About Gamma - Deep dive into the importance of gamma.

Canvas

HTML Canvas Deep Dive - Profound introduction to the canvas API.
31 days of Canvas tutorials - Collection of canvas tutorials by Seb Lee-Delisle.

Hardware

Pen Plotter Art & Algorithms Part 1, 2 - How to use the AxiDraw pen plotter with JavaScript.

Other

Noise in Creative Coding - In-depth blog post about noise as an indispensable tool for creative coding.
Cat Like Coding - In depth tutorials on math, algorithms and Unity.
Fun Programming - Learn creative coding writing simple programs.
Creative-coding on iOS with C4 - Introduction to C4 published on Creative Applications.
COSMOS - An end-to-end tutorial on the design, programming and launch of an app using C4.
Particle Physics - Particle physics explained.
Visualizing Algorithms - Looks at the use of visualization to understand, explain and debug algorithms.
Adventures in Game Development World - Easy to understand collection of articles on game developement, but relevant to creative coding as well.
Amit’s Game Programming Information - Collection of resources on stuff like path-finding, Ai, math etc.
Tips to Improve Your Generative Artwork - Tips to make your art look better.
Working With Color in Generative Art - Tips on how to get color right.

Interactive

Shader-school - Workshop for GLSL shaders and graphics programming.
Webgl-workshop - The sequel to shader-school: Learn the WebGL API.
Fragment-oundry - Interactive fragment shader tutorial.
SDF Tutorial 1: box & balloon - Shadertoy tutorial on raytracing.
HOWTO: Ray Marching - Shadertoy tutorial on Ray Marching.
Raymarch Tutorial2 - Shadertoy raymarch tutorial.
GLSL 2D Tutorials - Shadertoy GLSL 2D Tutorial.
Bubble Breakdown - Shader breakdown by Perlin.
Let’s Make A Ray Marcher - Interactive Shader-Toy on writing a ray marcher.
Raymarching - Interactive Shader-Toy raymarching tutorial.

Quick References • Cheatsheets

Shaderific GLSL - OpenGL ES shading language reference.
The Book of Shaders Glossary - Shader glossary by theme.
gltut glossary pages: 1, 2, 3, 4, 5, 6, 7, 8 - OpenGL 3D programming glossary.
Canvas Cheatsheet - Quick and visual canvas cheatsheet.
WebGL Cheatsheet - WebGL 1.0 API reference card.
Glossary of Computer Graphics - Glossary of terms relating computer graphics.
GLSL Reference Guide - OpenGL Shading Language quick reference guide.
3D Maths Cheat Sheet - Math cheatsheet by Anton Gerdelan, from his OpenGL book.
docs.GL - Improvement of the official OpenGL documentation.
OpenGL Shading Language - Khronos Group GLSL wiki.
OpenGL 4.3 Reference Card - PDF Reference Card for the OpenGL 4.3 API.
Easings - Interactive easing functions cheatsheet.
PixelSpirit - GLSL library on the back of tarot cards, for learning and reference.
Procedural Patterns And Noises - Collection of procedural patterns and procedural noises.
Visual Noises - Visualize noise algorithms in 1D and 2D.
Trigonoparty - Simple trigonometry visualisation.
Morphogenesis - Exploration of how shapes, forms, and patterns emerge in nature.

Communities

Subreddits

r/creativecoding - Sharing and discussing the use of computer programming as a creative discipline.
r/raytraycing - Subreddit on raytracing.
r/opengl - News and discussion about OpenGL on all platforms.
r/graphicsprogramming - Subreddit on graphics programming.
r/processing - Subreddit on Processing.
r/shaders - Subreddit on shaders.
r/proceduralgeneration - Subreddit on procedural generation.
r/MachineLearning - Subreddit on machine learning.
r/generative - Subreddit on generative art and music.

Slack

Creative Coding Club - Creative Coding Club Slack.

Other

The Creative Coding Podcast - Iain and Seb discuss the ins and outs of creative coding.
realtimevfx.com - Real Time VFX Community.
Data Stories - Podcast on data visualization.
3D Programming Weekly Articles - Great collection of shader and math related resources.
Pass The Pen - A community of front-end developers who build collaborative creative coding projects on CodePen.
Creative Tech Weekly - A weekly newsletter of resources around creative technology.

Math

Math as code $GitHub Repo Stars$ $GitHub last commit$ - Cheat-sheet for mathematical notation in code form.
Coding Math - Teaches you the math you need to understand as a programmer.
Math snippets $GitHub Repo Stars$ $GitHub last commit$ - Math snippets with graphic programming in mind.
Formul Animations - The principles of painting with maths.
Learning Maths again - Collection of JS and GLSL math snippets.
Eases - Grab-bag of modular easing equations.
Math for Motion - Visualization of different motion equations.
Matrix Multiplication - Matrix multiplication visualized.
Algebra rules - The most useful rules of basic algebra.
Immersive Math - Fully interactive linear algebra.
Image Kernels - Interactive and visual introduction to image kernels.
Sine and Cosine - Interactive explination of sine and cosine.
Perlin Noise - Perlin noise explained in detail.
Vector Math for 3D Computer Graphics - Tutorial on vector algebra and matrix algebra from the viewpoint of computer graphics.
Desmos - Graph functions, plot data, evaluate equations, explore transformations, and much more.
MFGD - Math for game developers YouTube playlist.
Essence of linear algebra - Essence of linear algebra YouTube playlist.
Mathematics of Animation - Slides about the mathematics of animation (repo ).
Sketching with Math and Quasi Physics - Beautiful and visual introduction to math and quasi physics.
Gene Kogan: Perlin Noise - introduction to 2D and 3D perlin noise.
Matrix Math and You - High level introduction to matrices.
Mathematical Symbols - List of all mathematical symbols and signs.
The magnificent 2d matrix - Interactive tool to better understand transformation matrices.
Game Dev Movement cheatsheet with examples - JavaScript math snippets for movement.
Maths & trigonometry cheat sheet for 2D & 3D games - Maths cheat-sheet for 2D and 3D game-makers.
Matrices for Creative Coding - Introduction to matrices by Greg Tatum.
Making Things With Maths - Talk by Steven Wittens about bezier curves, procedural generation, physics engines and fractals.
MyPhysicsLab - Interactive real-time physics simulations, with formulars and code.
Intuitive Math - Explanations of fields like Linear Algebra and Geometry designed to help you develop a visual intuition for what is going on.
L-systems - A Haskell package for L-systems.
Linear Interpolation - Introduction to linear interpolation (also known as mix/lerp).
Practical use of Vector Math in Games - In-depth article on vectors for game math.
Shepherding random numbers - Tiny guide to shepherding random numbers.
Shepherding random grids - Tiny guide to shepherding random grids.
Shepherding random growth - Tiny guide to shepherding random growth.

Machine learning • Computer Vision • Ai

ml4a - Machine learning for artists.
Keras.js - Run Keras models (tensorflow backend) in the browser, with GPU support.
Tesseract.js - Pure Javascript Multilingual OCR.
Google ML - Cloud machine learning by Google.
TensorFlow - Open source software library for machine intelligence.
ConvNetJS - Deep Learning in your browser.
Wekinator - Allows anyone to use machine learning.
Machine Learning - Coding Train repo with links to machine learning resources.
CreativeAi.net - Space to share creative Ai projects.
AI Playbook - Ai microsite intended to help newcomers get started.
Teachable Machine - Explore how machine learning works, live in the browser.
TensorFlow.js - JavaScript library for training and deploying ML models in the browser and on Node.js.
Hello TensorFlow - Fully commented TensorFlow.js demo.
ml5.js - Friendly machine learning for the web.
Model Zoo - Discover open source deep learning code and pretrained models.
Runway - Toolkit that adds artificial intelligence capabilities to design and creative platforms.
Lobe - Build, train, and ship custom deep learning models using a simple visual interface.
ModelDepot - Platform for discovering, sharing, and discussing easy to use and pre-trained machine learning models.

Inspiration

OpenProcessing - Algorithmic Designs Created with Processing, p5js and processingjs.
Dwitter - Social network for short JavaScript demos.
Chrome Experiments - Showcase of web experiments written by the creative coding community.
Codedoodl.es - Showcase of curated creative coding sketches.
For your Processing - Projects and tutorials about Processing.
Art From Code - Code sketches by Keith Peters.
Generator.x - Flickr group about generative strategies in art & design.
Generative Art - Flickr group about generative art.
Inspiring Online - Open source micro blog about inspiring and creative works published online.
People You Should Follow on CodePen - List of interesting people worth following.
Raven Kwok - Tumblr by visual artist Raven Kwok.
P5Art - Really good collection of experiments in Processing.
Echophon - Tumblr with visual inspiration.
Bees & Bombs - Tumblr with gifs by Dave.
DevArt - Celebration of art made with code by artists that push the possibilities of creativity.
Folds2d - Tumblr with curves, surfaces, scalar and vector fields.

Events

OFFF Festival - Digital design festival (Online Flash Film Festival).
Gray Area Festival - Creative coding, art and technology festival.
Signal Festival - Showcase of light art and emerging technologies in Prague, the Czech Republic.
Eyeo Festival - Bring together creative coders, data designers and creators working at the intersection of data, art and technology.
Mutek - Organization dedicated to digital creativity in sound, music, and audio-visual art.
Node - An open platform for the exchange on culture, arts and technology.
Digital Design Days - 3 day event offering conferences, workshops, digital showcases & installations.
CODAME ART+TECH - Projects and nonprofit events, to inspire through experience.
NextArt Night - Inspiring people through creative uses of tech.

Museums • Galleries

ZKM — Zentrum für Kunst und Medien, Karlsruhe/Germany - ZKM organizes exhibitions and events on the effects of media, digitization, and globalization.
Ars Electronica Center, Linz/Austria - Museum of the Future — a place where diverse blends of artistic genres, scientific domains and technological directions are displayed and processed.
Technorama, Zurich/Switzerland - Technorama allows hands-on experiences of hundreds of natural phenomena and technology.
Kate Vass Gallery - Zürich/Switzerland - Contemporary art gallery presenting works by international established, mid-career, and emerging artists focusing on photography and new technologies.
Digital Art Museum - Berlin/Germany - Digital Art Museum is an online resource for the history and practice of digital fine art.
NXT Museum - Amsterdam/Netherlands - The first museum in the Netherlands dedicated to new media art.

Schools • Workshops

Goldsmiths, UoL, MA Computational Art - Graduate program in London which develops your arts practice through the expressive world of creative computation
UAL Creative Computing Institute - school in London working at the intersection of creativity and computational technologies
School for Poetic Computation - School in New York that explore the intersections of code, design, hardware and theory.
Copenhagen Institute of Interaction Design - Hosts a range of educational initiatives, most notably, the Interaction Design Programme and the CIID Summer School.
Residencies, Fellowships, Summer Schools - Huge list of residencies, fellowships and summer schools around the world (Navigate with the bottom left tabs).

Blogs • Websites

CreativeApplications.Net [CAN] - Famous digital art blog.
iquilezles.org - Home of Íñigo Quílez, specialised in GLSL and math snippets.
bit-101.com - Blog by Keith Peters, specialised in creative coding.
ibreakdownshaders - Explore the math behind shaders.
adriancourrèges.com - Blog of software engineer Adrian Courrèges. Articles about game graphics studies etc.
clicktorelease.com - Home of Jaume Sanchez Elias, with demos, talks, articles on WebGL and WebVR.
syntopia - Blog about generative art and systems, by Mikael Hvidtfeldt Christensen.
madebyevan.com - WebGL experiments and articles by Evan Wallace.
songho.ca - Home of Song Ho Ahn, with a good collection of tutorials on OpenGL and math.
simonschreibt.de - Game art tricks, design tricks by Simon schreibt.
sighack.com - Blog about generative art algorithms and techniques, by Manohar Vanga.
jsdo.it-archives - Compilation of WebGL experiments including comparisons on WebGL frameworks and physics engine (oimo.js, cannon.js, ammo.js)
WebAudio Weekly - Newsletter to know everything about the WebAudio API

Awesome opengl - Curated list of awesome OpenGL libraries, debuggers and resources.
Awesome webgl - Curated list of awesome WebGL libraries, resources and much more.
Awesome canvas - Curated list of awesome HTML5 canvas with examples, related articles and posts.
Awesome audio visualization - Curated list about Audio Visualization.
Awesome computer vision - Curated list of awesome computer vision resources.
Awesome visualization research - Curated list of recommended research papers and other readings on data visualization.
Awesome livecoding - Curated list of livecoding languages and tools.
Awesome graphics - Curated list of computer graphics tutorials and resources.
Graphics resources - Curated list of graphic programming resources.
Magic tools - Curated list of game development resources to make magic happen.
Hanecci’s link collection - Link collection of ray marching on the GPU.
Awesome public datasets - Curated list of public avalible datasets, mostly free resources.
Link collection of ray marching on the GPU - Curated list from 2013.
3D Machine Learning - A resource repository for 3D machine learning.
Awesome creative technology - Curated list of Creative Technology groups, companies, studios, collectives and more.