Awesome Creative Coding – Massive Collection of Resources

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.

⭐ Don’t know where to start? Check out Creative Coding course on Frontend Masters. ⭐

🌟 Want to go deeper? Check out Advanced Creative Coding with WebGL & Shaders on Frontend Masters. 🌟

Contents

• Books
• Online Books
• Courses
• Tools
  • Frameworks • Libraries • Ecosystems
  • Visual Programming Languages
  • Sound Programming Languages
  • Web Programming • Libraries
  • Projection Mapping • VJing
  • Online
  • Hardware
  • Other
• Learning Resources
  • Videos
  • Talks
  • Articles
    • Shaders • OpenGL • WebGL
    • Canvas
    • Hardware
    • Other
  • Interactive
  • Quick References • Cheat-Sheets
• 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 – Design and use machine learning models for music generation using Magenta and make them interact with existing music creation tools

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.
• 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.
• Think. Create. Code – EDX course to learn programming with ProcessingJS.
• 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.

Tools

Frameworks • Libraries • Ecosystems

• Processing [Cross-platform] – Computer programming language and IDE for visual arts.
• 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.
• HYPE [Cross-platform] – HYPE_processing, is a collection of classes that performs heavy lifting tasks while using a minimal amount of code writing.
• nannou
  [Cross-platform] – Open-source creative coding framework for the Rust language
• thi.ng
  [Cross-platform] – Open source collection of computational design tools for the 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.

Visual Programming Languages

• vvvv [Win] – Hybrid visual/textual live-programming environment for easy prototyping and development.
• VisualScript [Cross-platform] – Visual coding language in the Godot game engine.
• 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.
• i-score [Cross-platform] – Interactive sequencer to control creative coding libraries and toolkits.
• 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.
• Synopsis – A suite of open source software for computational cinematography.
• JOY.JS – Realtime visual coding tool, easy to understand and aimed at beginners.
• Pixel Nodes [iPad] – Live graphics node editor, powered by PixelKit.

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.

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

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.
• GLSLbin – Fragment shader sandbox with support for glslify.
• 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.

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.
• Tessel – Easy to use microcontroller that runs JavaScript.
• 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.
• 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.
• Draw. Move. Fail. Repeat. – Slides by @williamapan from his Creative developer workshop at Gobelins.
• 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.
• Experimenting with Three.js shaders and the ShaderMaterial – Introduction to custom mesh shader materials.
• 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.
• Sun and Black Cat – Articles on shaders and other computer graphics related topics.
• 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.
• Three.js sine animation – Learn how to add sine waves to a circle with three.js. (oF version)
• 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 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

• 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.
• Shepherding random numbers – Tiny guide to shepherding random numbers.
• 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.
• The newbie’s PBR Cheat Sheet – Short and sweet visual overview on PBR.
• PixelSpirit – GLSL library on the back of tarot cards, for learning and reference.
• Procedural Patterns And Noises – Collection of procedural patterns and procedural noises.
• Three.js Reference – Reference from the Udacity Interactive 3D Graphics course.
• Visual Noises – Visualize noise algorithms in 1D and 2D.
• Trigonoparty – Simple trigonometry visualisation.

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-Dev Slack – Creative Development Slack.
• Generative Art Slack – Generative Art Slack.
• Creative Coding Club – Creative Coding Club Slack.
• Creative Coding – Creative Coding Slack.
• openFrameworks – openFrameworks 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 – Cheat-sheet for mathematical notation in code form.
• Coding Math – Teaches you the math you need to understand as a programmer.
• Math snippets – 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.
• Tiny 3D – The smallest possible perspective engine on a 2D canvas.
• 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.

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.
• W:BLUT Inspiration – Collection of gifs, links and images by W:Blut.

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 – OFFF – 3 day event offering conferences, workshops, digital showcases & installations.
• CODAME ART+TECH – Projects and nonprofit events, to inspire through experience.
• Curated Creative Events – Hand-picked design, code, art, fashion and maker events.
• NextArt Night – Inspiring people through creative uses of tech.
• GROW – The Parisian rendez-vous for creative coders, GROW is about opening new possibilities in digital creation.

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

• 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

Related

• 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 computer vision – Curated list of awesome computer vision resources.
• 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.