awesome-creative-coding
by terkelg
Creative Coding: Generative Art, Data visualization, Interaction Design, Resources.
AI summary
Coding tutorials
A curated list of resources and tutorials for creative coding
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What's in the list
424 links in 27 sections, with live GitHub stats.activeno commit in 2y
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
, , - 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
Frameworks • Libraries • Ecosystems
- Processing
[Cross-platform] - Computer programming language and IDE for visual arts
- py5
[Cross-platform] - A library that integrates Processing into the Python 3 ecosystem
- 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
Learning Resources / Talks
- Intro to WebGL Slides
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
- 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
Learning Resources / Articles • Tutorials
- 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
, , - 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
- HTML Canvas Deep Dive
Profound introduction to the canvas API
- 31 days of Canvas tutorials
Collection of canvas tutorials by Seb Lee-Delisle
- Pen Plotter Art & Algorithms Part 1
, - How to use the AxiDraw pen plotter with JavaScript
- 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 development, 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
Learning Resources / 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
Learning Resources / Quick References • Cheatsheets
- Shaderific GLSL
OpenGL ES shading language reference
- The Book of Shaders Glossary
Shader glossary by theme
- gltut glossary pages: 1
, , , , , , , - 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
Communities / Slack
- Creative Coding Club
Creative Coding Club Slack
Communities / 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
- Formula 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 explanation 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 ( )
- 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 formulas 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 ( )
- 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 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
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 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 available 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
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Featured in 6 awesome lists
Each link jumps to the spot where the list mentions awesome-creative-coding.