* [r2d3.us](http://www.r2d3.us/visual-intro-to-machine-learning-part-1/) - a visual introduction to machine learning
* [Neural Networks And Deep Learning](http://neuralnetworksanddeeplearning.com/) - Free online interactive book about Neural Networks and Deep Learning.
* [playground.tensorflow.org](http://playground.tensorflow.org/) - a neural network playground
* [ncase.me](http://ncase.me/simulating/) - simulating the world (in emoji😘)
* [ncase.me](http://ncase.me/neurons/) - neurotic neurons, an interactive animation on how exposure therapy works
*[Grail Handwriting Recognizer](https://jackschaedler.github.io/handwriting-recognition/) - jack schaedler's active essay on how the grail handwriting recognizer works
* [Exploring Emergence](http://www.playfulinvention.com/emergence/index.html) - an introduction to cellular automata (from 1996! requires flash.)
* [internet-atlas.net](http://internet-atlas.net/) - critical atlas of internet
* [Visualizing Projections](http://shaunlebron.github.io/visualizing-projections/) - visualizing multiple camera projection techniques
## Physics
*[↑ top](#contents)*
* [arogozhnikov.github.io](https://arogozhnikov.github.io/2016/12/19/markov_chain_monte_carlo.html) - hamiltonian monte carlo explained
* [Nukemap](http://nuclearsecrecy.com/nukemap/) - nuclear explosion simulation tool by alex wellerstein
* [worrydream.com](http://worrydream.com/ladderofabstraction/) - up and down the ladder of abstraction – a systemic approach to interactive visualization
* [worrydream.com](http://worrydream.com/explorableexplanations/) - bret victor's essay which coined the term "explorable explanations"
* [Reinventing Explanation](http://michaelnielsen.org/reinventing_explanation/) – prototyping an accessible explanation of simpson's paradox
* [blog.ncase.me](http://blog.ncase.me/explorable-explanations/) - design patterns for explorable explanations
* [simblob.blogspot.de](http://simblob.blogspot.de/2016/12/five-year-mission.html) - amit patel of red blob games looks back on 5 years of creating interactive explanations
## Tools for Explorable Explanations
*[↑ top](#contents)*
* [Tangle](http://worrydream.com/Tangle/) Js Library for reactive documents
* [Outside the box](http://simblob.blogspot.nl/2016/10/outside-box.html) On SVG and Arrows.
* [mindstorms.media.mit.edu](http://mindstorms.media.mit.edu/) - "mindstorms: children, computers, and powerful ideas", an influential 1980 book by seymour papert
* [Elements of Euclid](https://archive.org/details/firstsixbooksofe00eucl) - oliver byrne's edition of euclid's "elements" uses colored diagrams and symbols instead of letters to proof theorems about math and geometry