We at simulations.ml, aim at creating a new medium for learning various concepts of Machine Learning and AI. As ML models are getting more convoluted, the critical need for understanding their internal-mechanics is escalating. Visualization is potentially a efficacious approach to fill such a inherent need. Integrating Visual, Interactive and Logical Learning at a common platform would allow one to interactively visualize, how the concept grows, not only theoritically, but also pragmatically.
Albert Einstein, Scientist
Imagination is more important than knowledge. For knowledge is limited to all we now know and understand, while imagination embraces the entire world, and all there ever will be to know and understand.
Nicholas Negroponte American architect
Learning by doing, peer-to-peer teaching, and computer simulation are all part of the same equation.
Bo Bennett American Businessman
Visualization is daydreaming with a purpose.
Simulations on advanced Deep Learning concepts like Convolutional Neural Networks and Sequence Models are under developement and will be added soon. We are working on providing the steps to be followed in order to understand the flow of simulation. Theoritical counterpart of the concepts will be attached with simulation part. Working on creating blogs through which various concepts as well as simulation developement process can be explained verbally. Working on adding the module for Guest Simulations, where the interested developers, researchers, enthusiasts as well as newbies can contribute through adding their own simulations.
I would like to thank Dr. Andrew Ng, Siraj Raval, Dr. Anjali Jivani for their valuable educational resources, Denial Shiffman for educational content on Coding Train - YouTube, Processing Foundation for p5.js Graphics Library, Tensorflow for tensorflow.js and cazala for Synaptic.js - Deep Learning Libraries.