This project makes neural networks running on browsers. It can be useful in blogging & presentation.
It reimplements ConvNetJS with modern styles (ECMAScript6, functional programming), making it's code shorter, more readable for beginners and easier to extend.
It's sure that we should never expect a neural network training in the browser doing a big deal, but it's useful for presentation and understanding.
It is still under developing.
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transpiler
systemjs+traceuris used to load ES6 modules and provide ES6 polyfill for older browsers. -
style
jquery,materializecss,d3jsandthree.jsis included in the project for supporting visualization tasks. Though making use of CDNs may be a better idea, but I prefer to keep them local for offline situations.
You may start a http server at root of the project and try some of the demos under demo/ in your browser.
We will soon provide you with online demos.
demo/regression/ is a demo about regression.
MIT