Machine Learning in the Browser
Machine Learning in the Browser means:
- Machine Learning in JavaScript
- Machine Learning for the Web
- Machine Learning for Everyone
- Machine Learning on more Platforms
Advantages:
- Easy to use. Nothing to install.
- Powerful graphics. Browsers support WebGL.
- Better privacy. Data can stay on the client.
- More platforms. JavaScript runs on mobile devices.
Math in the Browser
Math.js is an extensive math library for JavaScript and Node.js.
Math.js is powerful and easy to use. It comes with a large set of built-in functions, a flexible expression parser, and solutions to work with many data types like numbers, big numbers, complex numbers, fractions, units, arrays, and matrices.
Machine Learning in the Browser
Brain.js is a GPU accelerated neural networks in JavaScript for Browsers and Node.js.
Brain.js is simple to use. You do not need to know neural networks in details to work with Brain.js.
Brain.js provides multiple neural network implementations as different neural nets can be trained to do different things well.
Plotting in the Browser
Here is a list of some JavaScript libraries to use for both Machine Learning graphs and other HTML charts:
Plotting Equations
Plotting Values