Without a separate runtime environment, JavaScript can only be run using the environments of browsers.

It is built on the Chrome browser’s V8 engine. Node.js is an Javascript Open source runtime environment. This can also be extended to mobile applications, although the computational power of mobiles is generally too low for machine learning applications. TensorFlow.js can train machine learning models in the browser itself, which relieves the server of the computational expenses incurred in training the model. TensorFlow.js is the JavaScript version of the well-known TensorFlow library, which was originally written in Python.īy converting it to JavaScript, it is now possible to build and deploy machine learning models in web applications, thereby making them mobile.

With the increased interest in machine learning in the past few years, there has been a lot of activity around building better libraries to make creating machine learning models easier. React Native, which is built on top of React, extends the functionalities of React to mobile applications, making React a widely used platform for development. It also makes developing new features extremely easy, and JavaScript developers do not have to worry about changing any pre-existing code. Created by Facebook, this library makes creating user interfaces in web applications effortless. React is arguably one of the most widely used open source projects in the world.

Simple javascript projects