TensorflowJS-Linear

• TensorflowJS-Linear
  • What is it?
  • How to use:
  • What's happening?
  • Running locally
  • Improvements

What is it?

An implementation of Tensorflow JS that will try to guess a correct Y value for a linear equation you build.

Demo

How to use:

Build a linear equation in the form y = ax + b.
Other parameters:

Parameter	Description
Sample points	How many (x,y) pairs are generated from your equation and fed to the algorithm
Epochs	How many "generations" of the algorithm will be trained on the data before answering
X to predict	The x value you want the algorithm to predict the Y value for

What's happening?

Machine learning in your browser! This uses Tensorflow JS to implement a simple neural network.

Running locally

Scripts are written for a *NIX environment
Assuming you use yarn:

yarn
yarn watch

Default serving location is localhost:1234

Improvements

• Better UI
• Graphs of data or Tensorboard
• Support higher order functions