Fitting a Curve to Synthetic Data

ml-tfjs-fitting-curve

Using TensorFlow.js and p5js to fit a curve to a synthetic dataset.

This example uses TensorFlow.js to build a model and learn its coefficients. The basic idea is very similar to the tutorial Fitting a Curve to Synthetic Data which is a part of the official TFJS documentation but this specific implementation is different in many aspects.

To run the code locally, you need the following dependencies installed:

• Node.js version 8.9 or higher
• NPM CLI

$ git clone https://github.com/atorov/ml-tfjs-fitting-curve
$ cd ml-tfjs-fitting-curve
$ npm i
$ npm start