README.md

tfjs-data-generator-sample

Sample code for tf.data.generator and fitDataset() of tensorflow.js

Who needs this?

This is for someone who has large training dataset and that dataset doesn't fit entirely in memory.

How to Use

Needs 3steps to see how it works

$ tsc
$ node dist/create-datafiles.js
$ node dist/index.js

1. Build this typescript source
2. create test dataset files
3. build model and learn with tf.data.generator and fitDataSet()

Sample exercise for TensorFlow

Regression model to predict 1 value given 4 arguments value.
This value is caluculated by simple function, named hiddenCalc()