atzkey / annoushka

Young ANN

Annoushka

A TensorFlow-inspired ANN library in pure ES6 without any external dependencies.

Code overview

ann

The main library. Implemented Linear, Sigmoid and MSE nodes.

ReLU and Softmax activation, as well as Cross Entropy cost function, are planned.

The end-goal here is to have a network that decently performs on the MNIST dataset.

math

Some necessary minimalistic maths stuff. Mostly linear algebra.

boston_demo

An end-to-end example of deploying the Ann to work out the Boston Housing Prices.

Running it

$ yarn
$ ./node_modules/.bin/jest .
$ node --experimental-modules boston_demo.mjs