quantuminformation / web-gen-bot

GAN to gen web pages

web-gen-bot

GAN to gen web pages

Tasks

• Download the home page of all the major english news sites twice a day

• Train a network with this data. Input is a string of varying length: the value of document.body.innerhtml this value will be read on the event DOMContent​Loaded

• Generate a "news" website

Aims

• Generate text, html, and if possible css (or inline styling)
• The sire will be rendered with using no more than 2000 characters

to run

• npm run build or npm run watch (frontend)
• cd node_test & npm start (backend)
• open index.html in the browser

web-gen-bot's Issues

Add news sites json

Node scrapper for news websites

this data will not be persisted, just an experiment for future use and feasibility

Initial GAN investigations for tfjs

Text generation library?

What do you think about using a pre-made machine learning library (on top of TensorFlow/Keras) to generate web page code with? It would take some of the fun out of designing the model/system ourselves but might make things more efficient and easier.