shaw711 / machine-learning

A web UI to customize machine learning pipelines with tensorflow, load datasets from different sources/formats to build, compile and evaluate models in a web browser. Some templates from tutorials are available as examples, but new ones can be created locally, loaded and shared.

machine-learning

Project Setup (development)

install python 2.7 (required by @tensorflow/tfjs-node)
npm install

Project Setup (production)

npm install --only=production

Compiles and hot-reloads for development

npm run serve

Compiles and runs only backend for development

npm run backend

Compiles and runs production without @tensorflow/tfjs-node support

npm run serve --prod true -- --port 8000

Compiles and minifies for production

npm run build

Lints and fixes files

npm run lint

Customize configuration

See Configuration Reference.