Introduction

Neural Network Builder, launches ml experiments on the cloud, tracks experiments.

Dashboard Images.

Demo Video

Neural Network Editor

Experiment Details

Links

• Django Backend
• Landing Page
• Rllab

First

This project was generated with Angular CLI version 1.1.3.

• git clone
• Install node, nodemon
• cd my-app
• npm install

And after that a basic express app is set up, with server.js as the starting point for express, and /server folder containing all the /api/ server side routes. All the /api routes will be served by express and the rest of the routes will be served by angular/frontend. When you build the front end using -prod flag all the minified and js and css front end build files will be generated in /dist and express is setup up to load the /dist directory statically.

Development Setup

Run ng serve for a dev server. Navigate to http://localhost:4200/. The app will automatically reload if you change any of the source files.

And nodemon server.js --watch server will start the express server. Navigate to http://localhost:3000. The server side scripts will automatically take into effect when the /server files change.

While development there wont be any /dist files, hence you will access the /api express server by using a proxy config while serving angular front end files. You can find the proxy config in ./proxy.config.json file in the home directory. And you start angular with ng serve --proxy-config proxy.config.json. Basically this proxy config directs all the localhost:4200/api requests to localhost:3000/api where our development express is live reloading its own server code.

This command is also defined in the package.json as npm start

So this is how you develop

• mongod --dbpath mongo_data to start your mongo db
• nodemon server.js --watch server in a terminal
• npm start in another terminal
• Go to localhost:4200
• Modify express server side stuff(server.js and ./server) and angular stuff (rest of the code)

Code scaffolding

Run ng generate component component-name to generate a new component. You can also use ng generate directive|pipe|service|class|module.

Build

Run ng build to build the project. The build artifacts will be stored in the dist/ directory. Use the -prod flag for a production build.

And start the express server with node server.js and browse localhost:3000

Running unit tests(Angular)

Run ng test to execute the unit tests via Karma.

Running end-to-end tests(Angular)

Run ng e2e to execute the end-to-end tests via Protractor. Before running the tests make sure you are serving the app via ng serve.

Further help

To get more help on the Angular CLI use ng help or go check out the Angular CLI README.

Notes

1. Generate Random Avatar https://jsfiddle.net/desaroxx/jp4pmd2u/