/deep-api

deep learning algorithm web api services using tensorflow, flask, react and redux

Primary LanguageJavaScriptMIT LicenseMIT

Deep-API

Boilerplate application for a Flask + Tensorflow Backend and a React/Redux Front-End with Material UI.

  • Python 2.7+ or 3.x
  • Pytest
  • Heroku
  • Flask
  • React
  • Redux
  • React-Router 2.0
  • React-Router-Redux
  • Babel 6
  • SCSS processing
  • Webpack
  • Tensorflow 0.10 +

Create DB

$ export DATABASE_URL="postgresql://localhost/yourdb"

or

$ export DATABASE_URL="mysql+mysqlconnector://localhost/yourdb"

or

$ export DATABASE_URL="sqlite:///your.db"

$ python manage.py create_db
$ python manage.py db upgrade
$ python manage.py db migrate

To update database after creating new migrations, use:

$ python manage.py db upgrade

Install Front-End Requirements

$ cd static
$ npm install

Run Back-End

$ python manage.py runserver

Test Back-End

$ python test.py --cov-report=term --cov-report=html --cov=application/ tests/

Run Front-End

$ cd static
$ npm start

Build Front-End

$ npm run build:production