Boilerplate for Django Machine Learning Model Deployment

Technology stack:

• Django (Python web framework)
• R

Get started:

• Make sure you have R installed in your system

  • Install R dependencies.

    install.packages('nnet')

• Make sure that you are able to execute Rscript command from terminal or command prompt.

Start server:

• Create or start virtual environment using pipenv.

  pipenv shell

• Install dependencies.

  pip install -r requirements.txt

• Start dummy email server or add your config in settings file.

  python -m smtpd -n -DebuggingServer localhost:1025

• Start Django server.

  python manage.py runserver