robotickle / ml-service

Machine Learning as a Scalable service, for realtime inference.

Machine Learning as a service

Overview

This project contains machine learning model exposed as an RESTful API over docker using Flask.

How To Run locally

python app.py

How To Run on Docker

./docker-run.sh

Service will look for 0.0.0.0:5000 on host box to spinup up tls with docker 5000

http://0.0.0.0:5000/test sample response id : 123, currentdate : 2017-11-01 02:34:33.659105, prediction : 8.07667908232, removedate : 2017-11-09 02:34:33.659105, invoked-Baeysian : Yes

Anaconda SETUP related, not needed for docker installation

conda create -n python2 python=2.7 anaconda source activate python2 restart pycharm if pymysql missing conda install -c anaconda pymysql