Health Checks for ML Model Deployments

Health checks for ML model deployments.

This code is used in this blog post.

Requirements

• Python 3.7 or above

Installation

The Makefile included with this project contains targets that help to automate several tasks.

To download the source code execute this command:

git clone https://github.com/schmidtbri/health-checks-for-ml-model-deployments

Then create a virtual environment and activate it:

# go into the project directory
cd health-checks-for-ml-model-deployments

make venv

source venv/bin/activate

Install the dependencies:

make dependencies