ContinuousTrainDeployML

This repo contains the structure of a continuous training and deployment machine learning model.

Installation with conda

conda create -n continuous
conda activate continuous
conda install pip
pip install  -r requirements.txt

Deploy Application Docker Image

sh docker-compose-build.sh

Start the system

docker compose up

Credentials

The system requires credentials to GCP in the project mlops-3. The credentials have to be located in

'src/gcp_config/mlops-3-1ccb1337a897.json'