Monitoring_mlops

#MOniroeing vailable at https://github.com/ccfahe/Monitoring_mlops #conda create -n py11 python=3.11 conda activate py11 #create requirements.txt file #pip install -r requirements.txt #cretae docker-compose.yml file

https://www.analyticsvidhya.com/blog/2024/03/complete-guide-to-effortless-ml-monitoring-with-evidently-ai/

evidenly ui

Note:Report addition or dashboard creation on evidenly ai is allowed for cloud and enterprise addition onlyu

create dummy calculation.py for data

change dummy data with model metrics and create table first then add the metrics in it

drift .json inside dashboards folder dashboards/drift.json

Add volume for dashboard.yaml and garfana yaml