End-to-End-Chest-Cancer-Classification-using-MLflow/README.md

End-to-End-Chest-Cancer-Classification-using-MLflow

Workflows

Update config.yaml Update secrets.yaml [Optional] Update params.yaml Update the entity Update the configuration manager in src config Update the components Update the pipeline Update the main.py Update the dvc.yaml

MLflow Documentation

MLflow tutorial

cmd mlflow ui dagshub dagshub

MLFLOW_TRACKING_URI=https://dagshub.com/vasalosi/End-to-End-Chest-Cancer-Classification-using-MLflow.mlflow MLFLOW_TRACKING_USERNAME=vasalosi MLFLOW_TRACKING_PASSWORD=2cb87396b30ddd10b37e93c45c1ce2662812de54 python script.py

Run this to export as env variables:

export MLFLOW_TRACKING_URI=https://dagshub.com/vasalosi/End-to-End-Chest-Cancer-Classification-using-MLflow.mlflow

export MLFLOW_TRACKING_USERNAME=vasalosi

export MLFLOW_TRACKING_PASSWORD=2cb87396b30ddd10b37e93c45c1ce2662812de54 DVC cmd dvc init dvc repro dvc dag