A quick demo to show how MLflow works using the Titanic dataset.
# create environment and activate it
conda env create -f environment.yml
conda activate mlflow-titanic
# preprocess data
python src/preprocess.py
# train model
python src/train.py
# predict with test data
python src/predict.py
conda env export | grep -v "^prefix: " > environment.yml