MLflow Titanic

A quick demo to show how MLflow works using the Titanic dataset.

Getting Started

# 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

Export Environment

conda env export | grep -v "^prefix: " > environment.yml