service-lightgbm-mlflow
Kaggle competition on titanic prediction In this project, we want to training titanic classification data
- Add data etl pipeline into project.
- Add training pipeline into project.
- Add evaluate pipeline into project.
1. If windows.
## Step 1: Add PROJECT_PATH to your environment
$ setx /m PROJECT_PATH <PROJECT_PATH>
## Step 2: Install the python package
#### CPU version
$ pip install -r requirements.txt
## Step 3: Change the config yaml file.
## Step 4: Run the service pipeline.
$ python main.py
## Step 5: mlflow record data ui
$ mlflow ui
- See the relation information in setup file.
- See License file here.