d6t / d6tflow-template

Project template for highly effective data science workflows

d6tflow - Project Templates

Clean and scalable project structure for data science projects

Templates with common design patterns for https://github.com/d6t/d6tflow

Structure

task.py: workflow tasks
cfg.py: parameter and other config
run.py: execute workflow tasks
visualize.py: use outputs for further analysis
visualize.ipynb: use outputs in jupyter notebook
.creds.yaml: optional file with protected credentials in yaml format, not commited to git to protect credentials

Clean branch

For repeat usage you don't need all those comments and can use the clean branch. Clone into an existing folder using git clone -b clean --single-branch https://github.com/d6t/d6tflow-template.git .

Minimal branch

For frequent users with a variety of projects, this is the best starting point. Available as zip https://github.com/d6t/d6tflow-template/raw/master/d6tflow-template-minimal.zip