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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

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Project templates with common design patterns for d6tflow

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  • Jupyter Notebook 71.0%
  • Python 29.0%
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