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Post #420
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papermill is a tool for parameterizing, executing, and analyzing Jupyter Notebooks.
Papermill lets you:
- parameterize notebooks
- execute notebooks
This opens up new opportunities for how notebooks can be used. For example:
- Perhaps you have a financial report that you wish to run with different values on the first or last day of a month or at the beginning or end of the year, using parameters makes this task easier.
- Do you want to run a notebook and depending on its results, choose a particular notebook to run next? You can now programmatically execute a workflow without having to copy and paste from notebook to notebook manually.
https://github.com/nteract/papermill
#python
That's how you execute notebooks:
And that's how you parametrize them:
Papermill lets you:
- parameterize notebooks
- execute notebooks
This opens up new opportunities for how notebooks can be used. For example:
- Perhaps you have a financial report that you wish to run with different values on the first or last day of a month or at the beginning or end of the year, using parameters makes this task easier.
- Do you want to run a notebook and depending on its results, choose a particular notebook to run next? You can now programmatically execute a workflow without having to copy and paste from notebook to notebook manually.
https://github.com/nteract/papermill
#python
That's how you execute notebooks:
papermill local/input.ipynb s3://bkt/output.ipynb -p alpha 0.6 -p l1_ratio 0.1And that's how you parametrize them:
