# \#pipelines

**URL:** https://discourse.jupyter.org/tag/pipelines/3.md

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## [I created a Jupyter cell magic that allows you to use a notebook cell as a DVC pipeline stage](https://discourse.jupyter.org/t/i-created-a-jupyter-cell-magic-that-allows-you-to-use-a-notebook-cell-as-a-dvc-pipeline-stage/30565)

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**Author:** [@petebachant](https://discourse.jupyter.org/u/petebachant)\
**Replies:** 0\
**Last updated:** [December 1, 2024, 1:43pm UTC](https://discourse.jupyter.org/t/i-created-a-jupyter-cell-magic-that-allows-you-to-use-a-notebook-cell-as-a-dvc-pipeline-stage/30565 "2024-12-01T13:43:48Z")

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I’ve been working on a tool to help make it easier to work reproducibly, and despite their strengths, there are definitely some traps one can fall into using a Jupyter notebook as a pipeline. So I created this cell magic…

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## [Brainstorm: If you could run a Jupyter Notebook as a pipeline, what would you want it to look like?](https://discourse.jupyter.org/t/brainstorm-if-you-could-run-a-jupyter-notebook-as-a-pipeline-what-would-you-want-it-to-look-like/12124)

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**Author:** [@eduardobonet](https://discourse.jupyter.org/u/eduardobonet)\
**Replies:** 3\
**Last updated:** [December 15, 2021, 1:07pm UTC](https://discourse.jupyter.org/t/brainstorm-if-you-could-run-a-jupyter-notebook-as-a-pipeline-what-would-you-want-it-to-look-like/12124 "2021-12-15T13:07:49Z")

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Suppose you have a Notebook for a model. It pulls data, transforms it, creates the model, perhaps do some hyperparameter optimization and then publish it somewhere. Usually, when you want to productize it, the content of…

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## [Scheduling Jupyter Notebook reports with \`paperboy\`](https://discourse.jupyter.org/t/scheduling-jupyter-notebook-reports-with-paperboy/96)

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**Author:** [@choldgraf](https://discourse.jupyter.org/u/choldgraf)\
**Replies:** 1\
**Last updated:** [November 6, 2018, 7:52pm UTC](https://discourse.jupyter.org/t/scheduling-jupyter-notebook-reports-with-paperboy/96 "2018-11-06T19:52:48Z")

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Hey all - just wanted to cross-post something that came across the Jupyter listserv and I thought might be useful for the JupyterHub crowd: from @timkpaine For anyone interested, I’m working on an application to help …