Jupyter Notebooks are a versatile and popular instance of the literate programming paradigm. Jupyter allows authors to intersperse code chunks with explanation and annotation, providing readers with more information about the intent and function of programming choices.

Code Ocean allows users to run Jupyter notebooks from the top-down, which we are calling 'reproducibility mode,' or interactively, which will be familiar to those accustomed to Jupyter. See articles below for more information.

For an example of Jupyter notebooks on Code Ocean, see A Modularized Efficient Framework for Non-Markov Time Series Estimation. The notebooks, located in the folder notebooks , are executed and rendered into the /results  pane via the library nbconvert. This capsule executes each notebook in sequence; each cell in each notebook is executed from top-to-bottom.

Currently, Code Ocean strips out the inline results from notebooks in the /code pane. This showcases the fact that all notebooks in the /results  have been successfully rendered in the Code Ocean environment.

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