Jan 11, 2024 · Fully automated workflow used for assessing the reproducibility of Jupyter notebooks from publications indexed in PubMed Central: the PMC search query resulted ...

Apr 18, 2024 · Assessing and restoring reproducibility of Jupyter Notebooks. In Proceedings of the 35th IEEE/ACM International Conference on Automated Software Engineering ...

Jun 25, 2023 · In this paper, we have developed a tool that combines the advantages of a Programming Automatic Assessment (PAA) system and Jupyter Notebook (JN) to support ...

Jun 12, 2023 · ... Jupyter notebooks from biomedical publications ... assessing code readability with a machine ... restoring trust in the validity of published results may be ...

Dec 18, 2023 · We have found a large gap between the reproducibility-oriented practices, journal policies, recommendations, publisher artifact Description/Evaluation ...

Jan 5, 2024 · Assessing and Restoring Reproducibility of Jupyter Notebooks - IEEE Conference Publication - IEEE Xplore · Book of Python in Excel - John Lam's Website · GitHub ...

Jul 15, 2023 · Li, A. Zeller, Assessing and restoring reproducibility of jupyter notebooks, in: Proc. of the 35th IEEE/ACM Int'l Conf. on Automated Software ...

Feb 29, 2024 · Wang et al. present an approach, Osiris, to assess and restore the reproducibility of Jupyter notebooks. It explores all the possible execution schemes to ...

Feb 18, 2024 · In traditional analysis workflows, analysts specify and execute their data operations using tools such as computational notebooks (A) or spreadsheets (B).

Jan 18, 2024 · The image data to be analyzed can be published in a central repository, such as Omero, which can be accessed by a Jupyter Notebook script via an application ...