Tootfinder

Exploring the Jupyter Ecosystem: An Empirical Study of Bugs and Vulnerabilities
Wenyuan Jiang, Diany Pressato, Harsh Darji, Thibaud Lutellier
https://arxiv.org/abs/2507.18833 ht…

Exploring the Jupyter Ecosystem: An Empirical Study of Bugs and Vulnerabilities
Background. Jupyter notebooks are one of the main tools used by data scientists. Notebooks include features (configuration scripts, markdown, images, etc.) that make them challenging to analyze compared to traditional software. As a result, existing software engineering models, tools, and studies do not capture the uniqueness of Notebook's behavior. Aims. This paper aims to provide a large-scale empirical study of bugs and vulnerabilities in the Notebook ecosystem. Method. We collected and anal…

Later, I'll be giving a talk at #IANLS25 on some quantitative analyses of Latin book prodcution in Germany (and Italy in part) from 1500 through 1800. Slides, code and data can be found here: https://doi.org/10.5281/zenodo.15878272

Kernel-FFI: Transparent Foreign Function Interfaces for Interactive Notebooks
Hebi Li, Forrest Sheng Bao, Qi Xiao, Jin Tian
https://arxiv.org/abs/2507.23205 https://

Kernel-FFI: Transparent Foreign Function Interfaces for Interactive Notebooks
Foreign Function Interfaces (FFIs) are essential for enabling interoperability between programming languages, yet existing FFI solutions are ill-suited for the dynamic, interactive workflows prevalent in modern notebook environments such as Jupyter. Current approaches require extensive manual configuration, introduce significant boilerplate, and often lack support for recursive calls and object-oriented programming (OOP) constructs-features critical for productive, multi-language development. …