From One Notebook to Many Reports: Automating with Quarto| cwickham.github.io
LLMs are powerful, flexible, easy-to-use... and often wrong. This is a dangerous combination, especially for data analysis and scientific research, where correctness and reproducibility are core requirements. Fortunately, it turns out that by carefully applying LLMs to narrower use cases, we can turn them into surprisingly reliable assistants that accelerate and enhance, rather than undermine, scientific work. This is not just theory—I’ll showcase working examples of seamlessly integratin...| cfp.scipy.org
User guides are the piece you often hit right after clicking the "Learn" or "Get Started" button in a package's documentation. They're responsible for onboarding new users, and providing a learning path through a package. Surprisingly, while pieces of documentation like the API Reference tend to be the same, the design of user guides tend to differ across packages. In this talk, I'll discuss how to design an effective user guide for open source software. I'll explain how the guides for Polars...| cfp.scipy.org
Would you rather read a “Climate summary” or a “Climate summary for _exactly where you live_”? Producing documents that tailor your scientific results to an individual or their situation increases understanding, engagement, and connection. But, producing many reports can be onerous. If you are looking for a way to automate producing many reports, or you produce reports like this but find yourself in copy-and-paste hell, come along to learn how Quarto solves this problem with parameter...| cfp.scipy.org
Shiny is a framework for building web applications and data dashboards in Python. In this workshop, you will see how the basic building blocks of shiny can be extended to create your own scalable production-ready python applications. In particular, this workshop covers: - Overview of the basic building blocks of a Shiny for Python application - How to refactor applications into shiny modules - How to write tests for your shiny application - Deploy and share your application At the end of this...| cfp.scipy.org