This project uses Python, Prefect, and Docker to automatically test very basic compatibility of popular Python packages with Python 3.13's free-threading build and subinterpreters in the standard ...

Parallel workflows with Snakemake Many scientific problems involve complicated workflows with multiple interdependent steps. If the workflow involves performing the same analysis on many different ...

In this session, Kundurthy will cover how Data Parallel Python can be used to develop high-performing code for ALCF’s upcoming Auroraexascale supercomputer. The talk will introduce Numba-dppy and show ...

If you happen to do a lot of video encoding, you know that your computer can really drag while the process is carried out. Our own [Mike Szczys] transcodes videos at home fairly often, and because the ...

Machine learning models are increasingly applied across scientific disciplines, yet their effectiveness often hinges on heuristic decisions such as data transformations, training strategies, and model ...