Use the vitals package with ellmer to evaluate and compare the accuracy of LLMs, including writing evals to test local models.

"This snake could easily swallow at least a calf, if not an adult cow," an explorer and natural history photographer said of ...

The pandas team has released pandas 3.0.0, a major update that changes core behaviors around string handling, memory ...

Python -O won’t magically make every script faster, but in the right workloads it’s a free win—here’s how to test it safely.

Why write ten lines of code when one will do? From magic variable swaps to high-speed data counting, these Python snippets ...

Note: Most of my prior work has been in internal systems/data environments. This is a small public prototype to demonstrate my modeling approach and decision-support packaging. A small, reproducible ...

Seamlessly transform your Streamlit apps into standalone desktop applications. This library enables you to run your web-based Streamlit projects in native desktop windows, providing a polished and ...