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

This project provides a comprehensive, step-by-step guide on how to build and install a Python C extension. The goal is to create a Python module that utilizes a C-based function for improved ...

If you’re learning machine learning with Python, chances are you’ll come across Scikit-learn. Often described as “Machine Learning in Python,” Scikit-learn is one of the most widely used open-source ...

Python developers often need to install and manage third-party libraries. The most reliable way to do this is with pip, Python’s official package manager. To avoid package conflicts and system errors, ...

Your browser does not support the audio element. Last month, I was debugging a particularly nasty data processing script that was taking 4 hours to run. Four. Hours ...

Astral's uv utility simplifies and speeds up working with Python virtual environments. But it has some other superpowers, too: it lets you run Python packages and programs without having to formally ...

Python libraries are pre-written collections of code designed to simplify programming by providing ready-made functions for specific tasks. They eliminate the need to write repetitive code and cover ...

When installing Python libraries, there are two general approaches. One will install packages into the local user library directory, using the pip command, while the other involves creating virtual ...

The default Python install on Windows 11 comes packed with a variety of helpful tools and features. After a you successfully install Python on Windows, you should test out Python's built-in REPL tools ...

Ten years after Silicon Valley remade TV, it’s become clear how the streaming revolution distorted our collective viewing habits — and sense of the culture. Credit...Illustration by Giacomo Gambineri ...

This confounds argparse library which believes to have received -a '10 -b 100' and fails. This also prevents passing arguments surrounded in quotes (like -t "this is a text"). The only workaround ...