Analytics Insight

A Practical Guide to Faster Data Processing with Polars

Overview: Polars pairs a Rust engine with column-based storage and multi-core execution to cut wasted work in Python ...
Analytics Insight

Three Ways to Speed Up Python Code With Numba: A Practical Guide

Overview: Numba is a just-in-time (JIT) compiler that turns Python functions into fast machine code. In one tested example, a ...
Phoronix

Python 3.15 Released With Experimental JIT Compiler Running Faster

Python 3.15 is out today as the newest annual feature release for the Python programming language. Python's JIT compiler is ...

How to Scrape News: Comparing Python, GAS, and No-Code

Scraping news articles generally falls into three main categories: using programming languages like Python, linking to ...
xenospectrum

AI Agents Put CPUs Back in the Spotlight: What a New Study Shows About Tool Calls and GPU Idle Time

Why do so many AI agent tool calls run on the CPU? Drawing on NVIDIA's CUDA guide and a research paper: GPUs can execute branches, and divergent branches run one after another. In SWE-Agent, doubling ...
GitHub

linear-programming

Linear algebra, eigenvalues, FFT, Bessel, elliptic, orthogonal polys, geometry, NURBS, numerical quadrature, 3D transfinite interpolation, random numbers, Mersenne ...
note

Challenging Object-Oriented Programming Production Edition Lecture 001 [Introduction] Prepare Python and VS Code, and Display Your First Product

It has been a while since the last series. Since I handle multiple programming languages in parallel, my own memory sometimes gets fuzzy about "how much I've explained" or "which language this syntax ...