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 ...

Discover how Group Relative Policy Optimization (GRPO) works with a clear breakdown of the core formula and working Python code. Perfect for those diving into advanced reinforcement learning ...

Abstract: Compared to other programming languages (e.g., Java), Python has more idioms to make Python code concise and efficient. Although Pythonic idioms are well accepted in the Python community, ...

Sometimes, reading Python code just isn’t enough to see what’s really going on. You can stare at lines for hours and still miss how variables change, or why a bug keeps popping up. That’s where a ...

Ankit here - 7y in frontend + backend. Full-stack dev who loves building, debugging, and sharing stories that help other engineers grow. Ankit here - 7y in frontend + backend. Full-stack dev who loves ...

What if the coding assistant you choose could make or break your workflow? With the rise of AI-powered tools like Claude Code and ChatGPT 5 Codex, developers are now navigating a landscape where their ...

Code Geass' Tragic Siblings Illustrate an Important Message This article discusses topics of war, death, and personal loss. The Code Geass franchise is full of shiny, beautifully designed mechs that ...

Note: Implemented to avoid using pdb manual effort. This is not going to replace pyinstrument, py-spy, and several other performance and profiling debugging tools. This is a simple tool just to ...

Delve into the potential of handwritten PTX code for enhancing GPU performance in CUDA applications, as outlined by NVIDIA experts. As the demand for accelerated computing continues to rise within ...

Physics and Python stuff. Most of the videos here are either adapted from class lectures or solving physics problems. I really like to use numerical calculations without all the fancy programming ...