When Numba code disappoints, it's nearly never the compiler, and usually ends up being the boundary around the compiled code: not crossing it, not making it wide enough, or crossing it during every ...

Token optimization is critical for designing precise prompts. A Python framework can be designed to accept an English prompt as input, analyse it, remove duplicate or low-value content, and return a ...

Automatic search for Lyapunov functions and numerically sampled Lyapunov sublevel-set regions for nonlinear dynamical systems. This repository is a modern Python/PyTorch reimplementation of methods ...

Linear-Optimization/ ├── Fundamentals/ # Principles of Optimization │ ├── Magistrales/ # Lecture materials │ ├── Talleres/ # Workshops and exercises (T1–T31) │ ├── Trabajos Asistidos/# In-class ...