Use NumPy's RNG to make random arrays for quick testing of stats functions. Generate normal data and set mean/std by adding and scaling; visualize with Seaborn. Run regressions and correlations ...

In August 2022, Charlie Marsh announced Ruff, which he called "an extremely fast Python linter, written in Rust". He showed how Ruff is 150 times faster than Flake8 on macOS when linting the Python ...

Rust-based uv package manager promises to be a drop-in replacement for pip and up to 115x faster than pip when running with a warm cache. Astral, which makes high-performance Python tools such as the ...

A proposed set of changes to Python's stock interpreter will speed up execution of the language without the use of a compiler The FAT Python project, spearheaded by core Python contributor Victor ...

The Python global interpreter lock (GIL) has long been a barrier to increasing the performance of programs by using multiple threads—the GIL serializes access to the interpreter's virtual machine such ...