skip to content

#scientific (4)

Cheat sheets (4)

numpy — N-Dimensional Array Foundation

Package-level reference for numpy — install, versioning, ABI breaks, extras, and gotchas. The bedrock of the Python scientific stack.
pip package numpy arrays scientific

scipy — Scientific Algorithms on NumPy

Package-level reference for scipy — install, versioning, submodules, license caveats, and gotchas. Optimization, statistics, signal processing, and linear algebra.
pip package scipy scientific statistics

numpy — Numerical Arrays

Create and manipulate N-dimensional arrays with NumPy. Covers array creation, broadcasting, vectorized math, indexing, and matrix operations.
python numpy arrays math data scientific

scipy — Scientific Computing

Statistical distributions, optimization, integration, signal processing, and linear algebra with SciPy. Builds on NumPy arrays.
python scipy statistics optimization scientific math