NumPy Illustrated: The Visual Guide to Numpy

Abstraction: Visual illustrated guide to NumPy n-dimensional array concepts

Key points:

• NumPy is the foundational array library underlying pandas, OpenCV, PyTorch (inspired by), TensorFlow, and Keras
• Central concept is the n-dimensional array; most operations look identical regardless of dimensionality, with 1D and 2D cases being somewhat special
• NumPy code can run on GPU with no or minimal changes
• Article expands on Jay Alammar's "A Visual Intro to NumPy" with broader coverage and corrected nuances
• Covers three parts: 1D arrays, 2D arrays, and higher-dimensional operations

Connections: Numpy · Numerical Computing · Data Science · Python Programming

Source: https://medium.com/better-programming/numpy-illustrated-the-visual-guide-to-numpy-3b1d4976de1d