NumPy 2.x Complete Guide: Migration, Performance Gains, and New Features
A practical guide to NumPy 2.x covering breaking changes, NEP 50 type promotion, StringDType for variable-length strings, up to 15x performance gains, Array API standard support, and a step-by-step migration strategy from NumPy 1.x.