Numba

Python just-in-time compiler for accelerating numerical functions.

Scientific Python Libraries Advanced Performance Library Explore Provisional Teaching
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Explore Provisional Teaching

Numba can speed up numerical Python code while keeping performance work close to familiar Python and NumPy-style code.

Provisional positions are editorial proposals awaiting group review.

Teaching — Recorded in topic offerings; consult the dated event links for availability.

1 topics with recorded teaching · 1 past offerings · 1 upcoming offerings

Related themes: Scientific Computing

Related topics: Arrays and Numerical ComputingMachine LearningRobust and Reusable Software

Common use cases

  • Accelerating numerical loops
  • Performance optimization
  • Scientific computing

Getting started

Numba compiles selected Python functions to faster machine code, especially for numerical workloads.