Numba - A JIT Compiler for Fast Numerical Code

Numba - A JIT Compiler for Fast Numerical Code

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Intro

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1 of 18

Intro

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Numba - A JIT Compiler for Fast Numerical Code

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  1. 1 Intro
  2. 2 Specialized Tailored for number crunching
  3. 3 Multiple targets
  4. 4 Numba architecture
  5. 5 Compilation pipeline
  6. 6 Numba types
  7. 7 Supported Python syntax Supported constructs
  8. 8 Supported Python features
  9. 9 Supported Python modules Standard library
  10. 10 Supported Numpy features
  11. 11 Limitations
  12. 12 Semantic changes
  13. 13 Using Numba: @vectorize
  14. 14 @jit example: Ising models
  15. 15 Ising model: code
  16. 16 CUDA support
  17. 17 CUDA example
  18. 18 Installing Numba

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