Numba documentation

This is the Numba documentation. Unless you are already acquainted with Numba, we suggest you start with the User manual.

• 1. User Manual
  • 1.1. Overview
  • 1.2. Getting started
  • 1.3. Compiling Python code with @jit
  • 1.4. Creating Numpy universal functions
  • 1.5. Compiling python classes with @jitclass
  • 1.6. Compiling code ahead of time
  • 1.7. Troubleshooting and tips
  • 1.8. Frequently Asked Questions
  • 1.9. Examples
• 2. Reference Manual
  • 2.1. Types and signatures
  • 2.2. Just-in-Time compilation
  • 2.3. Ahead-of-Time compilation
  • 2.4. Environment variables
  • 2.5. Supported Python features
  • 2.6. Supported NumPy features
  • 2.7. Deviations from Python semantics
• 3. Numba for CUDA GPUs
  • 3.1. Overview
  • 3.2. Writing CUDA Kernels
  • 3.3. Memory management
  • 3.4. Writing Device Functions
  • 3.5. Supported Python features in CUDA Python
  • 3.6. Supported Atomic Operations
  • 3.7. Device management
  • 3.8. The Device List
  • 3.9. Examples
  • 3.10. Debugging CUDA Python with the the CUDA Simulator
  • 3.11. GPU Reduction
  • 3.12. CUDA Ufuncs and Generalized Ufuncs
• 4. CUDA Python Reference
  • 4.1. CUDA Host API
  • 4.2. CUDA Kernel API
  • 4.3. Memory Management
• 5. Numba for HSA APUs
  • 5.1. Overview
  • 5.2. Writing HSA Kernels
  • 5.3. Memory management
  • 5.4. Writing Device Functions
  • 5.5. Supported Atomic Operations
  • 5.6. Device management
  • 5.7. Examples
• 6. Developer Manual
  • 6.1. Contributing to Numba
  • 6.2. Numba Architecture
  • 6.3. Extending the Numba frontend
  • 6.4. Extending the Numba backend
  • 6.5. Polymorphic dispatching
  • 6.6. Notes on generators
  • 6.7. Notes on Numba Runtime
  • 6.8. Using the Numba Rewrite Pass for Fun and Optimization
• 7. Numba Enhancement Proposals
  • 7.1. Implemented proposals
  • 7.2. Other proposals
• 8. Glossary
• 9. Release Notes
  • 9.1. Version 0.23.1
  • 9.2. Version 0.23.0
  • 9.3. Version 0.22.1
  • 9.4. Version 0.22.0
  • 9.5. Version 0.21.0
  • 9.6. Version 0.20.0
  • 9.7. Version 0.19.2
  • 9.8. Version 0.19.1
  • 9.9. Version 0.19.0
  • 9.10. Version 0.18.2
  • 9.11. Version 0.18.1
  • 9.12. Version 0.17.0
  • 9.13. Version 0.16.0
  • 9.14. Version 0.15.1
  • 9.15. Version 0.15
  • 9.16. Version 0.14
  • 9.17. Version 0.13.4
  • 9.18. Version 0.13.3
  • 9.19. Version 0.13.2
  • 9.20. Version 0.13.1
  • 9.21. Version 0.13
  • 9.22. Version 0.12.2
  • 9.23. Version 0.12.1
  • 9.24. Version 0.12
  • 9.25. Version 0.11
  • 9.26. Version 0.10
  • 9.27. Version 0.9
  • 9.28. Version 0.8
  • 9.29. Version 0.7.2
  • 9.30. Version 0.7.1
  • 9.31. Version 0.7
  • 9.32. Version 0.6.1
  • 9.33. Version 0.6
  • 9.34. Version 0.5
  • 9.35. Version 0.4
  • 9.36. Version 0.3.2
  • 9.37. Version 0.3
  • 9.38. Version 0.2