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 code ahead of time
  • 1.6. Troubleshooting and tips
  • 1.7. Frequently Asked Questions
  • 1.8. Examples
• 2. Reference Manual
  • 2.1. Numba Types
  • 2.2. Compilation
  • 2.3. Environment variables
  • 2.4. Supported Python features
  • 2.5. Supported NumPy features
  • 2.6. 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 Atomic Operations
  • 3.6. Device management
  • 3.7. The Device List
  • 3.8. Examples
  • 3.9. Debugging CUDA Python with the the CUDA Simulator
• 4. CUDA Python Reference
  • 4.1. CUDA Host API
  • 4.2. CUDA Kernel API
  • 4.3. Memory Management
• 5. Developer Manual
  • 5.1. Contributing to Numba
  • 5.2. Numba Architecture
  • 5.3. Extending the Numba Frontend
  • 5.4. Extending the Numba backend
  • 5.5. Notes on generators
  • 5.6. Notes on Numba Runtime
  • 5.7. Using the Numba Rewrite Pass for Fun and Optimization
• 6. Glossary
• 7. Release Notes
  • 7.1. Version 0.20.0
  • 7.2. Version 0.19.2
  • 7.3. Version 0.19.1
  • 7.4. Version 0.19.0
  • 7.5. Version 0.18.2
  • 7.6. Version 0.18.1
  • 7.7. Version 0.17.0
  • 7.8. Version 0.16.0
  • 7.9. Version 0.15.1
  • 7.10. Version 0.15
  • 7.11. Version 0.14
  • 7.12. Version 0.13.4
  • 7.13. Version 0.13.3
  • 7.14. Version 0.13.2
  • 7.15. Version 0.13.1
  • 7.16. Version 0.13
  • 7.17. Version 0.12.2
  • 7.18. Version 0.12.1
  • 7.19. Version 0.12
  • 7.20. Version 0.11
  • 7.21. Version 0.10
  • 7.22. Version 0.9
  • 7.23. Version 0.8
  • 7.24. Version 0.7.2
  • 7.25. Version 0.7.1
  • 7.26. Version 0.7
  • 7.27. Version 0.6.1
  • 7.28. Version 0.6
  • 7.29. Version 0.5
  • 7.30. Version 0.4
  • 7.31. Version 0.3.2
  • 7.32. Version 0.3
  • 7.33. Version 0.2