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compiling Python code using LLVM

Project description

Gitter

A Just-In-Time Compiler for Numerical Functions in Python

Numba is an open source, NumPy-aware optimizing compiler for Python sponsored by Anaconda, Inc. It uses the LLVM compiler project to generate machine code from Python syntax.

Numba can compile a large subset of numerically-focused Python, including many NumPy functions. Additionally, Numba has support for automatic parallelization of loops, generation of GPU-accelerated code, and creation of ufuncs and C callbacks.

For more information about Numba, see the Numba homepage: http://numba.pydata.org

Supported Platforms

  • Operating systems and CPU:
    • Linux: x86 (32-bit), x86_64, ppc64le (POWER8 and 9), ARMv7 (32-bit), ARMv8 (64-bit)
    • Windows: x86, x86_64
    • macOS: x86_64
  • (Optional) Accelerators and GPUs:
    • NVIDIA GPUs (Kepler architecture or later) via CUDA driver on Linux, Windows, macOS (< 10.14)
    • AMD GPUs via ROCm driver on Linux

Dependencies

  • Python versions: 3.6-3.8
  • llvmlite 0.32.*
  • NumPy >=1.15 (can build with 1.11 for ABI compatibility)

Optionally:

  • Scipy >=1.0.0 (for numpy.linalg support)

Installing

The easiest way to install Numba and get updates is by using the Anaconda Distribution: https://www.anaconda.com/download

$ conda install numba

For more options, see the Installation Guide: http://numba.pydata.org/numba-doc/latest/user/installing.html

Continuous Integration

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Files for numba, version 0.49.1rc1
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Filename, size numba-0.49.1rc1-cp36-cp36m-win32.whl (2.1 MB) File type Wheel Python version cp36 Upload date Hashes View
Filename, size numba-0.49.1rc1-cp36-cp36m-win_amd64.whl (2.2 MB) File type Wheel Python version cp36 Upload date Hashes View
Filename, size numba-0.49.1rc1-cp37-cp37m-macosx_10_14_x86_64.whl (2.1 MB) File type Wheel Python version cp37 Upload date Hashes View
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Filename, size numba-0.49.1rc1-cp37-cp37m-manylinux1_x86_64.whl (2.6 MB) File type Wheel Python version cp37 Upload date Hashes View
Filename, size numba-0.49.1rc1-cp37-cp37m-manylinux2014_x86_64.whl (3.6 MB) File type Wheel Python version cp37 Upload date Hashes View
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Filename, size numba-0.49.1rc1-cp38-cp38-manylinux1_i686.whl (2.5 MB) File type Wheel Python version cp38 Upload date Hashes View
Filename, size numba-0.49.1rc1-cp38-cp38-manylinux1_x86_64.whl (2.6 MB) File type Wheel Python version cp38 Upload date Hashes View
Filename, size numba-0.49.1rc1-cp38-cp38-manylinux2014_x86_64.whl (3.6 MB) File type Wheel Python version cp38 Upload date Hashes View
Filename, size numba-0.49.1rc1-cp38-cp38-win32.whl (2.1 MB) File type Wheel Python version cp38 Upload date Hashes View
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