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This release is a pre-release and may not be stable for production use.

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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: https://numba.pydata.org

Supported Platforms

  • Operating systems and CPUs:

    • Linux: x86 (32-bit), x86_64, ppc64le (POWER8 and 9), ARMv7 (32-bit), ARMv8 (64-bit)

    • Windows: x86, x86_64

    • macOS: x86_64, (M1/Arm64, unofficial support only)

    • *BSD: (unofficial support only)

  • (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: 3.6-3.9

  • llvmlite 0.36.*

  • 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: https://numba.readthedocs.io/en/stable/user/installing.html

Documentation

https://numba.readthedocs.io/en/stable/index.html

Mailing Lists

Join the Numba mailing list numba-users@continuum.io: https://groups.google.com/a/continuum.io/d/forum/numba-users

Some old archives are at: http://librelist.com/browser/numba/

Continuous Integration

Azure Pipelines

Release files for numba 0.53.0rc3

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for numba 0.53.0rc3
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Built distributions (wheels)

Table of built distributions (wheels) for numba 0.53.0rc3
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numba-0.53.0rc3-cp39-cp39-win32.whl CPython 3.9 CPython 3.9 Windows x86-32 Details
numba-0.53.0rc3-cp39-cp39-manylinux2014_x86_64.whl CPython 3.9 CPython 3.9 Linux glibc 2.17+ x86-64 Details
numba-0.53.0rc3-cp39-cp39-manylinux2014_i686.whl CPython 3.9 CPython 3.9 Linux glibc 2.17+ x86-32 Details
numba-0.53.0rc3-cp39-cp39-macosx_10_14_x86_64.whl CPython 3.9 CPython 3.9 macOS 10.14+ x86-64 Details
numba-0.53.0rc3-cp38-cp38-win_amd64.whl CPython 3.8 CPython 3.8 Windows x86-64 Details
numba-0.53.0rc3-cp38-cp38-win32.whl CPython 3.8 CPython 3.8 Windows x86-32 Details
numba-0.53.0rc3-cp38-cp38-manylinux2014_x86_64.whl CPython 3.8 CPython 3.8 Linux glibc 2.17+ x86-64 Details
numba-0.53.0rc3-cp38-cp38-manylinux2014_i686.whl CPython 3.8 CPython 3.8 Linux glibc 2.17+ x86-32 Details
numba-0.53.0rc3-cp38-cp38-macosx_10_14_x86_64.whl CPython 3.8 CPython 3.8 macOS 10.14+ x86-64 Details
numba-0.53.0rc3-cp37-cp37m-win_amd64.whl CPython 3.7 CPython 3.7 pymalloc Windows x86-64 Details
numba-0.53.0rc3-cp37-cp37m-win32.whl CPython 3.7 CPython 3.7 pymalloc Windows x86-32 Details
numba-0.53.0rc3-cp37-cp37m-manylinux2014_x86_64.whl CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-64 Details
numba-0.53.0rc3-cp37-cp37m-manylinux2014_i686.whl CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-32 Details
numba-0.53.0rc3-cp37-cp37m-macosx_10_14_x86_64.whl CPython 3.7 CPython 3.7 pymalloc macOS 10.14+ x86-64 Details
numba-0.53.0rc3-cp36-cp36m-win_amd64.whl CPython 3.6 CPython 3.6 pymalloc Windows x86-64 Details
numba-0.53.0rc3-cp36-cp36m-win32.whl CPython 3.6 CPython 3.6 pymalloc Windows x86-32 Details
numba-0.53.0rc3-cp36-cp36m-manylinux2014_x86_64.whl CPython 3.6 CPython 3.6 pymalloc Linux glibc 2.17+ x86-64 Details
numba-0.53.0rc3-cp36-cp36m-manylinux2014_i686.whl CPython 3.6 CPython 3.6 pymalloc Linux glibc 2.17+ x86-32 Details
numba-0.53.0rc3-cp36-cp36m-macosx_10_14_x86_64.whl CPython 3.6 CPython 3.6 pymalloc macOS 10.14+ x86-64 Details

Total release size: 55.5 MB

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1 release file

0.29.0

1 release file

0.28.1

1 release file

0.27.0

1 release file

0.26.0

1 release file

0.25.0

1 release file

0.24.0

1 release file

0.23.1

1 release file

0.23.0

1 release file

0.22.1

1 release file

0.22.0

1 release file

0.21.0

1 release file

0.20.0

1 release file

0.19.2

1 release file

0.19.1

1 release file

0.18.2

1 release file

0.18.1

1 release file

0.17.0

1 release file

0.16.0

1 release file

0.15.1

1 release file

0.14.0

1 release file

0.13.4

1 release file

0.13.3

1 release file

0.13.2

1 release file

0.13.0

1 release file

0.12.2

1 release file

0.12.1

1 release file

0.12.0

1 release file

0.11.0

1 release file

0.10.1

1 release file

0.10.0

1 release file

0.9.0

1 release file

0.8.1

1 release file

0.8.0

1 release file

0.7.2

1 release file

0.7.1

1 release file

0.7.0

1 release file

0.6.0

1 release file

0.5.0

1 release file

0.3

1 release file

0.2

1 release file

0.1

1 release file

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