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Numba

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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: http://numba.pydata.org

Dependencies

  • llvmlite (version 0.31.0 or higher)

  • NumPy (version 1.9 or higher)

  • funcsigs (for Python 2)

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

  • Python versions: 2.7, 3.5-3.7

  • NumPy: >= 1.11

  • NVIDIA GPUs (Kepler architecture or later) via CUDA driver on Linux, Windows, macOS (< 10.14)

  • AMD GPUs via ROCm driver on Linux

  • llvmlite: >= 0.31.0

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

Documentation

http://numba.pydata.org/numba-doc/latest/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

Travis CI Azure Pipelines

Metadata

Release files for numba 0.47.0

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 0.47.0
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numba-0.47.0.tar.gz 1.9 MB Details

Built distributions (wheels)

Table of built distributions (wheels) for numba 0.47.0
File
numba-0.47.0-cp38-cp38-win_amd64.whl CPython 3.8 CPython 3.8 Windows x86-64 Details
numba-0.47.0-cp38-cp38-manylinux1_x86_64.whl CPython 3.8 CPython 3.8 Linux glibc 2.5+ x86-64 Details
numba-0.47.0-cp38-cp38-macosx_10_9_x86_64.whl CPython 3.8 CPython 3.8 macOS 10.9+ x86-64 Details
numba-0.47.0-cp37-cp37m-win_amd64.whl CPython 3.7 CPython 3.7 pymalloc Windows x86-64 Details
numba-0.47.0-cp37-cp37m-win32.whl CPython 3.7 CPython 3.7 pymalloc Windows x86-32 Details
numba-0.47.0-cp37-cp37m-manylinux1_x86_64.whl CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.5+ x86-64 Details
numba-0.47.0-cp37-cp37m-manylinux1_i686.whl CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.5+ x86-32 Details
numba-0.47.0-cp37-cp37m-macosx_10_9_x86_64.whl CPython 3.7 CPython 3.7 pymalloc macOS 10.9+ x86-64 Details
numba-0.47.0-cp36-cp36m-win_amd64.whl CPython 3.6 CPython 3.6 pymalloc Windows x86-64 Details
numba-0.47.0-cp36-cp36m-win32.whl CPython 3.6 CPython 3.6 pymalloc Windows x86-32 Details
numba-0.47.0-cp36-cp36m-manylinux1_x86_64.whl CPython 3.6 CPython 3.6 pymalloc Linux glibc 2.5+ x86-64 Details
numba-0.47.0-cp36-cp36m-manylinux1_i686.whl CPython 3.6 CPython 3.6 pymalloc Linux glibc 2.5+ x86-32 Details
numba-0.47.0-cp36-cp36m-macosx_10_9_x86_64.whl CPython 3.6 CPython 3.6 pymalloc macOS 10.9+ x86-64 Details
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numba-0.47.0-cp35-cp35m-win32.whl CPython 3.5 CPython 3.5 pymalloc Windows x86-32 Details
numba-0.47.0-cp35-cp35m-manylinux1_x86_64.whl CPython 3.5 CPython 3.5 pymalloc Linux glibc 2.5+ x86-64 Details
numba-0.47.0-cp35-cp35m-manylinux1_i686.whl CPython 3.5 CPython 3.5 pymalloc Linux glibc 2.5+ x86-32 Details
numba-0.47.0-cp35-cp35m-macosx_10_9_x86_64.whl CPython 3.5 CPython 3.5 pymalloc macOS 10.9+ x86-64 Details
numba-0.47.0-cp27-cp27mu-manylinux1_x86_64.whl CPython 2.7 CPython 2.7 pymalloc wide-unicode Linux glibc 2.5+ x86-64 Details
numba-0.47.0-cp27-cp27mu-manylinux1_i686.whl CPython 2.7 CPython 2.7 pymalloc wide-unicode Linux glibc 2.5+ x86-32 Details
numba-0.47.0-cp27-cp27m-win_amd64.whl CPython 2.7 CPython 2.7 pymalloc Windows x86-64 Details
numba-0.47.0-cp27-cp27m-win32.whl CPython 2.7 CPython 2.7 pymalloc Windows x86-32 Details
numba-0.47.0-cp27-cp27m-macosx_10_9_x86_64.whl CPython 2.7 CPython 2.7 pymalloc macOS 10.9+ x86-64 Details

Total release size: 63.3 MB

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Release files / numba-0.47.0-cp27-cp27m-win32.whl

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Release files / numba-0.47.0-cp27-cp27m-macosx_10_9_x86_64.whl

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This release

0.47.0 This release

24 release files

0.34.0

1 release file

0.33.0

1 release file

0.32.0

1 release file

0.31.0

1 release file

0.30.1

1 release file

0.30.0

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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