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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 and the online documentation: https://numba.readthedocs.io/en/stable/index.html

Installation

Please follow the instructions:

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

Demo

Please have a look and the demo notebooks via the mybinder service:

https://mybinder.org/v2/gh/numba/numba-examples/master?filepath=notebooks

Contact

Numba has a discourse forum for discussions:

Project links

Key dates

PyPI data
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Latest release

5 maintainers

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License

BSD License (BSD)

Requires

Python >=3.10

Classifiers

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Release history Release notifications | RSS feed

This release

0.67.0 This release

26 files

Pre-release

0.67.0rc1

26 files

0.66.0

25 files

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0.66.0rc2

25 files

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0.66.0rc1

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0.65.1

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0.65.0

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0.65.0rc1

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0.64.0

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0.64.0rc1

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0.63.1

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0.63.0

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0.63.0rc1

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0.63.0b1

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0.62.1

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0.62.0

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0.61.2

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0.61.1rc1

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0.61.0

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0.61.0rc1

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0.60.0

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0.60.0rc1

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0.53.0rc1.post1

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0.52.0

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