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numpy-serializer is a nice and high-level way to serialize numpy.arrays while preserving their shape and type.

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4thel00z/numpy-serializer

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numpy-serializer

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Motivation

I couldn't find a nice high-level package that is fast enough to serialize and deserialize numpy arrays while preserving the type and shape informations.

Installation

pip install numpy-serializer

How to use

import numpy_serializer as ns
import numpy as np

a = np.random.normal(size=(50,120,150))
b = ns.to_bytes(a)
c = ns.from_bytes(b)
assert np.array_equal(a,c)

License

This project is licensed under the GPL-3 license.