Good compression for numerical sequences

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Pco logo: a pico-scale, compressed version of the Pyramid of Khafre in the palm of your hand

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Pcodec Python API

Pcodec is a codec for numerical sequences. Example usage:

>>> from pcodec import standalone, ChunkConfig
>>> import numpy as np
>>> 
>>> np.random.seed(0)
>>> nums = np.random.normal(size=1000000)
>>> 
>>> # compress
>>> compressed = standalone.simple_compress(nums, ChunkConfig())
>>> print(f'compressed to {len(compressed)} bytes')
compressed to 6946280 bytes
>>> 
>>> # decompress
>>> recovered = standalone.simple_decompress(compressed)
>>> 
>>> np.testing.assert_array_equal(recovered, nums)

For pcodec's uses, design, and benchmarks, see the main repo.

Documentation is served on readthedocs. It's sometimes incomplete, but the types and functions largely mirror those of the better-documented Rust API.

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