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Good compression for numerical sequences

Project description

Crates.io

Pcodec Python API

Pcodec is a codec for numerical sequences. Example usage:

import pcodec
import numpy as np

nums = np.random.normal(size=1000000)

# compress
compressed = pcodec.auto_compress(nums)
print(f'compressed to {len(compressed)} bytes')

# decompress
recovered = pcodec.auto_decompress(compressed)

np.testing.assert_array_equal(recovered, nums)

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

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