Good compression for numerical sequences
Project description
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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