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Product features · Byte-distribution entropy
01
In ByteVesper, connect byte frequencies to probability contributions and a result measured in bits per byte.
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Byte-distribution entropy
● ● ●ByteVesper●
A concrete starting point · Byte-distribution entropy ×
from collections import Counter
from math import log2
def byte_entropy(data):
if not isinstance(data, bytes) or len(data) > 65536:
raise ValueError("bytes.limit")
if not data:
return 0.0
n = len(data)
return sum((count / n) * log2(n / count) for count in Counter(data).values())✳Measure the Shannon entropy in bits per byte of a byte string no longer than 65536 bytes.
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