alis.feature_extraction.hashed_shingles

alis.feature_extraction.hashed_shingles(text, k, n)

Return all the k-shingles in the given text hashed into a bucket number in the range 0 to 2**`n` - 1

Parameters

textstr

String of text in which shingles are to be extracted

kint

Shingle size

nint

The number defining the bucket size 2**n - 1

Returns

shinglesiterable of int

An iterable of all k-shingles in the input text hashed into buckets