org.clojars.punit-naik.clj-ml.lsh — org.clojars.punit-naik/clj-ml 0.1.8

band-hash clj

(band-hash band-size minhash-list)

Takes the minhash signature of a string and partitions it according to band-size Then we hash each "band" (partition) as similar strings will tend have at least one matching hashed band

compare-records clj

(compare-records records)

Compares a list of records/string with each other using org.clojars.punit-naik.clj-ml.utils.string/levenshtein-distance

find-possible-duplicates clj

(find-possible-duplicates shingle-size
                          hash-count
                          band-size
                          match-threshold
                          data)

Takes a collection of strings (data) and finds out the similar strings from the collection

hash-n-times clj

(hash-n-times sh-list n)

Hashes a shingles list n times

merge-candidates clj

(merge-candidates candidate-list)

merge-candidates-recursive clj

(merge-candidates-recursive candidate-list)

min-hash clj

(min-hash hash-values)

Takes the lists of hashed values (where all of them have the same size) and finds the minimum hash value at the position ‘i’ from every list thereby generating a single list of hash values which is the minhash signature of that string