Alternate Algorithms from TextDistance - Githubissues

luozhouyang / python-string-similarity

A library implementing different string similarity and distance measures using Python.

MIT License

991 stars 127 forks source link

Alternate Algorithms from TextDistance #31

Open BradKML opened 2 years ago

BradKML commented 2 years ago

There are other algorithms that are available in TextDistance that may be considered.

Edit based

MLIPNS http://www.sial.iias.spb.su/files/386-386-1-PB.pdf
Strcmp95 http://cpansearch.perl.org/src/SCW/Text-JaroWinkler-0.1/strcmp95.c
Needleman-Wunsch https://en.wikipedia.org/wiki/Needleman%E2%80%93Wunsch_algorithm
Gotoh http://bioinfo.ict.ac.cn/~dbu/AlgorithmCourses/Lectures/LOA/Lec6-Sequence-Alignment-Affine-Gaps-Gotoh1982.pdf
Smith-Waterman https://en.wikipedia.org/wiki/Smith%E2%80%93Waterman_algorithm

Token based

Tversky index https://en.wikipedia.org/wiki/Tversky_index
Tanimoto distance https://en.wikipedia.org/wiki/Jaccard_index#Tanimoto_similarity_and_distance
Monge-Elkan https://www.academia.edu/200314/Generalized_Monge-Elkan_Method_for_Approximate_Text_String_Comparison
Bag distance https://github.com/Yomguithereal/talisman/blob/master/src/metrics/bag.js

Alternate Method

Ratcliff-Obershelp similarity https://en.wikipedia.org/wiki/Gestalt_Pattern_Matching
Normalized compression distance (requires compression) https://en.wikipedia.org/wiki/Normalized_compression_distance#Normalized_compression_distance

Major Source of Info: https://github.com/life4/textdistance

BradKML commented 2 years ago

For https://github.com/alextanhongpin/stringdist

BradKML commented 2 years ago