StringDistances.jl
Quickenshtein
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| StringDistances.jl | Quickenshtein | |
|---|---|---|
| 2 | - | |
| 135 | 273 | |
| - | - | |
| 2.3 | 4.7 | |
| 22 days ago | 6 months ago | |
| Julia | C# | |
| GNU General Public License v3.0 or later | MIT License |
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StringDistances.jl
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How to do a fuzzy join of two datafrmaes in Julia ?
You'll need: * StringDistances.jl to calculate the distance between the strings. * FlexiJoins.jl to join the dataframes based on a predicate. * A custom function that you write that takes two strings as arguments and returns a boolean for if the strings are "close enough" based on their distance.
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Getting the difference of two strings
If you need to know exactly what the diff is, you might want to use something like github.com/google/diff-match-patch. Otherwise, a simple Levenshtein distance would suffice. This library seems to have a whole bunch of string distances implemented. Hope this helps!
Quickenshtein
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Tracking mentions began in Dec 2020.
What are some alternatives?
diff-match-patch - Diff Match Patch is a high-performance library in multiple languages that manipulates plain text.
Pliant - [Moved to: https://github.com/patrickhuber/Pliant]
Cadmium - Natural Language Processing (NLP) library for Crystal
js-levenshtein - The most efficient JS implementation calculating the Levenshtein distance, i.e. the difference between two strings.
Java String Similarity - Implementation of various string similarity and distance algorithms: Levenshtein, Jaro-winkler, n-Gram, Q-Gram, Jaccard index, Longest Common Subsequence edit distance, cosine similarity ...
JavaPermutationTools - A Java library for computation on permutations and sequences
mudderjs - Lexicographically-subdivide the “space” between strings, by defining an alternate non-base-ten number system using a pre-defined dictionary of symbol↔︎number mappings. Handy for ordering NoSQL keys.
NLP-Model-for-Corpus-Similarity - A NLP algorithm I developed to determine the similarity or relation between two documents/Wikipedia articles. Inspired by the cosine similarity algorithm and built from WordNet.
go-edlib - 📚 String comparison and edit distance algorithms library, featuring : Levenshtein, LCS, Hamming, Damerau levenshtein (OSA and Adjacent transpositions algorithms), Jaro-Winkler, Cosine, etc...
fuzzy_pandas - Fuzzy matches and merging of datasets in pandas using csvmatch