simhash alternatives and similar packages
Based on the "Algorithms and Data structures" category.
Alternatively, view simhash alternatives based on common mentions on social networks and blogs.
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exconstructor
An Elixir library for generating struct constructors that handle external data with ease. -
aja
Extension of the Elixir standard library focused on data stuctures, data manipulation and performance -
remodel
:necktie: An Elixir presenter package used to transform map structures. "ActiveModel::Serializer for Elixir" -
MapDiff
Calculates the difference between two (nested) maps, and returns a map representing the patch of changes. -
the_fuzz
String metrics and phonetic algorithms for Elixir (e.g. Dice/Sorensen, Hamming, Jaccard, Jaro, Jaro-Winkler, Levenshtein, Metaphone, N-Gram, NYSIIS, Overlap, Ratcliff/Obershelp, Refined NYSIIS, Refined Soundex, Soundex, Weighted Levenshtein) -
exmatrix
Elixir library implementing a parallel matrix multiplication algorithm and other utilities for working with matrices. Used for benchmarking computationally intensive concurrent code. -
bitmap
Bitmap implementation in Elixir using binaries and integers. Fast space efficient data structure for lookups -
Closure Table
Closure Table for Elixir - a simple solution for storing and manipulating complex hierarchies.
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README
Simhash
An Elixir implementation of Moses Charikar's Simhash.
Examples
iex> Simhash.similarity("Universal Avenue", "Universe Avenue")
0.71875
iex> Simhash.similarity("hocus pocus", "pocus hocus")
0.8125
iex> Simhash.similarity("Sankt Eriksgatan 1", "S:t Eriksgatan 1")
0.8125
iex> Simhash.similarity("Purple flowers", "Green grass")
0.5625
By default trigrams (N-gram of size 3) are used as language features, but you can set a different N-gram size:
iex> Simhash.similarity("hocus pocus", "pocus hocus", 1)
1.0
iex> Simhash.similarity("Sankt Eriksgatan 1", "S:t Eriksgatan 1", 6)
0.859375
iex> Simhash.similarity("Purple flowers", "Green grass", 6)
0.546875
Installation
The package can be installed
by adding simhash
to your list of dependencies in mix.exs
:
def deps do
[
{:simhash, "~> 0.1.2"}
]
end