natural - general natural language facilities for node

•    Javascript

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"Natural" is a general natural language facility for nodejs. Tokenizing, stemming, classification, phonetics, tf-idf, WordNet, string similarity, and some inflections are currently supported.

natural language porter lancaster stemmer bayes classifier phonetic metaphone inflector wordnet tf-idf logistic regression doublemetaphone double jaro-winkler levenshtein distance tagger

spark-nlp - Natural Language Understanding Library for Apache Spark.

•    Jupyter

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John Snow Labs Spark-NLP is a natural language processing library built on top of Apache Spark ML. It provides simple, performant & accurate NLP annotations for machine learning pipelines, that scale easily in a distributed environment. This library has been uploaded to the spark-packages repository https://spark-packages.org/package/JohnSnowLabs/spark-nlp .

nlp nlu natural-language-processing natural-language-understanding spark spark-ml pyspark machine-learning named-entity-recognition sentiment-analysis lemmatizer spell-checker tokenizer entity-extraction stemmer part-of-speech-tagger annotation-framework

StemmersNet

•    

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Stemmers pack for .Net Framework

snowball stem stemmer

snowball - Go implementation of the Snowball stemmers

•    Go

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A Go (golang) implementation of the Snowball stemmer for natural language processing.Here is a minimal Go program that uses this package in order to stem a single word.

stemmer snowball snowball-stemmer algorithm

stmr.c - Porter Stemmer algorithm in C

•    C

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Martin Porter’s Stemming algorithm as a C library. There’s also a CLI: stmr(1).Or clone the repo.

porter stemmer stemming martin algorithm

node-nltools - Natural Language Tools

•    Javascript

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This project is being merged into Natural, Visit https://github.com/NaturalNode/natural for the latest changes.After leaning about IBM's Watson *1, and reading Mind vs Machine *2, I wanted to better understand the state of Natural Language Processing, Artificial Intelligence and Natural Language Generation. This project is not a port of any existing libraries, although it does contain some code ported from Pythons NLTK, it serves more of a glue layer between existing tools, ideas and projects already used today.

nlp natural language nlg token stemmer pos

sum - js utility for summarizing large bodies of text using a basic sentence relevance ranking algorithm

•    Javascript

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A simple function for summarizing text e.g. for automatically determining the sentences that are most relevant to the context of the corpus. This library depends on the underscore, underscore.string and porter-stemmer. Run /tests/browser/specrunner.html in your favourite browser.

summarization nlp stemmer stop-words express

stemmer - An English (Porter2) stemming implementation in Elixir.

•    Elixir

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An English (Porter2) stemming implementation in Elixir. The Stemmer.stem/1 function supports stemming a single word (String), a sentence (String) or a list of single words (List of Strings).

stemmer porter bayes

turkish_stemmer - A simple Turkish stemming library

•    Ruby

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Stemmer algorithm for Τurkish language. Turkish is an agglutinative language and has a very rich morphological stucture. In Turkish, you can form many different words from a single stem by appending a sequence of suffixes. For example The word "doktoruymuşsunuz" means "You had been the doctor of him". The stem of the word is "doktor" and it takes three different suffixes -sU, -ymUş, and -sUnUz.

stemmer nlp

stemmify - Ruby module that converts a word to its approximate root form with the Porter stemmer

•    Ruby

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The Porter stemming algorithm (or ‘Porter stemmer’) is a process for removing the commoner morphological and inflexional endings from words in English. Its main use is as part of a term normalisation process that is usually done when setting up Information Retrieval systems. Note that while the source code is hosted on github, the actual gem is hosted on RubyGem.org.

stemmer porter-stemmer-algorithm

snowball-stemmer.jsx - This is a collection of stemmers for JSX/JS/AMD/Common.js.

•    Javascript

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This is a collection of stemmers for JSX/JS/AMD/Common.js. Stemming is an important algorithm for implementing search engines. These code are genereated from famous stemming algorithm collection, Snowball and the result is completely compatible with it.

jsx altjs lib js amd commonjs nodejs browser stemmer snowball danish dutch english porter finnish french german hungarian italian norwegian portuguese romanian russian spanish swedish turkish

clj-fuzzy - A handy collection of algorithms dealing with fuzzy strings and phonetics.

•    Clojure

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clj-fuzzy is a native Clojure library providing a collection of famous algorithms dealing with fuzzy strings and phonetics. It can be used in Clojure, ClojureScript, client-side JavaScript and Node.js.

fuzzy strings metrics matching clojurescript caverphone dice hamming jaccard jaro-winkler lancaster levenshtein nysiis metaphone porter schinke stemmer soundex tversky

hunspell-is - Spell checker, morphological analyzer & thesaurus for Icelandic

•    Python

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Hunspell-is er samvinnuverkefni og samskipti fara fram á póstlista (sjá einnig á vefnum). Orðabækurnar fylgja með LibreOffice. Þær má einnig finna stakar í kóðasafni LibreOffice eða í pakkasafni Debian stýrikerfisins.

hunspell spellcheck icelandic thesaurus morphology stemmer

stemmer - Implementation of Martin Porter's stemmer

•    Python

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The software is licensed under the MIT license.

stemmer stemming

stopwords-json - Stopwords for 50 languages in JSON format

•    Javascript

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Stop words are words which are filtered out prior to, or after, processing of natural language data [...] these are some of the most common, short function words, such as the, is, at, which, and on. You can use all stopwords with stopwords-all.json (keyed by language ISO 639-1 code), or see the below table for individual language stopword files.

languages stemmer stop-words stopwords

perstem - Persian stemmer and morphological analyzer

•    Perl

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Persian (Farsi) stemmer, morphological analyzer, transliterator, and partial part-of-speech tagger. Input may be encoded as Perso-Arabic script UTF-8, ISIRI 3342, Windows-1256, SGML/HTML/XML-style numeric character references (ncr), or dehdari-transliterated latin-script text. Use the -i flag to specify input encoding. Output is handled similarly. Thanks to Jace Livingston, David Zajic, and Corey Miller for their comprehensive error analysis and other suggestions. Thanks to Jay Ritch and Artyom Lukanin for spotting bugs.

stemmer transliterator persian-stemmer persian persian-language persian-nlp

rustemmer - Golang implementation Porter Stemming for Russian language

•    Go

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Golang implementation Porter Stemming for Russian language. You can read package documentation here.

stemmer stemmers stemming porter russian fast package

cadmium - Natural Language Processing (NLP) library for Crystal

•    Crystal

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Cadmium is a Natrual Language Processing (NLP) library for Crystal. Included are classes and modules for tokenizing, inflecting, stemming, and creating n-grams with much more to come. It's still in early development, but tests are being written as I go so hopefully it will be somewhat stable.

string-distance stemmer inflector sentiment-analysis phonetics transliterator nlp tf-idf

arabicstemmer - Assem's Arabic Light Stemmer is a snowball-based stemming algorithm for Arabic aimed mainly to improve search

•    Python

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We configured tests to run against snowball-data arabic sample.

stemmer arabic snowball language snowball-framework

ptstem - Stemming Algorithms for the Portuguese Language

•    R

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This packages wraps 3 stemming algorithms for the portuguese language available in R. It unifies the API for the stemmers and provides easy stemming completion. This will use the rslp algorithm to stem the text.

stemming-algorithm portuguese-language stem stemmer hunspell r