stemmer alternatives and similar packages
Based on the "Natural Language Processing" category.
Alternatively, view stemmer alternatives based on common mentions on social networks and blogs.
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prose
:book: A Golang library for text processing, including tokenization, part-of-speech tagging, and named-entity extraction. -
gse
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spaGO
Self-contained Machine Learning and Natural Language Processing library in Go -
nlp
[UNMANTEINED] Extract values from strings and fill your structs with nlp. -
universal-translator
:speech_balloon: i18n Translator for Go/Golang using CLDR data + pluralization rules -
locales
:earth_americas: a set of locales generated from the CLDR Project which can be used independently or within an i18n package; these were built for use with, but not exclusive to https://github.com/go-playground/universal-translator -
RAKE.go
A Go port of the Rapid Automatic Keyword Extraction algorithm (RAKE) -
segment
A Go library for performing Unicode Text Segmentation as described in Unicode Standard Annex #29 -
go-nlp
Utilities for working with discrete probability distributions and other tools useful for doing NLP work. -
textcat
A Go package for n-gram based text categorization, with support for utf-8 and raw text -
go-localize
i18n (Internationalization and localization) engine written in Go, used for translating locale strings. -
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petrovich
Golang port of Petrovich - an inflector for Russian anthroponyms. -
go-tinydate
A tiny date object in Go. Tinydate uses only 4 bytes of memory -
golibstemmer
Go bindings for the snowball libstemmer library including porter 2 -
gotokenizer
A tokenizer based on the dictionary and Bigram language models for Go. (Now only support chinese segmentation) -
-
spreak
Flexible translation and humanization library for Go, based on the concepts behind gettext. -
gosentiwordnet
💬 Sentiment analyzer library using SentiWordnet in Go
Access the most powerful time series database as a service
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They vary from L1 to L5 with "L5" being the highest.
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README
Stemmer package for Go
Stemmer package provides an interface for stemmers and includes English, German and Dutch stemmers as sub-packages:
porter2sub-package implements English (Porter2) stemmer as described in http://snowball.tartarus.org/algorithms/english/stemmer.htmlgermansub-package implements German stemmer as described in http://snowball.tartarus.org/algorithms/german/stemmer.htmldutchsub-package implements Dutch stemmer as described in http://snowball.tartarus.org/algorithms/dutch/stemmer.html
Installation
English stemmer:
go get github.com/dchest/stemmer/porter2
German stemmer:
go get github.com/dchest/stemmer/german
Dutch stemmer:
go get github.com/dchest/stemmer/dutch
This will also install the top-level stemmer package.
Example
import (
"github.com/dchest/stemmer/porter2"
"github.com/dchest/stemmer/german"
"github.com/dchest/stemmer/dutch"
)
// English.
eng := porter2.Stemmer
eng.Stem("delicious") // => delici
eng.Stem("deliciously") // => delici
// German.
ger := german.Stemmer
ger.Stem("abhängen") // => abhang
ger.Stem("abhängiger") // => abhang
// Dutch.
dt := dutch.Stemmer
dt.Stem("lichamelijke") // => licham
dt.Stem("opglimpende") // => opglimp
Tests
Included test_output.txt and test_voc.txt are from the referenced original
implementations, used only when running tests with go test.
License
2-clause BSD-like (see LICENSE and AUTHORS files).
*Note that all licence references and agreements mentioned in the stemmer README section above
are relevant to that project's source code only.