Zeyrek: Morphological Analyzer and Lemmatizer

Zeyrek is a partial port of Zemberek library to Python for lemmatizing and analyzing Turkish language words. It is in alpha stage, and the API will probably change.

• Free software: MIT license
• Documentation: https://zeyrek.readthedocs.io.

Basic Usage

To use Zeyrek, first create an instance of MorphAnalyzer class:

>>> import zeyrek
>>> analyzer = zeyrek.MorphAnalyzer()

Then, you can call its analyze method on words or texts to get all possible analyses:

>>> print(analyzer.analyze('benim'))
Parse(word='benim', lemma='ben', pos='Noun', morphemes=['Noun', 'A3sg', 'P1sg'], formatted='[ben:Noun] ben:Noun+A3sg+im:P1sg')
Parse(word='benim', lemma='ben', pos='Pron', morphemes=['Pron', 'A1sg', 'Gen'], formatted='[ben:Pron,Pers] ben:Pron+A1sg+im:Gen')
Parse(word='benim', lemma='ben', pos='Verb', morphemes=['Noun', 'A3sg', 'Zero', 'Verb', 'Pres', 'A1sg'], formatted='[ben:Noun] ben:Noun+A3sg|Zero→Verb+Pres+im:A1sg')
Parse(word='benim', lemma='ben', pos='Verb', morphemes=['Pron', 'A1sg', 'Zero', 'Verb', 'Pres', 'A1sg'], formatted='[ben:Pron,Pers] ben:Pron+A1sg|Zero→Verb+Pres+im:A1sg')

If you only need the base form of words, or lemmas, you can call lemmatize. It returns a list of tuples, with word itself and a list of possible lemmas:

>>> print(analyzer.lemmatize('benim'))
[('benim', ['ben'])]

Credits

This package is a Python port of part of the Zemberek package by Ahmet A. Akın

This package was created with Cookiecutter and the audreyr/cookiecutter-pypackage project template.