Lemmatization Python Packages

lemminflect

A python module for English lemmatization and inflection.

simplemma

Simple multilingual lemmatizer for Python, especially useful for speed and efficiency

pymystem3

A Python wrapper of the Yandex Mystem 3.1 morphological analyzer (http://api.yandex.ru/mystem). The original tool is shipped as a binary and this library makes it easy to integrate it in Python projects. Let us know in the issues if you would like to be involved into the developments or maintenance of this project. If you have any fix or suggestion, please make a pull request. We are very open to accepting any contributions.

orange3-text

🍊 :page_facing_up: Text Mining add-on for Orange3

hazm

Persian NLP Toolkit

huspacy

HuSpaCy: industrial-strength Hungarian natural language processing

zeyrek

Python morphological analyzer for Turkish language. Partial port of ZemberekNLP.

huspacy-nightly

HuSpaCy: industrial-strength Hungarian natural language processing

rosette-api

Babel Street Analytics Client Library for Python

shekar

Simplifying Persian NLP for Modern Applications

trankit

Trankit is a Light-Weight Transformer-based Python Toolkit for Multilingual Natural Language Processing

dwdsmor

SFST/SMOR/DWDS-based German Morphology

reason

Python NLP ToolBox

nlpcube

Natural Language Processing Toolkit with support for tokenization, sentence splitting, lemmatization, tagging and parsing for more than 60 languages

pyfrspell

A PIP Library To Convert Derivative Forms Of Noun, Verb or Adjective In French To Lemmas Or Vice Versa.

hebpipe

A pipeline for Hebrew NLP

germalemma

A lemmatizer for German language text

udar

UDAR Does Accented Russian: A finite-state morphological analyzer of Russian that handles stressed wordforms.

bluewhale3-text

用于文本挖掘的蓝鲸附加组件。

lightlemma

A lightweight, fast English lemmatizer

ipa-core

NLP Preprocessing Pipeline Wrappers

mim-nlp

A Python package with ready-to-use models for various NLP tasks and text preprocessing utilities. The implementation allows fine-tuning.

lemon-tizer

LemonTizer is a class that wraps the spacy library to build a lemmatizer for language learning applications.

german-lemmatizer

✂️ Python package (using a Docker image under the hood) to lemmatize German texts.