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estnltk-1.7.1
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Estnltk — open source tools for Estonian natural language processing
| ویژگی | مقدار |
|---|---|
| سیستم عامل | - |
| نام فایل | estnltk-1.7.1 |
| نام | estnltk |
| نسخه کتابخانه | 1.7.1 |
| نگهدارنده | [] |
| ایمیل نگهدارنده | [] |
| نویسنده | University of Tartu |
| ایمیل نویسنده | siim.orasmaa@gmail.com, alex.tk.fb@gmail.com, tpetmanson@gmail.com, swen@math.ut.ee |
| آدرس صفحه اصلی | https://github.com/estnltk/estnltk |
| آدرس اینترنتی | https://pypi.org/project/estnltk/ |
| مجوز | GPLv2 |
EstNLTK -- Open source tools for Estonian natural language processing
=====================================================================
EstNLTK provides common natural language processing functionality such as paragraph, sentence and word tokenization,
morphological analysis, named entity recognition, etc. for the Estonian language.
The project is funded by EKT ([Eesti Keeletehnoloogia Riiklik Programm](https://www.keeletehnoloogia.ee/)).
This package contains EstNLTK's basic linguistic analysis, system and database tools:
* `Text` class with the Estonian NLP pipeline;
* tokenization tools: word, sentence and paragraph tokenization; clause segmentation;
* morphology tools: morphological analysis and disambiguation, spelling correction, morphological synthesis and syllabification, HFST based analyser and GT converter;
* information extraction tools: addresses tagger, named entity recognizer, temporal expression tagger; tools for rule based and grammar based fact extraction;
* experimental taggers: verb chain detector, noun phrase chunker, adjective phrase tagger;
* syntactic analysis tools: preprocessing for syntactic analysis, VislCG3 and Maltparser based syntactic parsers;
* Estonian Wordnet and Collocation-Net;
* web taggers -- such as bert embeddings web tagger, stanza syntax web tagger and stanza ensemble syntax web tagger;
* corpus importing tools -- tools for importing data from large Estonian corpora, such as the Reference Corpus or the National Corpus of Estonia;
* system taggers -- regex tagger, disambiguator, atomizer, merge tagger etc;
* utils for downloading additional resources (e.g. model files required by taggers);
* Postgres database tools;
## Version 1.7
### Installation
EstNLTK is available for osx, windows-64, and linux-64, and for python versions 3.7 to 3.10.
You can install the latest version via PyPI:
```
pip install estnltk==1.7.1
```
Alternatively, you can install EstNLTK via [Anaconda](https://www.anaconda.com/download). Installation steps with conda:
1. [create a conda environment](https://conda.io/projects/conda/en/latest/user-guide/tasks/manage-environments.html#creating-an-environment-with-commands) with python 3.8, for instance:
```
conda create -n py38 python=3.8
```
2. [activate the environment](https://conda.io/projects/conda/en/latest/user-guide/tasks/manage-environments.html#activating-an-environment), for instance:
```
conda activate py38
```
3. install EstNLTK with the command:
```
conda install -c estnltk -c conda-forge estnltk=1.7.1
```
_Note_: for using some of the tools in estnltk, you also need to have Java installed in your system. We recommend using Oracle Java http://www.oracle.com/technetwork/java/javase/downloads/index.html, although alternatives such as OpenJDK (http://openjdk.java.net/) should also work.
### Using on Google Colab
You can install EstNLTK on [Google Colab](https://colab.research.google.com) environment via command:
```
!pip install estnltk==1.7.1
```
### Documentation
EstNLTK's tutorials come in the form of [jupyter notebooks](http://jupyter.org).
* [Starting point of tutorials](https://github.com/estnltk/estnltk/tree/main/tutorials)
Additional educational materials on EstNLTK are available on web pages of an NLP course taught at the University of Tartu:
* [https://github.com/d009/EstNLP](https://github.com/d009/EstNLP) (in Estonian)
Note: if you have trouble viewing jupyter notebooks in github (you get an error message _Sorry, something went wrong. Reload?_ at loading a notebook), then try to open notebooks with the help of [https://nbviewer.jupyter.org](https://nbviewer.jupyter.org)
### Source
The source of the last release is available at the [main branch](https://github.com/estnltk/estnltk/tree/main/estnltk).
Changelog is available [here](https://github.com/estnltk/estnltk/blob/main/CHANGELOG.md).
## Citation
In case you use EstNLTK in your work, please cite us as follows:
@InProceedings{laur-EtAl:2020:LREC,
author = {Laur, Sven and Orasmaa, Siim and Särg, Dage and Tammo, Paul},
title = {EstNLTK 1.6: Remastered Estonian NLP Pipeline},
booktitle = {Proceedings of The 12th Language Resources and Evaluation Conference},
month = {May},
year = {2020},
address = {Marseille, France},
publisher = {European Language Resources Association},
pages = {7154--7162},
url = {https://www.aclweb.org/anthology/2020.lrec-1.884}
}
---
License: GNU General Public License v2.0
(C) University of Tartu
نیازمندی
| مقدار | نام |
|---|---|
| - | estnltk-core |
| >=2015.07.19 | regex |
| >=0.8.3 | python-crfsuite |
| >=1.2.0 | cached-property |
| - | bs4 |
| - | html5lib |
| - | lxml |
| - | requests |
| - | tqdm |
| - | conllu |
| - | pandas |
| - | pyahocorasick |
| ==2.5 | networkx |
| ==3.3.4 | matplotlib |
| <7.17.0 | ipython |
| <=2.6.3 | networkx |
| <=3.5.3 | matplotlib |
| <=7.32.0 | ipython |
| - | networkx |
| - | matplotlib |
| - | ipython |
| >=3.4.1 | nltk |
نحوه نصب
نصب پکیج whl estnltk-1.7.1:
pip install estnltk-1.7.1.whl
نصب پکیج tar.gz estnltk-1.7.1:
pip install estnltk-1.7.1.tar.gz