Python implementation of Natural Language Processing library for Turkish, zemberek-nlp. It is based on zemberek 0.17.1 and is completely written in Python meaning there is no need to setup a Java development environment to run it.

Source Code

https://github.com/Loodos/zemberek-python

Dependencies

• antlr4-python3-runtime>=4.8
• numpy>=1.19.0

Supported Modules

Currently, following modules are supported.

• Core (Partially)

• TurkishMorphology (Partially)

  • Single Word Analysis
  • Diacritics Ignored Analysis
  • Word Generation

• Tokenization

  • Sentence Boundary Detection
  • Tokenization

• Normalization (Partially)

  • Spelling Suggestion
  • Noisy Text Normalization

Installation

You can install the package with pip

pip install zemberek-python

Examples

Example usages can be found in examples.py

Notes

There are some minor changes in codes where original contains some Java specific functionality and data structures. We used Python equivalents as much as we could but sometimes we needed to change them. And it affects the performance and accuracy a bit.

Credits

This project is Python port of zemberek-nlp.