SinaTools
Open Source Toolkit for Arabic NLP and NLU developed by SinaLab at Birzeit University. SinaTools is available through Python APIs, command lines, colabs, and online demos.
See the full list of Available Packages, which include: (1) Morphology Tagging, (2) Named Entity Recognition (NER), (3) Word Sense Disambiguation (WSD), (4) Semantic Relatedness, (5) Synonymy Extraction and Evaluation, (6) Relation Extraction, (7) Utilities (diacritic-based word matching, Jaccard similarly, parser, tokenizers, corpora processing, transliteration, etc).
See Demo Pages.
See the benchmarking, which shows that SinaTools outperformed all related toolkits.
Installation
To install SinaTools, ensure you are using Python version 3.10.8, then clone the GitHub repository.
Alternatively, you can execute the following command:
pip install sinatools
Installing Models and Data Files
Some modules in SinaTools require some data files and fine-tuned models to be downloaded. To download these models, please consult the DataDownload.
Documentation
For information, please refer to the main page or the online domuementation.
Citation
Tymaa Hammouda, Mustafa Jarrar, Mohammed Khalilia: SinaTools: Open Source Toolkit for Arabic Natural Language Understanding. In Proceedings of the 2024 AI in Computational Linguistics (ACLing 2024), Procedia Computer Science, Dubai. ELSEVIER.
License
SinaTools is available under the MIT License. See the LICENSE file for more information.
Reporting Issues
To report any issues or bugs, please contact us at "sina.institute.bzu@gmail.com" or visit SinaTools Issues.
1 maintainer
Metadata
1 maintainer
Release files for SinaTools 1.0.9
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| sinatools-1.0.9.tar.gz | 126.4 kB | Without provenance | Details for sinatools-1.0.9.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| sinatools-1.0.9-py2.py3-none-any.whl | Python 3, Python 2 | none | any | Details for sinatools-1.0.9-py2.py3-none-any.whl |
Total release size: 386.9 kB
Release files / sinatools-1.0.9.tar.gz
| Download URL | sinatools-1.0.9.tar.gz |
|---|---|
| Size | 126.4 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
29430e497a87dd86c70eeead6c17a54a8f5d1665646c4ae480baae0d27d04ad9
|
|
BLAKE2b-256 checksum How to use checksums |
f7ab068fb5d98fa4e55df79eca5b6c6fa03823309056d38cec8260b6c268c35e
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.11.9
|
Release files / sinatools-1.0.9-py2.py3-none-any.whl
| Download URL | sinatools-1.0.9-py2.py3-none-any.whl |
|---|---|
| Size | 260.4 kB |
| Tags | Python 2 Python 3 |
|
SHA-256 checksum How to use checksums |
05898cedde3686fafec930db215bfc70f876db075fd6440a7c6671d0895ba169
|
|
BLAKE2b-256 checksum How to use checksums |
aa5e0f91c77f92141019aff24431225adce0e2de221bb973b5372edeb4f418ac
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.11.9
|
Security for SinaTools 1.0.9
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
No provenance found
None of the files in this release were uploaded with provenance metadata.
A note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
To learn more about protecting yourself from malicious actors, visit our package security documentation.
