View vngrs-nlp on Snyk Open Source Advisor

Package Health Score

63 / 100

security
Security review needed
popularity
Limited
maintenance
Healthy
community
Sustainable

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vnq
33

Popularity

Limited

GitHub Stars: 257
Forks: 17
Contributors: 2

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package vngrs-nlp, we found that it has been starred 257 times.

Security

Security review needed

Security and license risk for latest version

Release Date: Nov 28, 2024
Direct Vulnerabilities: 0
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0
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0
M
0
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Indirect Vulnerabilities: 0
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0
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0
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License Risk: 1
H
1
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All security vulnerabilities belong to production dependencies of direct and indirect packages.

License

AGPL-3.0

Non-Permissive License

We noticed that this project uses a license which requires less permissive conditions such as disclosing the source code, stating changes or redistributing the source under the same license. It is advised to further consult the license terms before use.

Security Policy

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Maintenance

Healthy

Commit Frequency

Open Issues: 0
Open PR: 0
Last Release: 21 days ago
Last Commit: 21 days ago

Further analysis of the maintenance status of vngrs-nlp based on released PyPI versions cadence, the repository activity, and other data points determined that its maintenance is Healthy.

We found that vngrs-nlp demonstrates a positive version release cadence with at least one new version released in the past 3 months.

As a healthy sign for on-going project maintenance, we found that the GitHub repository had at least 1 pull request or issue interacted with by the community.

Community

Sustainable

Readme: Yes
Contributing.md: No
Code of Conduct: No
Contributors: 2
Funding: No

This project has seen only 10 or less contributors.

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Package

Python Versions Compatibility: ==3.10.*, ==3.11.*, ==3.7.*, ==3.8.*, ==3.9.*

Age: 3 years
Latest Release: 21 days ago
Dependencies: 3 Direct / 31 Total
Versions: 16
Maintainers: 1
Wheels: OS Independent

Readme

VNLP: Turkish NLP Tools

State-of-the-art, lightweight NLP tools for Turkish language.

Developed by VNGRS.

https://vngrs.com/

Functionality:

Sentence Splitter
Normalizer
- Spelling/Typo correction
- Convert numbers to word form
- Deasciification
Stopword Remover:
- Static
- Dynamic
Stemmer: Morphological Analyzer & Disambiguator
Named Entity Recognizer (NER)
Dependency Parser
Part of Speech (PoS) Tagger
Sentiment Analyzer
Turkish Word Embeddings
- FastText
- Word2Vec
- SentencePiece Unigram Tokenizer
News Summarization
News Paraphrasing
Summarization and Paraphrasing models are available in the demo. Contact us at vnlp@vngrs.com for API.

Demo:

Try the Demo.

Installation

pip install vngrs-nlp

Documentation:

See the Documentation for the details about usage, classes, functions, datasets and evaluation metrics.

Metrics:

Usage Example:

Dependency Parser

from vnlp import DependencyParser
dep_parser = DependencyParser()

dep_parser.predict("Oğuz'un kırmızı bir Astra'sı vardı.")
[("Oğuz'un", 'PROPN'),
 ('kırmızı', 'ADJ'),
 ('bir', 'DET'),
 ("Astra'sı", 'PROPN'),
 ('vardı', 'VERB'),
 ('.', 'PUNCT')]

# Spacy's submodule Displacy can be used to visualize DependencyParser result.
import spacy
from vnlp import DependencyParser
dependency_parser = DependencyParser()
result = dependency_parser.predict("Oğuz'un kırmızı bir Astra'sı vardı.", displacy_format = True)
spacy.displacy.render(result, style="dep", manual = True)

Citation

@article{turker2024vnlp,
  title={VNLP: Turkish NLP Package},
  author={Turker, Meliksah and Ari, Erdi and Han, Aydin},
  journal={arXiv preprint arXiv:2403.01309},
  year={2024}
}

vngrs-nlp dependencies

regex requests sentencepiece

FAQs

What is vngrs-nlp?

Turkish NLP Tools developed by VNGRS. Visit Snyk Advisor to see a full health score report for vngrs-nlp, including popularity, security, maintenance & community analysis.

Is vngrs-nlp popular?

The python package vngrs-nlp receives a total of 155 weekly downloads. As such, vngrs-nlp popularity was classified as limited. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is vngrs-nlp well maintained?

We found that vngrs-nlp demonstrated a healthy version release cadence and project activity. It has a community of 2 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is vngrs-nlp safe to use?

While scanning the latest version of vngrs-nlp, we found that a security review is needed. A total of 0 vulnerabilities or license issues were detected. See the full security scan results.

Last updated on 5 December-2024, at 17:36 (UTC).

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vngrs-nlp

Turkish NLP Tools developed by VNGRS. For more information about how to use this package see README

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Package

Readme

VNLP: Turkish NLP Tools

Functionality:

Demo:

Installation

Documentation:

Metrics:

Usage Example:

Citation

vngrs-nlp dependencies

FAQs

What is vngrs-nlp?

Is vngrs-nlp popular?

Is vngrs-nlp well maintained?

Is vngrs-nlp safe to use?

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Package Health Score

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Direct Usage Popularity

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Readme

VNLP: Turkish NLP Tools

Functionality:

Demo:

Installation

Documentation:

Metrics:

Usage Example:

Citation

vngrs-nlp dependencies

FAQs

What is vngrs-nlp?

Is vngrs-nlp popular?

Is vngrs-nlp well maintained?

Is vngrs-nlp safe to use?

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Scan your app for vulnerabilities

Source Code

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