https://github.com/alisoltanirad/reason

Python NLP ToolBox
https://github.com/alisoltanirad/reason

classification clustering lemmatization machine-learning natural-language-processing nlp stemming tagging tokenization

Last synced: 5 months ago
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Python NLP ToolBox

• Host: GitHub
• URL: https://github.com/alisoltanirad/reason
• Owner: alisoltanirad
• License: mit
• Created: 2020-12-13T14:07:03.000Z (over 5 years ago)
• Default Branch: main
• Last Pushed: 2023-10-30T19:10:20.000Z (over 2 years ago)
• Last Synced: 2025-09-04T11:59:21.512Z (10 months ago)
• Topics: classification, clustering, lemmatization, machine-learning, natural-language-processing, nlp, stemming, tagging, tokenization
• Language: Python
• Homepage:
• Size: 674 KB
• Stars: 3
• Watchers: 1
• Forks: 0
• Open Issues: 10
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Reason

[![License](https://img.shields.io/pypi/l/reason.svg)](https://github.com/alisoltanirad/Reason/blob/main/LICENSE)

[![PyPI](https://img.shields.io/pypi/v/reason.svg)](https://pypi.org/project/reason/)

[![Downloads](https://pepy.tech/badge/reason)](https://pepy.tech/project/reason)

[![Activity](https://img.shields.io/github/last-commit/alisoltanirad/reason)](https://github.com/alisoltanirad/Reason/)

Python lightweight easy-to-use natural language processing toolbox with integrated

machine learning packages.

## Features

- Tokenization (word, sentence)

- Tagging (part-of-speech, regex)

- Lemmatization and word stemming (Porter, regex)

- Frequency distribution analysis

- N-grams

- Classification (naive bayes, confusion matrix)

- Clustering (k-means, elbow method, DBSCAN)

## Installation

Install latest stable version using pip:

```

pip install --upgrade reason

```

The dependencies of the package will also be installed automatically.

## Quick-Start

See [**Quick-Start Guide**](https://python-reason.readthedocs.io/en/latest/#quick-start)

## License

MIT -- See [LICENSE](https://github.com/alisoltanirad/Reason/blob/main/LICENSE) for details.

## Report issues

For reporting issues with the package, please reach out to me directly

at soltaniradali@gmail.com