Natural language processing toolbox

Project description

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

License

MIT -- See LICENSE for details.

Report issues

For reporting issues with the package, please reach out to me directly at soltaniradali@gmail.com

Project details

Release history Release notifications | RSS feed

This version

1.0.7

Oct 30, 2023

1.0.6

Oct 18, 2023

1.0.5

Oct 4, 2023

1.0.4

Sep 29, 2023

1.0.3

Aug 21, 2023

1.0.2

Feb 17, 2023

1.0.1

Feb 3, 2023

1.0.0

Jan 25, 2023

0.6.2

Jan 24, 2023

0.6.1

Jan 5, 2021

0.6.0

Jan 2, 2021

0.5.1

Dec 27, 2020

0.5.0

Dec 24, 2020

0.4.0

Dec 23, 2020

0.3.0

Dec 21, 2020

0.2.1

Dec 19, 2020

0.2.0

Dec 18, 2020

0.1.0

Dec 14, 2020

0.0.1

Dec 13, 2020

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