Git Product home page Git Product logo

reason's Introduction

Reason

License PyPI Downloads Activity

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 [email protected]

reason's People

Contributors

alisoltanirad avatar

Stargazers

Jarrian Gojar avatar  avatar Mark avatar

Watchers

Kostas Georgiou avatar  avatar

reason's Issues

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.