Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
https://github.com/JuliaText/TextAnalysis.jl
Julia package for text analysis
https://github.com/JuliaText/TextAnalysis.jl
Last synced: 12 days ago
JSON representation
Julia package for text analysis
- Host: GitHub
- URL: https://github.com/JuliaText/TextAnalysis.jl
- Owner: JuliaText
- License: other
- Created: 2012-05-11T18:44:33.000Z (about 12 years ago)
- Default Branch: master
- Last Pushed: 2024-02-28T15:06:32.000Z (3 months ago)
- Last Synced: 2024-04-14T00:18:46.004Z (about 1 month ago)
- Language: Julia
- Size: 26.1 MB
- Stars: 371
- Watchers: 19
- Forks: 95
- Open Issues: 37
-
Metadata Files:
- Readme: README.md
- License: LICENSE.md
Lists
- AI - Text Analysis - Julia package for text analysis. (Julia / [Tools](#tools-1))
- awesome-machine-learning - Text Analysis - Julia package for text analysis. (Julia / [Tools](#tools-1))
- awesome-machine-learning - Text Analysis - Julia package for text analysis. (Julia)
- awesome-stars - TextAnalysis.jl
- awesome-machine-learnings - Text Analysis - Julia package for text analysis. (Julia / [Tools](#tools-1))
- awesome-machine-learning - Text Analysis - Julia package for text analysis. (Julia / [Tools](#tools-1))
- awesome-machine-learning - Text Analysis - Julia package for text analysis. (Julia / [Tools](#tools-1))
- awesome-machine-learning - Text Analysis - Julia package for text analysis. (Julia / Tools)
- awesome-machine-learning - Text Analysis - Julia package for text analysis. (Julia / Tools)
README
# TextAnalysis
A Julia package for working with text.
[![CI](https://github.com/juliatext/TextAnalysis.jl/workflows/CI/badge.svg?event=push&branch=master)](https://github.com/JuliaText/TextAnalysis.jl/actions?query=workflow%3ACI)
[![version](https://juliahub.com/docs/TextAnalysis/version.svg)](https://juliahub.com/ui/Packages/General/TextAnalysis/)
[![docs](https://img.shields.io/badge/docs-stable-blue.svg)](https://docs.juliahub.com/TextAnalysis/)## Introduction
TextAnalysis provides support for standard tools and models for working with textual data and natural languages in the Julia language.
- **Documentation** : [Documentation for stable released version](https://docs.juliahub.com/TextAnalysis)
- **License** : [MIT License](https://github.com/JuliaText/TextAnalysis.jl/blob/master/LICENSE.md)## Features
* Container type for *Document* and *Corpus*
* DocumentTermMatrix and TF/IDF
* LSA/LDA
* Vocabulary and statistical Language Model
* Co-occurrence matrix
* NaiveBayes classifier
* ROUGE evaluation metricsThis package also incorporates features from the [Languages](https://juliahub.com/ui/Packages/Languages/w1H1r) and [WordTokenizers](https://juliahub.com/ui/Packages/WordTokenizers/wKkKC) packages within the [JuliaText](https://github.com/JuliaText) ecosystem.
## TextModels
The [TextModels](https://github.com/JuliaText/TextModels.jl) package enhances this library with the addition of practical neural network based models. Some of that code used to live in this package, but was moved to simplify installation and reduce the number of dependencies.
## Installation
```julia
pkg> add TextAnalysis
```## Contributing and Reporting Bugs
Contributions, in the form of bug-reports, pull requests, additional documentation are encouraged. They can be made to the Github repository.
**All contributions and communications should abide by the [Julia Community Standards](https://julialang.org/community/standards/).**
## Support
Feel free to ask for help on the [Julia Discourse forum](https://discourse.julialang.org/), or in the `#natural-language` channel on [julia-slack](https://julialang.slack.com). (Which you can [join here](https://julialang.org/slack/)). Or, [select what do you like here](https://julialang.org/community/). You can also raise issues in this repository to request new features and/or improvements to the documentation and codebase.