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improve readme
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aviks committed Nov 10, 2020
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A Julia package for working with text.

[![Travis](https://travis-ci.org/JuliaText/TextAnalysis.jl.svg?branch=master)](https://travis-ci.org/JuliaText/TextAnalysis.jl)
[![CI](https://github.com/juliatext/TextAnalysis/workflows/CI/badge.svg?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/TextAnalysis/5Mwet)
[![](https://img.shields.io/badge/docs-stable-blue.svg)](https://juliahub.com/docs/TextAnalysis/5Mwet)


Please see the detailed `example` and `API Documentation` linked above. The package also comes with a set of `docstrings` for offline documentation access.

## Introduction

TextAnalysis provides support for standard tools and models for working with textual data and natural languages in the Julia langauges. Please see the [documentation](https://juliahub.com/docs/TextAnalysis/5Mwett) for more.
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## Features

* Containers for Document and Corpus
* Container type for *Document* and *Corpus*
* DocumentTermMatrix and TF/IDF
* LSA/LDA
* Vocabulary and Language Model
* Vocabulary and statistical Language Model
* Co-occurance matrix
* NaiveBayes classifier
* ROUGE evaluation metrics
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