<img src="https://raw.githubusercontent.com/voidful/NLPrep/master/docs/img/nlprep.png" width="400"/>
 


 <a href="https://pypi.org/project/nlprep/">
 <img alt="PyPI" src="https://img.shields.io/pypi/v/nlprep">
 </a>
 <a href="https://github.com/voidful/NLPrep">
 <img alt="Download" src="https://img.shields.io/pypi/dm/nlprep">
 </a>
 <a href="https://github.com/voidful/NLPrep">
 <img alt="Build" src="https://img.shields.io/github/workflow/status/voidful/NLPrep/Python package">
 </a>
 <a href="https://github.com/voidful/NLPrep">
 <img alt="Last Commit" src="https://img.shields.io/github/last-commit/voidful/NLPrep">
 </a>


## Feature 
- handle over 100 dataset 
- generate statistic report about processed dataset 
- support many pre-processing ways 
- Provide a panel for entering your parameters at runtime 
- easy to adapt your own dataset and pre-processing utility 

# Online Explorer
[https://voidful.github.io/NLPrep-Datasets/](https://voidful.github.io/NLPrep-Datasets/) 

# Documentation
Learn more from the [docs](https://voidful.github.io/NLPrep/). 

## Quick Start
### Installing via pip
```bash
pip install nlprep
```
### get one of the dataset
```bash
nlprep --dataset clas_udicstm --outdir sentiment
```

**You can also try nlprep in Google Colab: [![Google Colab](https://colab.research.google.com/assets/colab-badge.svg "nlprep")](https://colab.research.google.com/drive/1EfVXa0O1gtTZ1xEAPDyvXMnyjcHxO7Jk?usp=sharing)**

## Overview
```
$ nlprep
arguments:
 --dataset which dataset to use 
 --outdir processed result output directory 
 
optional arguments:
 -h, --help show this help message and exit
 --util data preprocessing utility, multiple utility are supported 
 --cachedir dir for caching raw dataset
 --infile local dataset path
 --report generate a html statistics report
```

## Contributing
Thanks for your interest.There are many ways to contribute to this project. Get started [here](https://github.com/voidful/nlprep/blob/master/CONTRIBUTING.md).

## License ![PyPI - License](https://img.shields.io/github/license/voidful/nlprep)

* [License](https://github.com/voidful/nlprep/blob/master/LICENSE)

## Icons reference
Icons modify from <a href="https://www.flaticon.com/authors/darius-dan" title="Darius Dan">Darius Dan</a> from <a href="https://www.flaticon.com/" title="Flaticon">www.flaticon.com</a> 
Icons modify from <a href="https://www.flaticon.com/authors/freepik" title="Freepik">Freepik</a> from <a href="https://www.flaticon.com/" title="Flaticon">www.flaticon.com</a>

Download and pre-processing data for nlp tasks. 

Socket Acquires Coana to Bring Reachability Analysis to Every Appsec Team

nlprep

Download and pre-processing data for nlp tasks

voidful

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nlprep

Feature

Online Explorer

Documentation

Quick Start

Installing via pip

get one of the dataset

Overview

Contributing

License

Icons reference

Keywords

Related posts

nlprep

Feature

Online Explorer

Documentation

Quick Start

Installing via pip

get one of the dataset

Overview

Contributing

License

Icons reference

Keywords

Related posts

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