Metadata-Version: 2.1
Name: that-nlp-library
Version: 0.0.2
Summary: Aim to be a convenient NLP library with the help from HuggingFace
Home-page: https://github.com/anhquan0412/that-nlp-library
Author: Quan Tran
Author-email: anhquan0412@gmail.com
License: Apache Software License 2.0
Keywords: nbdev,jupyter,notebook,python,nlp,natural language processing,transformer,fastai,deep learning
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Developers
Classifier: Natural Language :: English
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: License :: OSI Approved :: Apache Software License
Requires-Python: >=3.7
Description-Content-Type: text/markdown
Provides-Extra: dev
License-File: LICENSE

# Welcome to that-nlp-library

<!-- WARNING: THIS FILE WAS AUTOGENERATED! DO NOT EDIT! -->

## Install

``` sh
pip install that_nlp_library
```

## Index

### Text preprocessing

- [Text
  Augmentation](https://anhquan0412.github.io/that-nlp-library/text_augmentation.html)
- [Text
  Transformation](https://anhquan0412.github.io/that-nlp-library/text_transformation.html)

### Text Controller

- [Text
  Main](https://anhquan0412.github.io/that-nlp-library/text_main.html)

### Model Controller

- [Model
  Main](https://anhquan0412.github.io/that-nlp-library/model_main.html)

### Roberta-based classification model + Detailed tutorials

- [Classification Model Architectures, Metrics and Loss
  Functions](https://anhquan0412.github.io/that-nlp-library/models.classifiers.html)
  - [A simple example using EnviBert
    model](https://anhquan0412.github.io/that-nlp-library/model_main_envibert.html)
  - [Full tutorial on EnviBert Single-Head
    model](https://anhquan0412.github.io/that-nlp-library/model_main_envibert_singlehead.html)
  - [Full tutorial on EnviBert Multi-Head
    model](https://anhquan0412.github.io/that-nlp-library/model_main_envibert_multihead.html)
  - [Full tutorial on EnviBert Multi-Label
    model](https://anhquan0412.github.io/that-nlp-library/model_main_envibert_multilabel.html)
- [Deep Hierarchical Classification
  Architecture](https://anhquan0412.github.io/that-nlp-library/models.deep_hierarchical_classifiers.html)
  - [Full tutorial on EnviBert
    DHC](https://anhquan0412.github.io/that-nlp-library/model_main_envibert_dhc.html)
- [Conditional Probability Classification
  Architecture](https://anhquan0412.github.io/that-nlp-library/models.conditional_prob_classifiers.html)
  - [Full tutorial on EnviBert Conditional
    Probability](https://anhquan0412.github.io/that-nlp-library/model_main_envibert_conditional_prob.html)
