Metadata-Version: 2.1
Name: ptic
Version: 0.0.4
Summary: Text classification with point-wise mutual information and tf-idf (term frequency-inverse document frequency)
Home-page: https://github.com/sysbio-vo/ptic
Author: Ihor Stepanov, Arsentii Ivasiuk, Stanislav Zubenko, Alina Frolova
Author-email: igor.stepanov2000@gmail.com, arsentii.ivasiuk@gmail.com, dantistnfs@gmail.com, fshodan@gmail.com
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: GNU General Public License v3 (GPLv3)
Classifier: Operating System :: OS Independent
Requires-Python: >=3.7
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: regex
Requires-Dist: numpy
Requires-Dist: pandas
Requires-Dist: tqdm
Requires-Dist: nltk
Requires-Dist: torch

# PTIC

PTIC tool for texts classification, uses following statistical model:

* point-wise mutual information for word and a class
* tf-idf (term frequency-inverse document frequency) for word in a text

## Installation
### From PyPi

```bash
pip install ptic
```

### From source

```bash
pip install git+https://github.com/sysbio-vo/ptic.git
```
