Metadata-Version: 2.1
Name: pipelitools
Version: 1.1.2
Summary: Tools for data analysis
Home-page: https://github.com/nastiag67/pipelitools
Author: Anastasia Glushkova
Author-email: anastasia.glushkova0@yandex.ru
License: MIT license
Keywords: pipelitools
Platform: UNKNOWN
Classifier: Development Status :: 2 - Pre-Alpha
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: MIT License
Classifier: Natural Language :: English
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Operating System :: OS Independent
Requires-Python: >=3.6
Description-Content-Type: text/markdown
License-File: LICENSE.txt

### Description

Pipelines for data analysis and machine learning.

Most frequently used tools for data analysis and machine learning.

```
pipelitools/pipelitools
	|-- __init__.py  
	|-- preprocessing  
		|-- __init__.py  
		|-- eda.py  
		|-- feature_selection.py  
		|-- outliers.py  
	|-- models  
		|-- __init__.py  
		|-- classification.py  
		|-- metrics.py  
	|-- utils.py  
```

### Installation

```
pip install pipelitools
```

### Usage

This package was used in [University of Oxford MSc dissertation project](https://github.com/nastiag67/ecgn).

Use pip to install:
<br>
<br>
__`pip install git+https://github.com/nastiag67/packages`__



=======
History
=======

0.1.0 (2021-06-11)
------------------

* First release.

1.1.0 (2021-07-01)
------------------

* Added pipeline to compute models

1.1.1 (2021-07-08)
------------------

* Added tests for every module
* Renaming

