Metadata-Version: 2.1
Name: evaluations
Version: 0.0.4
Summary: The library for models evaluation
Home-page: https://github.com/yisaienkov/evaluations
Author: Yaroslav Isaienkov
Author-email: oiuygl@gmail.com
License: UNKNOWN
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.6
Description-Content-Type: text/markdown
Provides-Extra: tests
Requires-Dist: pytest ; extra == 'tests'

# Evaluations
[![PyPI version](https://badge.fury.io/py/evaluations.svg)](https://badge.fury.io/py/evaluations)

* The library implements various metrics for evaluating machine learning algorithms


## Table of contents
- [How to use](#how-to-use)
- [Installation](#installation)
  - [PyPI](#pypi)
- [Documentation](#documentation)
- [Authors](#authors)


## How to use

```
>>> from evaluations.classification import confusion_matrix_binary
>>> confusion_matrix_binary([1, 1, 0, 0], [1, 0, 0, 1])
{'tp': 1, 'tn': 1, 'fp': 1, 'fn': 1}
```

## Installation

### PyPI
You can use pip to install evaluations:
```
pip install evaluations
```
You can clone and install the latest version of the library from GitHub:
```
pip install -U git+https://github.com/yisaienkov/evaluations
```

## Documentation
The full documentation is available at [https://evaluations.readthedocs.io/](https://evaluations.readthedocs.io/).

## Authors
[Yaroslav Isaienkov](https://www.linkedin.com/in/yisaienkov/)


