Metadata-Version: 2.0
Name: appias
Version: 0.1.0
Summary: Machine learning workflow toolkit
Home-page: https://github.com/aglove2189/appias
Author: Aaron Glover
Author-email: aglove2189@gmail.com
License: MIT
Description-Content-Type: UNKNOWN
Keywords: machine learning,data science,pandas,sklearn
Platform: Linux
Platform: OS-X
Platform: Windows
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Dist: pandas
Requires-Dist: numpy
Requires-Dist: scikit-learn
Requires-Dist: matplotlib
Requires-Dist: seaborn
Requires-Dist: tqdm

# Appias: machine learning workflow toolkit âœ¨ðŸ¦‹âœ¨

[![image](https://img.shields.io/pypi/v/appias.svg)](https://pypi.org/project/appias/)
[![image](https://img.shields.io/pypi/l/appias.svg)](https://pypi.org/project/appias/)
[![image](https://img.shields.io/pypi/pyversions/appias.svg)](https://pypi.org/project/appias/)
[![image](https://img.shields.io/badge/Say%20Thanks-!-1EAEDB.svg)](https://saythanks.io/to/aglove2189)

A small library for gluing together a few of the standard steps when exploring a dataset and building a model. Built on pandas, sklearn, and matplotlib.

<div align="center">
  <img src="https://cdn.rawgit.com/aglove2189/appias/master/logo/logo.svg" height="60"><br>
</div>

## Features

* Explore
* Plot
* Remove Outliers
* Replace and Impute NAs
* Reduce Pandas Memory Usage
* Transform
* Fit, Predict, and Score
* Cross Validate
* Logging

### [Example Notebook](examples/demo.ipynb)

## Installation

``` sh
pip install appias
```

## Documentation

Coming Soon! <!-- Documentation is hosted at <https://appias.readthedocs.io/en/latest/>


