Metadata-Version: 2.0
Name: appias
Version: 0.1.1
Summary: Machine learning workflow toolkit
Home-page: https://github.com/aglove2189/appias
Author: Aaron Glover
Author-email: aglove2189@gmail.com
License: GPL
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 :: GNU General Public License v3 (GPLv3)
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
==========================

[![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.

<img src="https://raw.githubusercontent.com/aglove2189/appias/master/logo/logo.svg?sanitize=true" height="120">

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!


