Metadata-Version: 1.1
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
Description: 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!
        
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
