Metadata-Version: 1.1
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
Description: # 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/>
        
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
