Metadata-Version: 2.1
Name: atts
Version: 0.0.2
Summary: Train_test splitter with adversarial validation
Home-page: https://github.com/alikula314/att_split
Author: Muhammet Ali Kula
Author-email: alikula3.14@gmail.com
License: MIT
Keywords: adversarial validation train-test-split data-sceince machine-learning
Platform: UNKNOWN
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
License-File: LICENSE.txt


Auto_train_test_splitter
==============================

Auto train test split with adversarial validation.
Use it to get the without data leakage train-test split.

The code is Python 3

Installation
------------------------

Fast install:

::

    pip install atts

For a manual install get this package:

::

    wget https://github.com/alikula314/att_split/atts/archive/master.zip
    unzip master.zip
    rm master.zip
    cd atts-master

Install the package:

::

    python setup.py install    

Example on Red Wine Quality Dataset
----------------------------------------

.. code:: python

    from geo import locator

    # run module
    k = auto_splitter(df, "quality" , 0.05, 0.50, 0.03)

    # get auc_score - test_size dataframe
    k.test_size()
    
    #get the plot
    k.auc_size_plot((10,6))


    
    


