Metadata-Version: 2.1
Name: iso
Version: 0.1.0
Summary: Modular data transformations for machine learning workflows.
Home-page: https://github.com/bprinty/iso
Author: Blake Printy
Author-email: bprinty@gmail.com
License: MIT
Keywords: iso,machine-learning,learning,data,modelling,ai
Platform: UNKNOWN
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: MIT License
Classifier: Natural Language :: English
Classifier: Programming Language :: Python :: 2
Classifier: Programming Language :: Python :: 2.6
Classifier: Programming Language :: Python :: 2.7
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.3
Classifier: Programming Language :: Python :: 3.4
Requires-Dist: numpy (>=1.9.1)
Requires-Dist: cached-property (>=1.2.0)
Requires-Dist: gems (>=0.2.1)
Requires-Dist: joblib (>=0.7.1)
Requires-Dist: scipy (>=0.15.1)
Requires-Dist: scikit-learn (>=0.18.1)
Requires-Dist: pandas (>=0.16.0)
Requires-Dist: PyYAML (>=5.1.2)
Requires-Dist: future (>=0.16.0)


|Build status| |Code coverage| |Maintenance yes| |GitHub license| |Documentation Status|

.. |Build status| image:: https://travis-ci.com/bprinty/iso.png?branch=master
   :target: https://travis-ci.com/bprinty/iso

.. |Code coverage| image:: https://codecov.io/gh/bprinty/iso/branch/master/graph/badge.svg
   :target: https://codecov.io/gh/bprinty/iso

.. |Maintenance yes| image:: https://img.shields.io/badge/Maintained%3F-yes-green.svg
   :target: https://GitHub.com/Naereen/StrapDown.js/graphs/commit-activity

.. |GitHub license| image:: https://img.shields.io/github/license/Naereen/StrapDown.js.svg
   :target: https://github.com/bprinty/iso/blob/master/LICENSE

.. |Documentation Status| image:: https://readthedocs.org/projects/iso/badge/?version=latest
   :target: http://iso.readthedocs.io/?badge=latest


========
iso
========

iso is a python package aimed at simplifying the development and deployment cycle associated with building machine-learning models. It enables much more mental clarity during the process of designing a learning algorithm by allowing developers to easily compartmentalize the problem they’re working on.

Features:
    * Ability to define modular data transformations that become a part of your model. This helps developers stay organized during the model building process, and makes transitioning models across developers painless.
    * Tools for transforming both predictors AND responses in a single step.
    * Tools for easily doing data augmentation.
    * Ability to easily save and deploy models.
    * Allows for more intuitive interaction with model building process.

Comprehensive documentation is currently lacking, but will be included in the next release.


Documentation
=============

For installation and usage instructions please see the `documentation <https://bprinty.github.io/iso>`_.


Questions/Feedback
==================

File an issue in the `GitHub issue tracker <https://github.com/bprinty/iso/issues>`_.


