Metadata-Version: 2.0
Name: iso
Version: 0.0.2
Summary: Package for managing data transformations in complex machine-learning workflows.
Home-page: https://github.com/bprinty/iso.git
Author: Blake Printy
Author-email: bprinty@gmail.com
License: Apache-2.0
Keywords: iso,machine-learning,learning,data,modelling,ai
Platform: UNKNOWN
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: Apple Public Source 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)

========
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.


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>`_.


