Metadata-Version: 2.0
Name: paramz
Version: 0.0.11
Summary: The Parameterization Framework
Home-page: https://github.com/mzwiessele/paramz
Author: Max Zwiessele
Author-email: ibinbei@gmail.com
License: BSD 3-clause
Keywords: machine-learning gaussian-processes kernels
Platform: UNKNOWN
Classifier: License :: OSI Approved :: BSD License
Classifier: Natural Language :: English
Classifier: Operating System :: MacOS :: MacOS X
Classifier: Operating System :: Microsoft :: Windows
Classifier: Operating System :: POSIX :: Linux
Classifier: Programming Language :: Python :: 2.7
Classifier: Programming Language :: Python :: 3.3
Classifier: Programming Language :: Python :: 3.4
Classifier: Programming Language :: Python :: 3.5
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Requires-Dist: numpy (>=1.7)
Requires-Dist: scipy
Requires-Dist: six

paramz
======

|PyPI version| |Build Status| |codecov.io| |Documentation Status|

Parameterization Framework for parameterized model creation and
handling.

This is a lightweight framework for using parameterized models.

See examples model in ``paramz.examples.<tab>``

Features:

-  Easy model creation with parameters
-  Fast optimized access of parameters for optimization routines
-  Memory efficient storage of parameters (only one copy in memory)
-  Renaming of parameters
-  Intuitive printing of models and parameters
-  Gradient saving directly inside parameters
-  Gradient checking of parameters
-  Optimization of parameters
-  Jupyter notebook integration
-  Efficient storage of models, for reloading
-  Efficient caching included

.. |PyPI version| image:: https://badge.fury.io/py/paramz.svg
   :target: https://badge.fury.io/py/paramz
.. |Build Status| image:: https://travis-ci.org/sods/paramz.svg?branch=master
   :target: https://travis-ci.org/sods/paramz
.. |codecov.io| image:: https://codecov.io/github/sods/paramz/coverage.svg?branch=master
   :target: https://codecov.io/github/sods/paramz?branch=master
.. |Documentation Status| image:: https://readthedocs.org/projects/paramz/badge/?version=latest
   :target: http://paramz.readthedocs.org/en/latest/


