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The Parameterization Framework

Project description

paramz
======

`|PyPI version| <https://pypi.python.org/pypi/paramz>`_ `|Build
Status| <https://travis-ci.org/sods/paramz>`_
`|codecov.io| <https://codecov.io/github/sods/paramz?branch=master>`_
`|Documentation Status| <http://paramz.readthedocs.org/en/latest/>`_

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

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