Metadata-Version: 2.1
Name: WeightWatcher
Version: 0.1.1
Summary: Analyze weight matrices of Deep Neural Networks
Home-page: https://calculationconsulting.com/
Author: Calculation Consulting
Author-email: info@calculationconsulting.com
Maintainer: Calculation Consulting
Maintainer-email: info@calculationconsulting.com
License: Apache License, Version 2.0
Project-URL: Documentation, https://calculationconsulting.com/
Project-URL: Code, https://github.com/calculatedcontent/weightwatcher
Project-URL: Issue tracker, https://github.com/calculatedcontent/weightwatcher/issues
Keywords: Deep Learning Keras Tensorflow pytorch CNN DNN Neural Networks
Platform: UNKNOWN
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Education
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Operating System :: OS Independent
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 2
Classifier: Programming Language :: Python :: 2.7
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.4
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Requires-Python: >=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*
Requires-Dist: numpy
Requires-Dist: matplotlib
Requires-Dist: powerlaw
Requires-Dist: tensorflow
Requires-Dist: keras
Requires-Dist: sklearn

Weight Watcher
--------------

**Weight Watcher** analyzes weight matrices of Deep Neural Networks.

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

.. code:: sh

   pip install weightwatcher

Usage
-----

Weight Watcher works with both Keras and pyTorch models.

.. code:: python

   import weightwatcher as ww
   watcher = ww.WeightWatcher(model=model)
   results = watcher.analyze()

   watcher.get_summary()
   watcher.print_results()

Links
-----

`Weight Watcher homepage <https://calculationconsulting.com>`__

License
-------

`Apache License 2.0 <LICENSE>`__


