Metadata-Version: 2.1
Name: laymon
Version: 1.0.1
Summary: A python based package used to visualize the feature maps/ layers of a neural network
Home-page: https://github.com/shubham3121/laymon
Author: Shubham Gupta
Author-email: shubhamgupta3121@gmail.com
License: MIT license
Keywords: laymon
Platform: UNKNOWN
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: MIT License
Classifier: Natural Language :: English
Classifier: Topic :: Scientific/Engineering :: Visualization
Classifier: Topic :: Scientific/Engineering :: Image Recognition
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Requires-Python: >=3.5
Requires-Dist: pip (>=19.2.3)
Requires-Dist: wheel (>=0.33.6)
Requires-Dist: watchdog (>=0.9.0)
Requires-Dist: matplotlib (>=3.0.1)

========
PyLaymon
========


.. image:: https://img.shields.io/pypi/v/laymon.svg
        :target: https://pypi.python.org/pypi/laymon

.. image:: https://readthedocs.org/projects/laymon/badge/?version=latest
        :target: https://laymon.readthedocs.io/en/latest/?badge=latest
        :alt: Documentation Status



A package for monitoring and visualizing the layers of a neural network. The motivation behind the project was to provide a tool that can help developers provide a better insight into the different layers of a neural network during the training process. Currently, the package provides the functionality to observe and envision the feature maps of a neural network. For more information refer to the documentation.

Requirements
------------

* pytorch
* matplotlib

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

* Installation: ``pip install laymon``

For more details on installation, usage and contribution refer to the documentation.

* Documentation: https://laymon.readthedocs.io.


Features
--------

* Visualizing feature maps

.. image:: art/FeatureMapMonitoring.gif


Credits
-------

The boilerplate for this package was created with Cookiecutter_ and the `audreyr/cookiecutter-pypackage`_ project template.

.. _Cookiecutter: https://github.com/audreyr/cookiecutter
.. _`audreyr/cookiecutter-pypackage`: https://github.com/audreyr/cookiecutter-pypackage


=======
History
=======

1.0.0 (2020-08-21)
------------------

* First release on PyPI.

1.0.1 (2020-08-23)
------------------

* Minor bug fixes and more examples added.


