Metadata-Version: 1.2
Name: laymon
Version: 1.0.0
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
Description: ========
        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.
        
Keywords: laymon
Platform: UNKNOWN
Classifier: Development Status :: 2 - Pre-Alpha
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
