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A python based package used to visualize the feature maps/ layers of a neural network

Project description

PyLaymon

https://img.shields.io/pypi/v/laymon.svg 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.

Features

  • Visualizing feature maps

art/FeatureMapMonitoring.gif

Credits

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

History

1.0.0 (2020-08-21)

  • First release on PyPI.

1.0.1 (2020-08-23)

  • Minor bug fixes and more examples added.

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