{"id":13737532,"url":"https://github.com/shubham3121/laymon","last_synced_at":"2025-06-20T09:38:26.089Z","repository":{"id":62575253,"uuid":"287349353","full_name":"shubham3121/laymon","owner":"shubham3121","description":"A Python based library used to visualise features maps of a neural network.","archived":false,"fork":false,"pushed_at":"2020-08-22T19:57:21.000Z","size":3330,"stargazers_count":6,"open_issues_count":0,"forks_count":2,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-05-12T13:11:18.002Z","etag":null,"topics":["deep-neural-networks","feature-extraction","python","pytorch"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/shubham3121.png","metadata":{"files":{"readme":"README.rst","changelog":"HISTORY.rst","contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2020-08-13T18:10:05.000Z","updated_at":"2024-01-12T16:29:42.000Z","dependencies_parsed_at":"2022-11-03T18:47:33.095Z","dependency_job_id":null,"html_url":"https://github.com/shubham3121/laymon","commit_stats":null,"previous_names":[],"tags_count":2,"template":false,"template_full_name":null,"purl":"pkg:github/shubham3121/laymon","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/shubham3121%2Flaymon","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/shubham3121%2Flaymon/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/shubham3121%2Flaymon/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/shubham3121%2Flaymon/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/shubham3121","download_url":"https://codeload.github.com/shubham3121/laymon/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/shubham3121%2Flaymon/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":260691055,"owners_count":23047109,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["deep-neural-networks","feature-extraction","python","pytorch"],"created_at":"2024-08-03T03:01:52.358Z","updated_at":"2025-06-20T09:38:21.042Z","avatar_url":"https://github.com/shubham3121.png","language":"Python","funding_links":[],"categories":["Python"],"sub_categories":[],"readme":"========\nPyLaymon\n========\n\n\n.. image:: https://img.shields.io/pypi/v/laymon.svg\n        :target: https://pypi.python.org/pypi/laymon\n\n.. image:: https://readthedocs.org/projects/laymon/badge/?version=latest\n        :target: https://laymon.readthedocs.io/en/latest/?badge=latest\n        :alt: Documentation Status\n\n\n\nA 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.\n\nRequirements\n------------\n\n* pytorch\n* matplotlib\n\nInstallation\n------------\n\n* Installation: ``pip install laymon``\n\nFor more details on installation, usage and contribution refer to the documentation.\n\n* Documentation: https://laymon.readthedocs.io.\n\n\nFeatures\n--------\n\n* Visualizing feature maps\n\n.. image:: art/FeatureMapMonitoring.gif\n\n\nCredits\n-------\n\nThe boilerplate for this package was created with Cookiecutter_ and the `audreyr/cookiecutter-pypackage`_ project template.\n\n.. _Cookiecutter: https://github.com/audreyr/cookiecutter\n.. _`audreyr/cookiecutter-pypackage`: https://github.com/audreyr/cookiecutter-pypackage\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fshubham3121%2Flaymon","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fshubham3121%2Flaymon","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fshubham3121%2Flaymon/lists"}