{"id":18206685,"url":"https://github.com/willyfh/visualtorch","last_synced_at":"2025-04-07T11:08:51.422Z","repository":{"id":223166273,"uuid":"759418356","full_name":"willyfh/visualtorch","owner":"willyfh","description":"VisualTorch aims to help visualize Torch-based neural network architectures.","archived":false,"fork":false,"pushed_at":"2024-10-08T14:29:03.000Z","size":1670,"stargazers_count":53,"open_issues_count":1,"forks_count":2,"subscribers_count":2,"default_branch":"main","last_synced_at":"2024-10-30T09:58:09.031Z","etag":null,"topics":["architecture-diagram","architecture-visualization","artificial-intelligence","deep-learning","machine-learning","neural-network","pytorch","torch","visualization","visualtorch"],"latest_commit_sha":null,"homepage":"https://visualtorch.readthedocs.io/en/latest/","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/willyfh.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-02-18T14:45:24.000Z","updated_at":"2024-10-29T14:29:27.000Z","dependencies_parsed_at":"2024-04-14T10:22:48.083Z","dependency_job_id":"fdf71612-89a6-4e83-b913-5fd09c962ee4","html_url":"https://github.com/willyfh/visualtorch","commit_stats":{"total_commits":62,"total_committers":1,"mean_commits":62.0,"dds":0.0,"last_synced_commit":"45f516188f5797dd0878d19d173bbf70e9ee4d0b"},"previous_names":["willyfh/visualtorch"],"tags_count":6,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/willyfh%2Fvisualtorch","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/willyfh%2Fvisualtorch/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/willyfh%2Fvisualtorch/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/willyfh%2Fvisualtorch/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/willyfh","download_url":"https://codeload.github.com/willyfh/visualtorch/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247640465,"owners_count":20971557,"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":["architecture-diagram","architecture-visualization","artificial-intelligence","deep-learning","machine-learning","neural-network","pytorch","torch","visualization","visualtorch"],"created_at":"2024-11-03T12:05:55.218Z","updated_at":"2025-04-07T11:08:51.392Z","avatar_url":"https://github.com/willyfh.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003cdiv align=\"center\"\u003e\n \u003ch1\u003e🔥 VisualTorch 🔥\u003c/h1\u003e\n\n[![python](https://img.shields.io/badge/python-3.10%2B-blue)]() [![pytorch](https://img.shields.io/badge/pytorch-2.0%2B-orange)]() [![Downloads](https://static.pepy.tech/personalized-badge/visualtorch?period=total\u0026units=international_system\u0026left_color=grey\u0026right_color=green\u0026left_text=PyPI%20Downloads)](https://pepy.tech/project/visualtorch) [![Run Tests](https://github.com/willyfh/visualtorch/actions/workflows/pytest.yml/badge.svg)](https://github.com/willyfh/visualtorch/actions/workflows/pytest.yml) [![Documentation Status](https://readthedocs.org/projects/visualtorch/badge/?version=latest)](https://visualtorch.readthedocs.io/en/latest/?badge=latest)\n\n\u003c/div\u003e\n\n**VisualTorch** aims to help visualize Torch-based neural network architectures. It currently supports generating layered-style, graph-style, and LeNet-style architectures for PyTorch Sequential and Custom models. This tool is adapted from [visualkeras](https://github.com/paulgavrikov/visualkeras), [pytorchviz](https://github.com/szagoruyko/pytorchviz), and [pytorch-summary](https://github.com/sksq96/pytorch-summary).\n\n**Note:** VisualTorch may not yet support complex models, but contributions are welcome!\n\n\u003cdiv align=\"center\"\u003e\n\n![VisualTorch Examples](https://github.com/willyfh/visualtorch/assets/5786636/398c3356-4de0-446b-a30b-d8ebe532d2c2)\n\n\u003c/div\u003e\n\n## Documentation\n\nOnline documentation is available at [visualtorch.readthedocs.io](https://visualtorch.readthedocs.io/en/latest/).\n\nThe docs include [usage examples](https://visualtorch.readthedocs.io/en/latest/usage_examples/index.html), [API references](https://visualtorch.readthedocs.io/en/latest/markdown/api_references/index.html), and other useful information.\n\n## Installation\n\nSee the [Installation page](https://visualtorch.readthedocs.io/en/latest/markdown/get_started/installation.html).\n\n## Examples\n\nSee the [Usage Examples page](https://visualtorch.readthedocs.io/en/latest/usage_examples/index.html).\n\n## Contributing\n\nPlease feel free to send a pull request to contribute to this project by following this [guideline](https://github.com/willyfh/visualtorch/blob/main/CONTRIBUTING.md).\n\n## License\n\nThis poject is available as open source under the terms of the [MIT License](https://github.com/willyfh/visualtorch/blob/main/LICENSE).\n\nOriginally, this project was based on the [visualkeras](https://github.com/paulgavrikov/visualkeras) (under the MIT license), with additional modifications inspired by [pytorchviz](https://github.com/szagoruyko/pytorchviz), and [pytorch-summary](https://github.com/sksq96/pytorch-summary), both of which are also licensed under the MIT license.\n\n## Citation\n\nPlease cite this project in your publications if it helps your research.\n\n[A ready-made citation entry](https://visualtorch.readthedocs.io/en/latest/index.html#citation) is available.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwillyfh%2Fvisualtorch","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fwillyfh%2Fvisualtorch","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwillyfh%2Fvisualtorch/lists"}