{"id":13454807,"url":"https://github.com/higgsfield/Capsule-Network-Tutorial","last_synced_at":"2025-03-24T06:31:27.291Z","repository":{"id":46249168,"uuid":"115489214","full_name":"higgsfield/Capsule-Network-Tutorial","owner":"higgsfield","description":"Pytorch easy-to-follow Capsule Network tutorial","archived":false,"fork":false,"pushed_at":"2019-10-04T16:46:07.000Z","size":12,"stargazers_count":768,"open_issues_count":13,"forks_count":135,"subscribers_count":12,"default_branch":"master","last_synced_at":"2025-03-21T20:11:17.289Z","etag":null,"topics":["capsule-network","clean-code","easy-to-use","pytorch","pytorch-tutorials"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/higgsfield.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2017-12-27T06:25:41.000Z","updated_at":"2025-02-22T16:51:17.000Z","dependencies_parsed_at":"2022-09-25T05:01:35.824Z","dependency_job_id":null,"html_url":"https://github.com/higgsfield/Capsule-Network-Tutorial","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/higgsfield%2FCapsule-Network-Tutorial","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/higgsfield%2FCapsule-Network-Tutorial/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/higgsfield%2FCapsule-Network-Tutorial/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/higgsfield%2FCapsule-Network-Tutorial/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/higgsfield","download_url":"https://codeload.github.com/higgsfield/Capsule-Network-Tutorial/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245222565,"owners_count":20580185,"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":["capsule-network","clean-code","easy-to-use","pytorch","pytorch-tutorials"],"created_at":"2024-07-31T08:00:58.085Z","updated_at":"2025-03-24T06:31:26.998Z","avatar_url":"https://github.com/higgsfield.png","language":"Jupyter Notebook","readme":"# Capsule-Network-Tutorial\nThis is easy-to-follow Capsule Network tutorial with clean readable code: [Capsule Network.ipynb\n](https://github.com/higgsfield/Capsule-Network-Tutorial/blob/master/Capsule%20Network.ipynb)\n\n[Dynamic Routing Between Capsules](https://arxiv.org/abs/1710.09829)\n\n**Understanding Hinton’s Capsule Networks** blog posts: \n\n[Part I: Intuition.](https://medium.com/ai%C2%B3-theory-practice-business/understanding-hintons-capsule-networks-part-i-intuition-b4b559d1159b)\n\n[Part II: How Capsules Work.](https://medium.com/ai%C2%B3-theory-practice-business/understanding-hintons-capsule-networks-part-ii-how-capsules-work-153b6ade9f66)\n\n[Part III: Dynamic Routing Between Capsules.](https://medium.com/ai%C2%B3-theory-practice-business/understanding-hintons-capsule-networks-part-iii-dynamic-routing-between-capsules-349f6d30418)\n","funding_links":[],"categories":["Implementations","Jupyter Notebook","Tutorials \u0026 books \u0026 examples｜教程 \u0026 书籍 \u0026 示例","Tutorials, books, \u0026 examples","Dynamic routing implementations"],"sub_categories":["PyTorch","Other libraries｜其他库:","Other libraries:"],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhiggsfield%2FCapsule-Network-Tutorial","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhiggsfield%2FCapsule-Network-Tutorial","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhiggsfield%2FCapsule-Network-Tutorial/lists"}