{"id":18259170,"url":"https://github.com/piercingdan/capsnet-notebook","last_synced_at":"2025-07-05T23:34:42.529Z","repository":{"id":210464175,"uuid":"136019071","full_name":"PiercingDan/capsnet-notebook","owner":"PiercingDan","description":"An annotated implementation of CapsNet in PyTorch on MNIST heavily based on earlier implementations","archived":false,"fork":false,"pushed_at":"2018-06-04T12:08:03.000Z","size":4,"stargazers_count":1,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-02-14T18:23:05.226Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"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/PiercingDan.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,"governance":null}},"created_at":"2018-06-04T12:05:02.000Z","updated_at":"2019-02-28T19:54:30.000Z","dependencies_parsed_at":"2023-12-02T23:21:53.678Z","dependency_job_id":"e6e8fc84-c9a3-4c81-bf4d-90bf32371163","html_url":"https://github.com/PiercingDan/capsnet-notebook","commit_stats":null,"previous_names":["piercingdan/capsnet-notebook"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PiercingDan%2Fcapsnet-notebook","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PiercingDan%2Fcapsnet-notebook/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PiercingDan%2Fcapsnet-notebook/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PiercingDan%2Fcapsnet-notebook/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/PiercingDan","download_url":"https://codeload.github.com/PiercingDan/capsnet-notebook/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247947823,"owners_count":21023058,"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":[],"created_at":"2024-11-05T10:36:48.508Z","updated_at":"2025-04-08T23:37:27.161Z","avatar_url":"https://github.com/PiercingDan.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# MNIST CapsNet \n*By Danny Luo*\n\nImplementation of capsules network model on MNIST in PyTorch (heavily) based on GramAI's implementation by Kenta Iwasaki and subsequent versions. CUDA disabled by default.\n\nThis notebook offers further explanation and annotation to offer the user a deep understanding of capsules machinery.\n\n*Capsules Paper*:\n* Sara Sabour, Nicholas Frosst, and Geoffrey E. Hinton *Dynamic Routing Between Capsules*\n\n*References*\n* https://gist.github.com/kendricktan/9a776ec6322abaaf03cc9befd35508d4 \n* https://github.com/gram-ai/capsule-networks\n* https://github.com/naturomics/CapsNet-Tensorflow\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpiercingdan%2Fcapsnet-notebook","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpiercingdan%2Fcapsnet-notebook","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpiercingdan%2Fcapsnet-notebook/lists"}