{"id":22668612,"url":"https://github.com/lanl/vision_transformers_explained","last_synced_at":"2025-10-26T09:39:06.109Z","repository":{"id":218988723,"uuid":"747876944","full_name":"lanl/vision_transformers_explained","owner":"lanl","description":"This folder of code contains code and notebooks to supplement the \"Vision Transformers Explained\" series published on Towards Data Science written by Skylar Callis.","archived":false,"fork":false,"pushed_at":"2024-05-09T23:53:28.000Z","size":49204,"stargazers_count":45,"open_issues_count":0,"forks_count":11,"subscribers_count":5,"default_branch":"main","last_synced_at":"2024-06-27T00:19:17.255Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/lanl.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE.txt","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-01-24T20:18:44.000Z","updated_at":"2024-06-26T08:58:47.000Z","dependencies_parsed_at":"2024-05-10T00:47:12.394Z","dependency_job_id":null,"html_url":"https://github.com/lanl/vision_transformers_explained","commit_stats":null,"previous_names":["lanl/vision_transformers_explained"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lanl%2Fvision_transformers_explained","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lanl%2Fvision_transformers_explained/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lanl%2Fvision_transformers_explained/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lanl%2Fvision_transformers_explained/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/lanl","download_url":"https://codeload.github.com/lanl/vision_transformers_explained/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":228911888,"owners_count":17990774,"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":"2024-12-09T15:15:58.852Z","updated_at":"2025-10-26T09:39:01.061Z","avatar_url":"https://github.com/lanl.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"[//]: \u003c\u003e (THIS IS A MARKDOWN FILE, VIEW IN A MARKDOWN VIEWER OR CONVERT)\n\n# Vision Transformers Explained\n\nThis folder of code contains code and notebooks to supplement the Vision Transformers Explained series written by **Skylar Callis** for [*Towards Data Science*](https://towardsdatascience.com/). These articles can be read on Medium or in their equivalent Jupyter Notebook:\n\n- [Vision Transformers, Explained](https://towardsdatascience.com/vision-transformers-explained-a9d07147e4c8)\n\t- [Jupyter Notebook](https://github.com/lanl/vision_transformers_explained/blob/main/notebooks/VisionTransformersExplained.ipynb)\n- [Attention for Vision Transformers, Explained](https://towardsdatascience.com/attention-for-vision-transformers-explained-70f83984c673)\n\t- [Jupyter Notebook](https://github.com/lanl/vision_transformers_explained/blob/main/notebooks/AttentionExplained.ipynb)\n - [Position Embeddings for Vision Transformers, Explained](https://towardsdatascience.com/position-embeddings-for-vision-transformers-explained-a6f9add341d5)\n \t- [Jupyter Notebook](https://github.com/lanl/vision_transformers_explained/blob/main/notebooks/PositionEmbeddingExplained.ipynb)\n - [Tokens-to-Token Vision Transformers, Explained](https://towardsdatascience.com/tokens-to-token-vision-transformers-explained-2fa4e2002daa)\n\t- [Jupyter Notebook](https://github.com/lanl/vision_transformers_explained/blob/main/notebooks/TokensToTokenViTExplained.ipynb)\n\nThis project were developed by **Skylar Callis** while working as a post-bachelors student at [Los Alamos National Laboratory (LANL)](https://www.lanl.gov/?source=globalheader) from 2022 - 2024. To see what they are up to these days, visit [Skylar's Website ](https://skylar-jean.com).\n\nThe Vision Transformers Explained code has been approved by LANL for a BSD-3 open source license under O#4693. The written components have been approved for release as LA-UR-23–33876.\n\nThe GitHub page for this code can be found [here](https://github.com/lanl/vision_transformers_explained).","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flanl%2Fvision_transformers_explained","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Flanl%2Fvision_transformers_explained","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flanl%2Fvision_transformers_explained/lists"}