{"id":10114,"name":"vision_transformers_explained","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.","url":"https://github.com/lanl/vision_transformers_explained","last_synced_at":"2026-10-04T13:03:26.429Z","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":98,"open_issues_count":1,"forks_count":22,"subscribers_count":4,"default_branch":"main","last_synced_at":"2026-10-02T07:48:55.780Z","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,"zenodo":null}},"created_at":"2024-01-24T20:18:44.000Z","updated_at":"2026-09-01T07:04:22.000Z","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,"purl":"pkg:github/lanl/vision_transformers_explained","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","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lanl%2Fvision_transformers_explained/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":343072799,"owners_count":38001048,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-10-03T21:59:58.778Z","status":"online","status_checked_at":"2026-10-04T02:00:06.888Z","response_time":127,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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"}},"owner":{"login":"lanl","name":"Los Alamos National Laboratory","uuid":"585305","kind":"organization","description":"","email":"github-register@lanl.gov","website":"https://www.lanl.gov/","location":"Los Alamos, New Mexico, USA","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/585305?v=4","repositories_count":659,"last_synced_at":"2026-10-01T22:31:15.573Z","metadata":{"has_sponsors_listing":false,"funding":null},"html_url":"https://github.com/lanl","funding_links":[],"total_stars":6586,"followers":738,"following":0,"created_at":"2022-11-03T03:20:28.693Z","updated_at":"2026-10-01T22:31:15.708Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/lanl","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/lanl/repositories"},"packages":[],"commits":{"id":7465844,"full_name":"lanl/vision_transformers_explained","default_branch":"main","total_commits":29,"total_committers":1,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":29.0,"dds":0.0,"past_year_total_commits":0,"past_year_total_committers":0,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":0.0,"past_year_dds":0.0,"last_synced_at":"2026-09-30T09:03:11.730Z","last_synced_commit":"3cdf23fb1c52c273191b6ed731405b808bbecdf2","created_at":"2024-12-09T15:15:56.598Z","updated_at":"2026-09-30T09:03:11.678Z","committers":[{"name":"Skylar Callis","email":"sjcallis@lanl.gov","login":"skylarjean","count":29}],"past_year_committers":[],"commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/lanl%2Fvision_transformers_explained/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-10-04T00:00:07.749Z","repositories_count":8082113,"commits_count":1228739059,"contributors_count":56184760,"owners_count":1690884,"committers_count":3732253,"icon_url":"https://github.com/github.png","host_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories"}},"issues_stats":{"full_name":"lanl/vision_transformers_explained","html_url":"https://github.com/lanl/vision_transformers_explained","last_synced_at":"2026-09-30T09:02:46.782Z","status":null,"issues_count":1,"pull_requests_count":0,"avg_time_to_close_issue":null,"avg_time_to_close_pull_request":null,"issues_closed_count":0,"pull_requests_closed_count":0,"pull_request_authors_count":0,"issue_authors_count":1,"avg_comments_per_issue":0.0,"avg_comments_per_pull_request":null,"merged_pull_requests_count":0,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":1,"past_year_pull_requests_count":0,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":0,"past_year_pull_request_authors_count":0,"past_year_issue_authors_count":1,"past_year_avg_comments_per_issue":0.0,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":0,"created_at":"2024-12-09T15:15:57.094Z","updated_at":"2026-09-30T09:02:46.783Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/lanl%2Fvision_transformers_explained","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/lanl%2Fvision_transformers_explained/issues","issue_labels_count":{},"pull_request_labels_count":{},"issue_author_associations_count":{"NONE":1},"pull_request_author_associations_count":{},"issue_authors":{"JaylenZhang19":1},"pull_request_authors":{},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-10-04T00:00:07.477Z","repositories_count":17796713,"issues_count":47434633,"pull_requests_count":147302313,"authors_count":11913910,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"},"past_year_issue_labels_count":{},"past_year_pull_request_labels_count":{},"past_year_issue_author_associations_count":{"NONE":1},"past_year_pull_request_author_associations_count":{},"past_year_issue_authors":{"JaylenZhang19":1},"past_year_pull_request_authors":{},"maintainers":[],"active_maintainers":[]},"events":{"total":{"ForkEvent":5,"WatchEvent":30},"last_year":{"WatchEvent":1}},"keywords":[],"dependencies":[],"score":4.59511985013459,"science_score":31.0,"science_score_breakdown":{"score":31.0,"breakdown":{"has_citation_file":{"present":true,"strength":1.0,"format":"cff","description":"Citation metadata","details":"Validated CITATION.cff metadata"},"has_codemeta":{"present":false,"description":"codemeta.json file","details":null},"has_zenodo":{"present":false,"description":".zenodo.json file","details":null},"has_doi_in_readme":{"present":false,"description":"DOI references","details":null,"journal_dois":0,"archive_dois":0},"has_academic_links":{"present":false,"description":"Academic publication links","details":null,"sites":[]},"has_academic_committers":{"present":true,"strength":1.0,"description":"Committers with academic emails","details":"1 of 1 committers (100.0%) from academic institutions","committers":[{"name":"Skylar Callis","domain":"lanl.gov","commits":29,"source":"ror","strength":1.0}]},"has_institutional_owner":{"present":true,"strength":1.0,"description":"Institutional organization owner","details":"Organization lanl has institutional domain (lanl.gov via lanl.gov, ror)","domain":"lanl.gov","source":"ror","external_id":"https://ror.org/01e41cf67"},"has_scientific_registry":{"present":false,"description":"Scientific package registry","details":null},"has_scientific_dependencies":{"present":false,"description":"Scientific dependencies","details":null},"has_research_tooling":{"present":true,"strength":0.4,"description":"Research tooling","details":"Detected: tool: jupyter","evidence":["tool: jupyter"],"score":0.0},"negative_indicators":{"present":false,"penalty":0.0,"description":"Non-research indicators","details":null},"has_joss_paper":{"present":false,"description":"JOSS paper metadata","details":null},"joss_vocabulary_similarity":{"present":false,"description":"Scientific vocabulary similarity","details":"Vocabulary score 24.7 from science, notebooks, national_laboratory","score":24.65,"terms":["science","notebooks","national_laboratory"],"model_id":6}},"max_score":100},"created_at":"2025-09-04T15:50:33.604Z","updated_at":"2026-10-04T13:10:45.226Z","avatar_url":"https://github.com/lanl.png","language":"Jupyter Notebook","category":null,"sub_category":null,"monthly_downloads":0,"funding_links":[],"readme_doi_urls":[],"arxiv_ids":[],"orcids":["0009-0009-4133-377X"],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/10114","html_url":"https://science.ecosyste.ms/projects/10114","releases_url":"https://science.ecosyste.ms/api/v1/projects/10114/releases","bibtex_url":"https://science.ecosyste.ms/projects/10114/export.bibtex","apalike_url":"https://science.ecosyste.ms/projects/10114/export.apalike","csl_url":"https://science.ecosyste.ms/projects/10114/export.csl","fields":[{"id":"https://openalex.org/fields/17","name":"Computer Science","domain":"Physical Sciences","score":0.043651},{"id":"https://openalex.org/fields/11","name":"Agricultural and Biological Sciences","domain":"Life Sciences","score":0.038649},{"id":"https://openalex.org/fields/33","name":"Social Sciences","domain":"Social Sciences","score":0.033966},{"id":"https://openalex.org/fields/18","name":"Decision Sciences","domain":"Social Sciences","score":0.032618}]}