{"id":27631,"name":"deepgravity","description":"a PyTorch implementation of the paper \"Deep Gravity: enhancing mobility flows generation with deep neural networks and geographic information\"","url":"https://github.com/scikit-mobility/deepgravity","last_synced_at":"2025-09-05T03:40:47.835Z","repository":{"id":46125424,"uuid":"379271033","full_name":"scikit-mobility/DeepGravity","owner":"scikit-mobility","description":"a PyTorch implementation of the paper \"Deep Gravity: enhancing mobility flows generation with deep neural networks and geographic information\"","archived":false,"fork":false,"pushed_at":"2021-12-29T18:30:14.000Z","size":16883,"stargazers_count":94,"open_issues_count":9,"forks_count":38,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-04-13T15:10:36.764Z","etag":null,"topics":["deep-learning","flow","flow-generator","human-mobility","mobility","mobility-model","pytorch"],"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/scikit-mobility.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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":"2021-06-22T13:00:53.000Z","updated_at":"2025-04-07T07:04:53.000Z","dependencies_parsed_at":"2022-07-26T08:17:00.592Z","dependency_job_id":null,"html_url":"https://github.com/scikit-mobility/DeepGravity","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"purl":"pkg:github/scikit-mobility/DeepGravity","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/scikit-mobility%2FDeepGravity","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/scikit-mobility%2FDeepGravity/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/scikit-mobility%2FDeepGravity/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/scikit-mobility%2FDeepGravity/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/scikit-mobility","download_url":"https://codeload.github.com/scikit-mobility/DeepGravity/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/scikit-mobility%2FDeepGravity/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273708728,"owners_count":25153726,"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","status":"online","status_checked_at":"2025-09-05T02:00:09.113Z","response_time":402,"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":"scikit-mobility","name":"scikit-mobility","uuid":"45601440","kind":"organization","description":"","email":null,"website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/45601440?v=4","repositories_count":4,"last_synced_at":"2023-03-06T23:02:09.150Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/scikit-mobility","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-16T23:11:28.208Z","updated_at":"2023-03-06T23:02:09.153Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/scikit-mobility","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/scikit-mobility/repositories"},"packages":[],"commits":{"id":1361076,"full_name":"scikit-mobility/DeepGravity","default_branch":"master","committers":[{"name":"Luca Pappalardo","email":"lucapappalardo1984@gmail.com","login":null,"count":10},{"name":"FilippoSimini","email":"filippo.simini@gmail.com","login":null,"count":8},{"name":"Massimiliano Luca","email":"massimiliano.luca.ml@gmail.com","login":null,"count":6},{"name":"Luca Pappalardo","email":"lpappalardo@di.unipi.it","login":null,"count":2}],"total_commits":26,"total_committers":4,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":6.5,"dds":0.6153846153846154,"past_year_committers":[],"past_year_total_commits":0,"past_year_total_committers":0,"past_year_total_bot_commits":null,"past_year_total_bot_committers":null,"past_year_mean_commits":0.0,"past_year_dds":0.0,"last_synced_at":"2024-01-27T16:38:51.364Z","last_synced_commit":"8693536dac5046f7c484711b3665d73610d83e4b","created_at":"2023-09-13T13:38:21.968Z","updated_at":"2024-01-27T16:38:51.364Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/scikit-mobility%2FDeepGravity/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-05T00:00:10.343Z","repositories_count":5480019,"commits_count":853389012,"contributors_count":31098138,"owners_count":906558,"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":"scikit-mobility/DeepGravity","html_url":"https://github.com/scikit-mobility/DeepGravity","last_synced_at":"2025-08-31T09:28:58.694Z","status":null,"issues_count":9,"pull_requests_count":1,"avg_time_to_close_issue":70977.0,"avg_time_to_close_pull_request":8.0,"issues_closed_count":1,"pull_requests_closed_count":1,"pull_request_authors_count":1,"issue_authors_count":9,"avg_comments_per_issue":1.0,"avg_comments_per_pull_request":0.0,"merged_pull_requests_count":1,"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":70977.0,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":1,"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":1.0,"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":"2023-09-13T13:38:33.730Z","updated_at":"2025-09-01T18:31:09.952Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/scikit-mobility%2FDeepGravity","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/scikit-mobility%2FDeepGravity/issues","issue_labels_count":{"help wanted":3,"bug":1},"pull_request_labels_count":{},"issue_author_associations_count":{"NONE":9},"pull_request_author_associations_count":{"MEMBER":1},"issue_authors":{"fatimavrojas":1,"sunshineYin":1,"Umaruchain":1,"lawrence1999":1,"ShuaiQi2025":1,"j4freeman":1,"dmolitor":1,"xiang526":1,"newbie0621":1},"pull_request_authors":{"MassimilianoLuca":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-05T00:00:10.444Z","repositories_count":10083654,"issues_count":31270166,"pull_requests_count":96292973,"authors_count":10695038,"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":{"ShuaiQi2025":1},"past_year_pull_request_authors":{},"maintainers":[{"login":"MassimilianoLuca","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/MassimilianoLuca"}],"active_maintainers":[]},"events":{"total":{"IssuesEvent":2,"WatchEvent":14,"IssueCommentEvent":6,"ForkEvent":3},"last_year":{"IssuesEvent":2,"WatchEvent":14,"IssueCommentEvent":6,"ForkEvent":3}},"keywords":["deep-learning","flow","flow-generator","human-mobility","mobility","mobility-model","pytorch"],"dependencies":[],"score":6.021023349349527,"created_at":"2025-09-04T15:50:59.957Z","updated_at":"2025-10-07T08:12:15.390Z","avatar_url":"https://github.com/scikit-mobility.png","language":"Jupyter Notebook","category":null,"sub_category":null,"monthly_downloads":0,"funding_links":[],"readme_doi_urls":["https://doi.org/10.1038/s41467-021-26752-4"],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":["mobility-analysis","mobility-flows","network-science","risk-assessment","scikit-mobility","synthetic-flows"],"project_url":"https://science.ecosyste.ms/api/v1/projects/27631","html_url":"https://science.ecosyste.ms/projects/27631","bibtex_url":"https://science.ecosyste.ms/projects/27631/export.bibtex","apalike_url":"https://science.ecosyste.ms/projects/27631/export.apalike"}