{"id":98698,"name":null,"description":"Code from the paper \"A signature-based machine learning model for bipolar disorder and borderline personality disorder\".","url":"https://github.com/alan-turing-institute/signatures-psychiatry","last_synced_at":"2025-09-09T02:23:55.610Z","repository":{"id":37604908,"uuid":"153603689","full_name":"alan-turing-institute/signatures-psychiatry","owner":"alan-turing-institute","description":"Code from the paper \"A signature-based machine learning model for bipolar disorder and borderline personality disorder\".","archived":false,"fork":false,"pushed_at":"2023-07-06T21:35:18.000Z","size":4371,"stargazers_count":26,"open_issues_count":4,"forks_count":8,"subscribers_count":8,"default_branch":"master","last_synced_at":"2025-06-19T20:48:48.070Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/alan-turing-institute.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2018-10-18T10:06:17.000Z","updated_at":"2025-06-08T21:41:45.000Z","dependencies_parsed_at":"2024-11-13T13:44:11.223Z","dependency_job_id":"a47a80e3-dea4-4d6a-a4c6-d57a627bb52f","html_url":"https://github.com/alan-turing-institute/signatures-psychiatry","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/alan-turing-institute/signatures-psychiatry","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alan-turing-institute%2Fsignatures-psychiatry","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alan-turing-institute%2Fsignatures-psychiatry/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alan-turing-institute%2Fsignatures-psychiatry/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alan-turing-institute%2Fsignatures-psychiatry/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/alan-turing-institute","download_url":"https://codeload.github.com/alan-turing-institute/signatures-psychiatry/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alan-turing-institute%2Fsignatures-psychiatry/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274231865,"owners_count":25245864,"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":"2025-09-09T02:00:10.223Z","response_time":80,"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":"alan-turing-institute","name":"The Alan Turing Institute","uuid":"18304793","kind":"organization","description":"The UK's national institute for data science and artificial intelligence.","email":"info@turing.ac.uk","website":"https://turing.ac.uk","location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/18304793?v=4","repositories_count":477,"last_synced_at":"2024-03-20T20:54:47.403Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/alan-turing-institute","funding_links":[],"total_stars":6118,"followers":null,"following":null,"created_at":"2022-11-09T04:45:51.433Z","updated_at":"2024-03-20T20:56:49.775Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/alan-turing-institute","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/alan-turing-institute/repositories"},"packages":[],"commits":{"id":5495407,"full_name":"alan-turing-institute/signatures-psychiatry","default_branch":"master","committers":null,"total_commits":null,"total_committers":null,"total_bot_commits":null,"total_bot_committers":null,"mean_commits":null,"dds":null,"past_year_committers":null,"past_year_total_commits":null,"past_year_total_committers":null,"past_year_total_bot_commits":null,"past_year_total_bot_committers":null,"past_year_mean_commits":null,"past_year_dds":null,"last_synced_at":null,"last_synced_commit":null,"created_at":"2024-11-13T13:41:32.734Z","updated_at":"2024-11-13T13:41:32.734Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/alan-turing-institute%2Fsignatures-psychiatry/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-09T00:17:06.873Z","repositories_count":5502285,"commits_count":856637890,"contributors_count":31314440,"owners_count":913743,"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":"alan-turing-institute/signatures-psychiatry","html_url":"https://github.com/alan-turing-institute/signatures-psychiatry","last_synced_at":"2025-06-19T20:40:47.980Z","status":null,"issues_count":4,"pull_requests_count":11,"avg_time_to_close_issue":7691959.333333333,"avg_time_to_close_pull_request":5112444.5,"issues_closed_count":3,"pull_requests_closed_count":8,"pull_request_authors_count":5,"issue_authors_count":2,"avg_comments_per_issue":0.75,"avg_comments_per_pull_request":0.45454545454545453,"merged_pull_requests_count":4,"bot_issues_count":0,"bot_pull_requests_count":2,"past_year_issues_count":0,"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":0,"past_year_avg_comments_per_issue":null,"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":"2024-11-13T13:41:35.807Z","updated_at":"2025-06-19T20:40:47.980Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/alan-turing-institute%2Fsignatures-psychiatry","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/alan-turing-institute%2Fsignatures-psychiatry/issues","issue_labels_count":{},"pull_request_labels_count":{"dependencies":2},"issue_author_associations_count":{"MEMBER":4},"pull_request_author_associations_count":{"MEMBER":5,"NONE":3,"COLLABORATOR":1},"issue_authors":{"LouiseABowler":3,"KirstieJane":1},"pull_request_authors":{"LouiseABowler":4,"dependabot[bot]":2,"KirstieJane":1,"GabrielCamba":1,"imanolperez":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-04T00:00:25.939Z","repositories_count":10078555,"issues_count":31286015,"pull_requests_count":95989226,"authors_count":10692524,"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":{},"past_year_pull_request_author_associations_count":{},"past_year_issue_authors":{},"past_year_pull_request_authors":{},"maintainers":[{"login":"LouiseABowler","count":7,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/LouiseABowler"},{"login":"KirstieJane","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/KirstieJane"},{"login":"imanolperez","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/imanolperez"}],"active_maintainers":[]},"events":{"total":{"WatchEvent":1},"last_year":{"WatchEvent":1}},"keywords":[],"dependencies":[{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2022-08-24T20:21:42.502Z","updated_at":"2022-08-24T20:21:42.502Z","repository_link":"https://github.com/alan-turing-institute/signatures-psychiatry/blob/master/requirements.txt","dependencies":[{"id":2559456950,"package_name":"numpy","ecosystem":"pypi","requirements":"==1.16.0","direct":true,"kind":"runtime","optional":false},{"id":2559456951,"package_name":"esig","ecosystem":"pypi","requirements":"==0.6.31","direct":true,"kind":"runtime","optional":false},{"id":2559456952,"package_name":"pandas","ecosystem":"pypi","requirements":"==0.20.1","direct":true,"kind":"runtime","optional":false},{"id":2559456953,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"==0.20.2","direct":true,"kind":"runtime","optional":false},{"id":2559456954,"package_name":"scipy","ecosystem":"pypi","requirements":"==1.2.1","direct":true,"kind":"runtime","optional":false},{"id":2559456955,"package_name":"matplotlib","ecosystem":"pypi","requirements":"==2.0.1","direct":true,"kind":"runtime","optional":false},{"id":2559456956,"package_name":"pytest","ecosystem":"pypi","requirements":"==4.4.1","direct":true,"kind":"runtime","optional":false},{"id":2559456957,"package_name":"seaborn","ecosystem":"pypi","requirements":"==0.8.1","direct":true,"kind":"runtime","optional":false},{"id":2559456958,"package_name":"tqdm","ecosystem":"pypi","requirements":"==4.31.1","direct":true,"kind":"runtime","optional":false}]}],"score":null,"created_at":"2025-09-08T21:58:01.550Z","updated_at":"2025-10-07T08:30:48.874Z","avatar_url":"https://github.com/alan-turing-institute.png","language":"Python","category":null,"sub_category":null,"monthly_downloads":0,"funding_links":[],"readme_doi_urls":["https://doi.org/10.1038/s41398-018-0334-0"],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/98698","html_url":"https://science.ecosyste.ms/projects/98698"}