{"id":23632205,"url":"https://github.com/harmonydata/experiments","last_synced_at":"2025-11-08T14:30:35.090Z","repository":{"id":180913976,"uuid":"665908058","full_name":"harmonydata/experiments","owner":"harmonydata","description":"Experiments with Harmony","archived":false,"fork":false,"pushed_at":"2024-04-10T09:26:54.000Z","size":1155,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2024-12-28T03:29:11.313Z","etag":null,"topics":["auc","evaluation","harmony","harmonydata","large-language-model","llm","natural-language-processing","nlp","roc"],"latest_commit_sha":null,"homepage":"https://harmonydata.ac.uk","language":"Jupyter Notebook","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/harmonydata.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":"2023-07-13T09:11:49.000Z","updated_at":"2024-10-29T11:38:38.000Z","dependencies_parsed_at":"2024-04-10T10:45:03.571Z","dependency_job_id":null,"html_url":"https://github.com/harmonydata/experiments","commit_stats":null,"previous_names":["harmonydata/experiments"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/harmonydata%2Fexperiments","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/harmonydata%2Fexperiments/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/harmonydata%2Fexperiments/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/harmonydata%2Fexperiments/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/harmonydata","download_url":"https://codeload.github.com/harmonydata/experiments/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":239558913,"owners_count":19658927,"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":["auc","evaluation","harmony","harmonydata","large-language-model","llm","natural-language-processing","nlp","roc"],"created_at":"2024-12-28T03:27:59.873Z","updated_at":"2025-11-08T14:30:35.059Z","avatar_url":"https://github.com/harmonydata.png","language":"Jupyter Notebook","readme":"# experiments\nExperiments with Harmony\n\n## Factor loading\n\nCan Harmony reproduce factor loadings from the SDQ? Attempting to reproduce factor loadings from the 5-factor model from [Karlsson et al](https://doi.org/10.1371/journal.pone.0265481).\n\n## Kufungisisa\n\nHow does Harmony handle cultural concepts of distress such as *kufungisisa* (thinking too much) in Shona?\n\nI had to use a Shona transformer model for this. \n\nUsing [Shona symptom questionnaire for the detection of depression and anxiety](https://depts.washington.edu/edgh/zw/hit/web/project-resources/shona_symptom_questionnaire.pdf) and running in Google Colab.\n\n## Multilingual evaluation\n\nHarmony can now handle 8 languages (at least):\n* Portuguese, French, German, Spanish, Russian, Chinese, Hebrew\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fharmonydata%2Fexperiments","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fharmonydata%2Fexperiments","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fharmonydata%2Fexperiments/lists"}