{"id":15600986,"url":"https://github.com/lucidrains/amie-pytorch","last_synced_at":"2025-06-15T00:33:05.390Z","repository":{"id":216982791,"uuid":"742869079","full_name":"lucidrains/AMIE-pytorch","owner":"lucidrains","description":"Implementation of the general framework for AMIE, from the paper \"Towards Conversational Diagnostic AI\", out of Google Deepmind","archived":false,"fork":false,"pushed_at":"2024-09-16T14:43:19.000Z","size":952,"stargazers_count":59,"open_issues_count":0,"forks_count":1,"subscribers_count":6,"default_branch":"main","last_synced_at":"2025-04-08T06:42:06.473Z","etag":null,"topics":["artificial-intelligence","deep-learning","differential-diagnosis"],"latest_commit_sha":null,"homepage":"","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/lucidrains.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":"2024-01-13T16:02:59.000Z","updated_at":"2025-03-06T23:35:48.000Z","dependencies_parsed_at":"2024-02-05T17:48:16.498Z","dependency_job_id":"1536778f-c396-4a17-8047-c6c0fb81e946","html_url":"https://github.com/lucidrains/AMIE-pytorch","commit_stats":{"total_commits":16,"total_committers":1,"mean_commits":16.0,"dds":0.0,"last_synced_commit":"876ca7cc8a8f105592d173f9ddc6124dde536222"},"previous_names":["lucidrains/amie-pytorch"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/lucidrains/AMIE-pytorch","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lucidrains%2FAMIE-pytorch","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lucidrains%2FAMIE-pytorch/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lucidrains%2FAMIE-pytorch/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lucidrains%2FAMIE-pytorch/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/lucidrains","download_url":"https://codeload.github.com/lucidrains/AMIE-pytorch/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lucidrains%2FAMIE-pytorch/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":259905321,"owners_count":22929915,"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":["artificial-intelligence","deep-learning","differential-diagnosis"],"created_at":"2024-10-03T02:11:01.698Z","updated_at":"2025-06-15T00:33:05.364Z","avatar_url":"https://github.com/lucidrains.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003cimg src=\"./amie.png\" width=\"450px\"\u003e\u003c/img\u003e\n\n## AMIE - Pytorch (wip)\n\nImplementation of the general framework for \u003ca href=\"https://www.nature.com/articles/d41586-024-00099-4\"\u003eAMIE\u003c/a\u003e, from the paper \u003ca href=\"https://arxiv.org/abs/2401.05654\"\u003eTowards Conversational Diagnostic AI\u003c/a\u003e, out of Google Deepmind\n\nReach out to me if you are at least a 3rd year medical student, have kept up with the current state of deep learning, and interested in this project.\n\n## Todo\n\n- [ ] allow for a DPO-like formulation. do not think google deepmind has adopted this across the org just yet.\n\n## Citations\n\n```bibtex\n@inproceedings{Tu2024TowardsCD,\n    title   = {Towards Conversational Diagnostic AI},\n    author  = {Tao Tu and Anil Palepu and Mike Schaekermann and Khaled Saab and Jan Freyberg and Ryutaro Tanno and Amy Wang and Brenna Li and Mohamed Amin and Nenad Toma{\\vs}ev and Shekoofeh Azizi and Karan Singhal and Yong Cheng and Le Hou and Albert Webson and Kavita Kulkarni and S Sara Mahdavi and Christopher Semturs and Juraj Gottweis and Joelle Barral and Katherine Chou and Greg S. Corrado and Yossi Matias and Alan Karthikesalingam and Vivek Natarajan},\n    year    = {2024},\n    url     = {https://api.semanticscholar.org/CorpusID:266933212}\n}\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flucidrains%2Famie-pytorch","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Flucidrains%2Famie-pytorch","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flucidrains%2Famie-pytorch/lists"}