{"id":16863652,"url":"https://github.com/keawang/differentiable_t1d","last_synced_at":"2025-04-11T08:59:34.489Z","repository":{"id":132055846,"uuid":"557642751","full_name":"KeAWang/differentiable_t1d","owner":"KeAWang","description":"Differentiable simulators for Type 1 Diabetes research in Jax and PyTorch ","archived":false,"fork":false,"pushed_at":"2023-08-25T01:44:34.000Z","size":6601,"stargazers_count":7,"open_issues_count":4,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-03-25T06:24:36.487Z","etag":null,"topics":["cgm","diabetes","differential-equations","dynamical-systems","glucose","insulin","jax","python","pytorch","simulator","t1d"],"latest_commit_sha":null,"homepage":"","language":"Python","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/KeAWang.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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":"2022-10-26T03:08:22.000Z","updated_at":"2024-07-01T14:37:16.000Z","dependencies_parsed_at":null,"dependency_job_id":"e393d86e-cf8c-4080-a743-823348461f7c","html_url":"https://github.com/KeAWang/differentiable_t1d","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KeAWang%2Fdifferentiable_t1d","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KeAWang%2Fdifferentiable_t1d/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KeAWang%2Fdifferentiable_t1d/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KeAWang%2Fdifferentiable_t1d/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/KeAWang","download_url":"https://codeload.github.com/KeAWang/differentiable_t1d/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248363668,"owners_count":21091413,"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":["cgm","diabetes","differential-equations","dynamical-systems","glucose","insulin","jax","python","pytorch","simulator","t1d"],"created_at":"2024-10-13T14:39:16.199Z","updated_at":"2025-04-11T08:59:34.482Z","avatar_url":"https://github.com/KeAWang.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Differentiable T1D Simulators\n\n\u003cp align=\"center\"\u003e\n  \u003cimg src=\"media/kanderian_data.png\"\u003e\n\u003c/p\u003e\n\nThis repository contains various simulators/dynamical systems for modeling Type 1 Diabetes (T1D) dynamics. \nWe implement our models in Jax and PyTorch, allowing for easy differentiation of the dynamics.\n\n**Examples**\n\nSee the `examples` folder for examples of how to generate data using our simulators.\n\n**Installation**\n1. Clone the repository: `git clone git@github.com:KeAWang/differentiable_t1d.git`\n2. `pip install ./differentiable_t1d`\n\n**Supported dynamics**\n- UVa/Padova 2008 simulator. See *Kovatchev et al., 2009. In silico preclinical trials: a proof of concept in closed-loop control of type 1 diabetes.*\n- Medtronic Virtual Patient (MVP) model. See *Kanderian et al., 2009. Identification of Intraday Metabolic Profiles during Closed-Loop Glucose Control in Individuals with Type 1 Diabetes*","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkeawang%2Fdifferentiable_t1d","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkeawang%2Fdifferentiable_t1d","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkeawang%2Fdifferentiable_t1d/lists"}