{"id":23288713,"url":"https://github.com/grfrederic/identifiability","last_synced_at":"2025-04-06T16:42:40.243Z","repository":{"id":163428658,"uuid":"598125786","full_name":"grfrederic/identifiability","owner":"grfrederic","description":"Supplementary code for studying non-identifiable models using MCMC simulations used in the research article \"Predictive power of non-identifiable models\".","archived":false,"fork":false,"pushed_at":"2023-10-23T09:50:21.000Z","size":43,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-02-12T22:37:51.010Z","etag":null,"topics":["bayesian","mcmc","non-identifiability","ode","systems-biology"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"bsd-3-clause","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/grfrederic.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":"2023-02-06T13:06:25.000Z","updated_at":"2024-06-23T10:23:56.000Z","dependencies_parsed_at":null,"dependency_job_id":"efdba88f-cd21-4e78-afb1-00ffc71050a8","html_url":"https://github.com/grfrederic/identifiability","commit_stats":{"total_commits":19,"total_committers":1,"mean_commits":19.0,"dds":0.0,"last_synced_commit":"8991ca9ca127c48ee25ec9f0ba60b7d58d220703"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/grfrederic%2Fidentifiability","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/grfrederic%2Fidentifiability/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/grfrederic%2Fidentifiability/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/grfrederic%2Fidentifiability/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/grfrederic","download_url":"https://codeload.github.com/grfrederic/identifiability/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247517757,"owners_count":20951711,"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":["bayesian","mcmc","non-identifiability","ode","systems-biology"],"created_at":"2024-12-20T03:34:23.770Z","updated_at":"2025-04-06T16:42:40.222Z","avatar_url":"https://github.com/grfrederic.png","language":"Jupyter Notebook","readme":"## identifiability\nSupplementary code used in the research article \"[Predictive power of non-identifiable models](https://doi.org/10.1038/s41598-023-37939-8)\" published in *Scientific Reports* (2023).\n\n### Overview\nThe `identifiability` module contains definitions of studied models, utils for running MCMC and ODE solver configurations. The two notebooks (`generate data.ipynb`, `generate figures.ipynb`) were used to generate figures presented in the article.\n\n### Requirements\nFor a list of Python modules see `requirements.txt`.\n\n### License\nThe code is open source under the 3-Clause BSD license (see file LICENSE or visit https://opensource.org/licenses/BSD-3-Clause).\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgrfrederic%2Fidentifiability","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fgrfrederic%2Fidentifiability","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgrfrederic%2Fidentifiability/lists"}