{"id":22161722,"url":"https://github.com/k-forghani/blood-pressure-estimation","last_synced_at":"2025-06-28T13:32:13.332Z","repository":{"id":254657399,"uuid":"814322982","full_name":"k-forghani/blood-pressure-estimation","owner":"k-forghani","description":"Blood Pressure Estimation using PPG Signal and Demographic Features","archived":false,"fork":false,"pushed_at":"2024-08-25T13:48:46.000Z","size":43293,"stargazers_count":4,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-06-20T14:11:41.725Z","etag":null,"topics":["blood-pressure-estimation","demographics-data","ppg-signal","pycaret","tensorflow","time-series"],"latest_commit_sha":null,"homepage":"","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/k-forghani.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":"2024-06-12T19:28:32.000Z","updated_at":"2025-06-19T11:42:54.000Z","dependencies_parsed_at":"2025-01-29T20:43:43.741Z","dependency_job_id":null,"html_url":"https://github.com/k-forghani/blood-pressure-estimation","commit_stats":null,"previous_names":["k-forghani/blood-pressure-estimation"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/k-forghani/blood-pressure-estimation","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/k-forghani%2Fblood-pressure-estimation","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/k-forghani%2Fblood-pressure-estimation/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/k-forghani%2Fblood-pressure-estimation/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/k-forghani%2Fblood-pressure-estimation/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/k-forghani","download_url":"https://codeload.github.com/k-forghani/blood-pressure-estimation/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/k-forghani%2Fblood-pressure-estimation/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":260959198,"owners_count":23088824,"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":["blood-pressure-estimation","demographics-data","ppg-signal","pycaret","tensorflow","time-series"],"created_at":"2024-12-02T04:16:38.643Z","updated_at":"2025-06-20T14:12:16.356Z","avatar_url":"https://github.com/k-forghani.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Blood Pressure Estimation\n\n## Introduction\n\nA playground on estimating blood pressure based on PPG signals associated with demographic data obtained from hundereds of cases.\n\n## Setup\n\nSet up the environment.\n\n```shell\npython3 -m venv env\nsource env/bin/activate\npip install --upgrade pip\npip install -r requirements.txt\n```\n\nOn Ubuntu operating system, just run `setup.sh`, and then you can launch *JupyterLab*\n\n```bash\njupyter lab\n```\n\nto explore the project.\n\n**Note**: If you have installed new dependencies, please freeze them into `requirements.txt` for future use:\n\n```shell\npip3 freeze \u003e requirements.txt\n```\n\n## Requirements\n\n```\npip3 install numpy pandas openpyxl tqdm matplotlib jupyterlab scipy pyampd mrmr_selection mat73 tensorflow pydot scikit-learn sklearn_relief seaborn pycaret[analysis]\n```\n\n## License\n\nThis project has been released under *MIT License*.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fk-forghani%2Fblood-pressure-estimation","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fk-forghani%2Fblood-pressure-estimation","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fk-forghani%2Fblood-pressure-estimation/lists"}