{"id":24118977,"url":"https://github.com/arrhythmia-detection/authorfeatureextracteddecisiontreeesp32s3","last_synced_at":"2026-05-19T05:38:20.866Z","repository":{"id":271733637,"uuid":"912373875","full_name":"arrhythmia-detection/AuthorFeatureExtractedDecisionTreeEsp32S3","owner":"arrhythmia-detection","description":"Deploys a vanilla non-optimized Decision Tree for Arrhythmia classification using Chapman ECG dataset on ESP32-S3 dev kit","archived":false,"fork":false,"pushed_at":"2025-01-11T16:35:54.000Z","size":22,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-28T21:07:32.879Z","etag":null,"topics":["arrhythmia-classification","decisiontreeclassifier","eloquent","esp32-arduino","esp32-s3","scikit-learn"],"latest_commit_sha":null,"homepage":"","language":"C++","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/arrhythmia-detection.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":"2025-01-05T11:57:38.000Z","updated_at":"2025-01-11T16:40:14.000Z","dependencies_parsed_at":null,"dependency_job_id":"47a71b47-d121-426d-8139-80c2f95c0125","html_url":"https://github.com/arrhythmia-detection/AuthorFeatureExtractedDecisionTreeEsp32S3","commit_stats":null,"previous_names":["arrhythmia-detection/authorfeatureextracteddecisiontreeesp32s3"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/arrhythmia-detection/AuthorFeatureExtractedDecisionTreeEsp32S3","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/arrhythmia-detection%2FAuthorFeatureExtractedDecisionTreeEsp32S3","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/arrhythmia-detection%2FAuthorFeatureExtractedDecisionTreeEsp32S3/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/arrhythmia-detection%2FAuthorFeatureExtractedDecisionTreeEsp32S3/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/arrhythmia-detection%2FAuthorFeatureExtractedDecisionTreeEsp32S3/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/arrhythmia-detection","download_url":"https://codeload.github.com/arrhythmia-detection/AuthorFeatureExtractedDecisionTreeEsp32S3/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/arrhythmia-detection%2FAuthorFeatureExtractedDecisionTreeEsp32S3/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":279020044,"owners_count":26086806,"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","status":"online","status_checked_at":"2025-10-14T02:00:06.444Z","response_time":60,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":["arrhythmia-classification","decisiontreeclassifier","eloquent","esp32-arduino","esp32-s3","scikit-learn"],"created_at":"2025-01-11T09:38:10.864Z","updated_at":"2025-10-14T17:44:58.486Z","avatar_url":"https://github.com/arrhythmia-detection.png","language":"C++","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003ch1 align=\"center\"\u003e\n    Decision Tree Author Extracted Features Deployment on ESP32 S3\n\u003c/h1\u003e\n\n\u003ch4 align=\"center\"\u003e\n    \u003ca href=\"https://scikit-learn.org/stable/\"\u003e\n        \u003cimg src=\"https://img.shields.io/badge/scikit--learn 1.5.1-%23F7931E.svg?style=for-the-badge\u0026logo=scikit-learn\u0026logoColor=white\"  alt=\"whatever\"/\u003e\n    \u003c/a\u003e\n    \u003ch5 align=\"center\"\u003e\n            \u003ca href=\"https://en.cppreference.com/w/cpp/17\"\u003e\n                \u003cimg src=\"https://img.shields.io/badge/c++ 17-%2300599C.svg?style=for-the-badge\u0026logo=c%2B%2B\u0026logoColor=white\"  alt=\"whatever\"\u003e\n            \u003c/a\u003e\n    \u003c/h5\u003e\n\u003c/h4\u003e\n\n\u003ch4 align=\"center\"\u003e\n    \u003cdiv align=\"center\"\u003e\n        \u003chr width=\"250px\"/\u003e\n    \u003c/div\u003e\n        \u003ch4 align=\"center\"\u003eTools\u003c/h4\u003e\n        \u003ch4 align=\"center\"\u003e\n            \u003ca href=\"https://www.jetbrains.com/clion/\"\u003e\n                \u003cimg src=\"https://img.shields.io/badge/CLion 2024-000000?style=for-the-badge\u0026logo=clion\u0026logoColor=white\"  alt=\"whatever\"\u003e\n            \u003c/a\u003e\n            \u003ca href=\"https://github.com/espressif/arduino-esp32/releases/tag/3.0.7\"\u003e\n                \u003cimg src=\"https://img.shields.io/badge/Arduino Core 3.0.7-00979D?style=for-the-badge\u0026logo=Arduino\u0026logoColor=white\"  alt=\"whatever\"\u003e\n            \u003c/a\u003e\n            \u003ca href=\"https://docs.espressif.com/projects/esp-idf/en/stable/esp32s3/hw-reference/esp32s3/user-guide-devkitc-1.html\"\u003e\n                \u003cimg src=\"https://img.shields.io/badge/espressif32 s3 dev kit-E7352C.svg?style=for-the-badge\u0026logo=espressif\u0026logoColor=white\"  alt=\"whatever\"/\u003e\n            \u003c/a\u003e\n        \u003c/h4\u003e\n        \u003cdiv align=\"center\"\u003e\n            \u003ca href=\"https://platformio.org/\"\u003e\n                 \u003cimg src=\"https://img.shields.io/badge/PlatformIO-6.1.16-orange.svg\"  alt=\"whatever\"\u003e\n            \u003c/a\u003e\n            \u003chr width=\"250px\"/\u003e   \n        \u003c/div\u003e\n\u003c/h4\u003e\n\nThis is a standard [platformio](https://platformio.org/) project for `esp32-s3-devkitc-1`\nboard which deploys a vanilla [Decision Tree](include/author_provided_feat_dt_v1.h) (*non optimized*) to ESP32-S3 chip\nand collects necessary performance metrics (see [Collected Metrics](CollectedMetrics.md)).\nFor model training etc., please refer to\n[this repository](https://github.com/arrhythmia-detection/ArrhythmiaDetectionModels).\n\n\u0026#160;\n\n\u003cdiv align=\"center\"\u003eCopyright \u0026copy; 2025-present \n     \u003ca href=\"https://github.com/Inmoresentum\" target=\"_blank\"\u003eInmoresentum\u003c/a\u003e and Contributors\n\u003c/div\u003e\n\n\u003ch6 align=\"center\"\u003e\n   \u003ca href=\"https://creativecommons.org/licenses/by-nc-nd/4.0/deed.en\"\u003e\n      \u003cimg src=\"https://img.shields.io/static/v1.svg?style=for-the-badge\u0026label=License\u0026message=CC-BY-NC-ND-4.0\u0026colorA=FFA500\u0026colorB=FF69B4\"\n         alt=\"whatever\" style=\"border-radius: 5px\"/\u003e\n   \u003c/a\u003e\n\u003c/h6\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Farrhythmia-detection%2Fauthorfeatureextracteddecisiontreeesp32s3","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Farrhythmia-detection%2Fauthorfeatureextracteddecisiontreeesp32s3","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Farrhythmia-detection%2Fauthorfeatureextracteddecisiontreeesp32s3/lists"}