{"id":19147979,"url":"https://github.com/aqibsaeed/occupancy-detection","last_synced_at":"2025-05-07T03:05:54.815Z","repository":{"id":65896704,"uuid":"70636707","full_name":"aqibsaeed/Occupancy-Detection","owner":"aqibsaeed","description":"Occupancy detection of an office room from light, temperature, humidity and CO2 measurements","archived":false,"fork":false,"pushed_at":"2017-03-29T18:15:29.000Z","size":343,"stargazers_count":21,"open_issues_count":2,"forks_count":18,"subscribers_count":4,"default_branch":"master","last_synced_at":"2025-03-31T05:41:18.878Z","etag":null,"topics":["machine-learning","occupancy-detection","time-series","tpot"],"latest_commit_sha":null,"homepage":null,"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/aqibsaeed.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}},"created_at":"2016-10-11T21:24:20.000Z","updated_at":"2024-12-10T12:11:17.000Z","dependencies_parsed_at":"2023-02-15T04:25:27.754Z","dependency_job_id":null,"html_url":"https://github.com/aqibsaeed/Occupancy-Detection","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aqibsaeed%2FOccupancy-Detection","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aqibsaeed%2FOccupancy-Detection/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aqibsaeed%2FOccupancy-Detection/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aqibsaeed%2FOccupancy-Detection/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/aqibsaeed","download_url":"https://codeload.github.com/aqibsaeed/Occupancy-Detection/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":249714548,"owners_count":21314866,"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":["machine-learning","occupancy-detection","time-series","tpot"],"created_at":"2024-11-09T07:52:51.863Z","updated_at":"2025-04-19T14:31:01.368Z","avatar_url":"https://github.com/aqibsaeed.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Occupancy Detection\n\nOccupancy detection of an office room from light, temperature, humidity and CO2 measurements using TPOT (A Python tool that automatically creates and optimizes machine learning pipelines using genetic programming)\n\n\u003cp align=\"center\"\u003e\n\u003cimg src=\"https://github.com/aqibsaeed/OccupancyDetection/blob/master/plot.png\" width=800 /\u003e\n\u003c/p\u003e\n\n\n### Required Packages\nPython 2.7 is used during development and following libraries are required to run the code provided in the notebook:\n* [TPOT](https://github.com/rhiever/tpot)\n* Scikit-Learn 0.18\n* Numpy\n* Matplotlib\n* Pandas\n\n### Dataset\nThe Occupancy Detection dataset used, can be downloaded from the following [link](http://archive.ics.uci.edu/ml/datasets/Occupancy+Detection+).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faqibsaeed%2Foccupancy-detection","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Faqibsaeed%2Foccupancy-detection","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faqibsaeed%2Foccupancy-detection/lists"}