{"id":21901519,"url":"https://github.com/deva-246/apo-agriculture-production-optimizer","last_synced_at":"2025-06-29T04:37:32.318Z","repository":{"id":194573690,"uuid":"691133026","full_name":"deva-246/APO-Agriculture-Production-Optimizer","owner":"deva-246","description":"Using Kmeans clustering and Logistic Regression Algorithm","archived":false,"fork":false,"pushed_at":"2023-09-14T04:10:15.000Z","size":3,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-27T06:43:54.957Z","etag":null,"topics":["kmeans-clustering-algorithm","logistic-regression","machine-learning","machinelearning-python","python3","recomendation-system"],"latest_commit_sha":null,"homepage":"","language":null,"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/deva-246.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}},"created_at":"2023-09-13T15:05:13.000Z","updated_at":"2023-09-14T04:10:33.000Z","dependencies_parsed_at":"2023-09-14T05:39:28.521Z","dependency_job_id":null,"html_url":"https://github.com/deva-246/APO-Agriculture-Production-Optimizer","commit_stats":null,"previous_names":["deva-246/agriculture-production-optimizer"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/deva-246%2FAPO-Agriculture-Production-Optimizer","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/deva-246%2FAPO-Agriculture-Production-Optimizer/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/deva-246%2FAPO-Agriculture-Production-Optimizer/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/deva-246%2FAPO-Agriculture-Production-Optimizer/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/deva-246","download_url":"https://codeload.github.com/deva-246/APO-Agriculture-Production-Optimizer/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":244913332,"owners_count":20530818,"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":["kmeans-clustering-algorithm","logistic-regression","machine-learning","machinelearning-python","python3","recomendation-system"],"created_at":"2024-11-28T15:14:00.753Z","updated_at":"2025-03-22T06:17:37.978Z","avatar_url":"https://github.com/deva-246.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"#APO Agriculture-Production-Optimizer\nUsing Kmeans clustering and Logistic Regression Algorithm\n\n**Visualization Results**\n![image](https://github.com/deva-246/Agriculture-Production-Optimizer/assets/75877347/cbd13751-4d6b-4bf3-9262-26ebf82b0345)\n\nDistribution of agricultural conditions\n\n![image](https://github.com/deva-246/Agriculture-Production-Optimizer/assets/75877347/e56a0070-23d0-4ed2-95c9-bd0cf47615ac)\n\nDetermining the value of n_clusters as 4 from elbow method to support the implementation of K-means clustering algorithm.\n\n![image](https://github.com/deva-246/Agriculture-Production-Optimizer/assets/75877347/c1d2f24c-e3ec-4ddb-945c-3ace0805f588)\n\nResult of the Agricultural crop optimizer model.\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdeva-246%2Fapo-agriculture-production-optimizer","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdeva-246%2Fapo-agriculture-production-optimizer","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdeva-246%2Fapo-agriculture-production-optimizer/lists"}