{"id":25256782,"url":"https://github.com/onome-joseph/flight-machine-learning-model","last_synced_at":"2025-06-27T22:35:01.143Z","repository":{"id":264236885,"uuid":"892786029","full_name":"Onome-Joseph/Flight-Machine-Learning-model","owner":"Onome-Joseph","description":"This project implements a Flight Price and Duration Prediction Machine Learning Model. Built to predict both flight price and duration due to their interrelated nature.","archived":false,"fork":false,"pushed_at":"2024-11-22T20:07:36.000Z","size":146,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-12T06:39:10.075Z","etag":null,"topics":["data-insights","data-science","deep-learning","linear-regression","machine-learning","xgboost-regression"],"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/Onome-Joseph.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":"2024-11-22T19:20:50.000Z","updated_at":"2025-01-25T00:46:26.000Z","dependencies_parsed_at":"2024-11-22T20:38:46.306Z","dependency_job_id":null,"html_url":"https://github.com/Onome-Joseph/Flight-Machine-Learning-model","commit_stats":null,"previous_names":["onome-joseph/flight-machine-learning-model"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Onome-Joseph%2FFlight-Machine-Learning-model","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Onome-Joseph%2FFlight-Machine-Learning-model/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Onome-Joseph%2FFlight-Machine-Learning-model/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Onome-Joseph%2FFlight-Machine-Learning-model/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Onome-Joseph","download_url":"https://codeload.github.com/Onome-Joseph/Flight-Machine-Learning-model/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247419637,"owners_count":20936009,"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":["data-insights","data-science","deep-learning","linear-regression","machine-learning","xgboost-regression"],"created_at":"2025-02-12T06:27:33.417Z","updated_at":"2025-04-06T00:28:17.957Z","avatar_url":"https://github.com/Onome-Joseph.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Flight Price and Duration Prediction Model\n### Overview\nThis project implements a **Flight Price and Duration Prediction** Machine Learning Model. Built to predict both flight price and duration due to their interrelated nature, the model uses Linear Regression, XGBoost regression, and Polynomial Features Transformation to achieve good accuracy.\n# Applications\nThis model has versatile applications, including:\n- Travel Agencies: Optimize ticket pricing strategies and enhance customer satisfaction by providing accurate travel duration information.\n- Airlines: Improve pricing models and better schedule flights.\n- Consumers: Plan trips efficiently by understanding price and duration dynamics.\n### Contributions\nContributions are welcome! Feel free to fork the repository, add enhancements, or report issues.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fonome-joseph%2Fflight-machine-learning-model","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fonome-joseph%2Fflight-machine-learning-model","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fonome-joseph%2Fflight-machine-learning-model/lists"}