{"id":20448591,"url":"https://github.com/datacamp/course-resources-ml-with-experts-budgets","last_synced_at":"2025-04-13T11:48:20.979Z","repository":{"id":52444577,"uuid":"83679020","full_name":"datacamp/course-resources-ml-with-experts-budgets","owner":"datacamp","description":"Further student resources for DrivenData's 'Machine Learning with the Experts: School Budgets' DataCamp course.","archived":false,"fork":false,"pushed_at":"2017-12-14T20:46:55.000Z","size":12,"stargazers_count":557,"open_issues_count":2,"forks_count":631,"subscribers_count":37,"default_branch":"master","last_synced_at":"2025-04-04T05:45:56.867Z","etag":null,"topics":[],"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/datacamp.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":"2017-03-02T13:10:27.000Z","updated_at":"2025-03-02T21:56:17.000Z","dependencies_parsed_at":"2022-09-15T23:01:18.850Z","dependency_job_id":null,"html_url":"https://github.com/datacamp/course-resources-ml-with-experts-budgets","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/datacamp%2Fcourse-resources-ml-with-experts-budgets","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/datacamp%2Fcourse-resources-ml-with-experts-budgets/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/datacamp%2Fcourse-resources-ml-with-experts-budgets/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/datacamp%2Fcourse-resources-ml-with-experts-budgets/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/datacamp","download_url":"https://codeload.github.com/datacamp/course-resources-ml-with-experts-budgets/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248710411,"owners_count":21149186,"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":[],"created_at":"2024-11-15T10:35:51.153Z","updated_at":"2025-04-13T11:48:20.958Z","avatar_url":"https://github.com/datacamp.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# course-resources-ml-with-experts-budgets\nFurther student resources for DrivenData's 'Machine Learning with the Experts: School Budgets' DataCamp course.\n\nTo see the model, take a look at the [notebook that builds the winning model](notebooks/1.0-full-model.ipynb).\n\nTo get the data, sign up for [the competition](https://www.drivendata.org/competitions/46/box-plots-for-education-reboot/) and use the data download link!\n\nTo run the notebook, first install the dependencies with:\n\n    pip install -r requirements.txt\n\nThen run:\n\n    jupyter notebook notebooks/1.0-full-model.ipynb\n\n\nProject Organization\n------------\n\n    ├── LICENSE\n    ├── README.md   \n    ├── data\n    │   ├── TestSet.csv\n    │   └── TrainingSet.csv\n    ├── notebooks\n    │   └── 1.0-full-model.ipynb\n    ├── requirements.txt\n    └── src\n        ├── __init__.py\n        ├── data\n        │   └── multilabel.py\n        ├── features\n        │   └── SparseInteractions.py\n        └── models\n            └── metrics.py\n\n--------\n\n\u003cp\u003e\u003csmall\u003eProject based on the \u003ca target=\"_blank\" href=\"https://drivendata.github.io/cookiecutter-data-science/\"\u003ecookiecutter data science project template\u003c/a\u003e. #cookiecutterdatascience\u003c/small\u003e\u003c/p\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdatacamp%2Fcourse-resources-ml-with-experts-budgets","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdatacamp%2Fcourse-resources-ml-with-experts-budgets","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdatacamp%2Fcourse-resources-ml-with-experts-budgets/lists"}