{"id":15973725,"url":"https://github.com/c-bata/mlcamp-adult-competition","last_synced_at":"2025-04-04T16:21:14.801Z","repository":{"id":76859432,"uuid":"222860282","full_name":"c-bata/mlcamp-adult-competition","owner":"c-bata","description":null,"archived":false,"fork":false,"pushed_at":"2019-12-20T01:35:41.000Z","size":69,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-02-10T01:46:17.466Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","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/c-bata.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":"2019-11-20T05:44:44.000Z","updated_at":"2019-12-20T07:53:45.000Z","dependencies_parsed_at":null,"dependency_job_id":"a17dfb1e-9d8f-4508-b70d-e388d75d200f","html_url":"https://github.com/c-bata/mlcamp-adult-competition","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/c-bata%2Fmlcamp-adult-competition","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/c-bata%2Fmlcamp-adult-competition/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/c-bata%2Fmlcamp-adult-competition/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/c-bata%2Fmlcamp-adult-competition/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/c-bata","download_url":"https://codeload.github.com/c-bata/mlcamp-adult-competition/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247208404,"owners_count":20901570,"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":"2024-10-07T21:06:40.956Z","updated_at":"2025-04-04T16:21:14.780Z","avatar_url":"https://github.com/c-bata.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# ML camp adult competition\n\n## How to run\n\n1. Unarchived data and put it as `data/` directory on the root.\n2. Run ``$ automl search`` to search best options using Optuna.\n3. Run ``$ automl predict --features 32 --category-encoding label --fold 4`` to make submission file.\n\nSee `$ automl --help` for more details\n\n## Command line options\n\n```console\n$ automl predict --help\nUsage: automl predict [OPTIONS]\n\n  Train and predict using LightGBM.\n\nOptions:\n  --features INTEGER              The number of features.\n  --featuretools / --no-featuretools\n                                  Synthesis features using feature tools if\n                                  True\n  --category-encoding [label|ohe]\n  --fold INTEGER                  The number of LightGBM model learned from N\n                                  folded dataset.\n  --save-model / --no-save-model  Save models in output directory, if true.\n  --save-feature-importance / --no-save-feature-importance\n                                  Save image of feature importance, if true.\n  --help                          Show this message and exit.\n```","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fc-bata%2Fmlcamp-adult-competition","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fc-bata%2Fmlcamp-adult-competition","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fc-bata%2Fmlcamp-adult-competition/lists"}