{"id":26563845,"url":"https://github.com/webdevcaptain/bulldozer-price-prediction","last_synced_at":"2026-04-20T03:02:25.748Z","repository":{"id":274768884,"uuid":"924009571","full_name":"WebDevCaptain/bulldozer-price-prediction","owner":"WebDevCaptain","description":null,"archived":false,"fork":false,"pushed_at":"2025-01-29T13:21:44.000Z","size":321,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-06-05T19:47:59.451Z","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/WebDevCaptain.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,"zenodo":null}},"created_at":"2025-01-29T08:50:18.000Z","updated_at":"2025-01-29T13:21:48.000Z","dependencies_parsed_at":"2025-01-29T09:38:56.000Z","dependency_job_id":"8d18214d-253c-4514-a973-b19afa54a995","html_url":"https://github.com/WebDevCaptain/bulldozer-price-prediction","commit_stats":null,"previous_names":["webdevcaptain/bulldozer-price-prediction"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/WebDevCaptain/bulldozer-price-prediction","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/WebDevCaptain%2Fbulldozer-price-prediction","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/WebDevCaptain%2Fbulldozer-price-prediction/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/WebDevCaptain%2Fbulldozer-price-prediction/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/WebDevCaptain%2Fbulldozer-price-prediction/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/WebDevCaptain","download_url":"https://codeload.github.com/WebDevCaptain/bulldozer-price-prediction/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/WebDevCaptain%2Fbulldozer-price-prediction/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32031070,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-20T00:18:06.643Z","status":"online","status_checked_at":"2026-04-20T02:00:06.527Z","response_time":94,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":"2025-03-22T16:18:21.562Z","updated_at":"2026-04-20T03:02:25.710Z","avatar_url":"https://github.com/WebDevCaptain.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"## Bluebook for Bulldozers\n\nThe goal of this project is to build a machine learning model to predict the price of bulldozers. The data is from the [Kaggle Bluebook for Bulldozers](https://www.kaggle.com/c/bluebook-for-bulldozers/data) competition.\n\n\u003e Problem Category: `Regression`\n\n---\n\n## Project Structure\n\n1. [Modelling Experiments](./bluebook_for_bulldozers.ipynb)\n2. [Exploratory Data Analysis](./eda.ipynb)\n3. [Downloading the data](./download_dataset.ipynb)\n\n---\n\n## Libraries used:\n\n- [Pandas](https://pandas.pydata.org/): For data manipulation and analysis.\n- [NumPy](https://numpy.org/): For numerical operations.\n- [Matplotlib](https://matplotlib.org/): For data visualization.\n- [Scikit-learn](https://scikit-learn.org/): For machine learning algorithms.\n\nAdditional tools:\n\n- [JupyterLab](https://jupyter.org/): For interactive notebook environment.\n\n---\n\n## Extension:\n\nIn future, I will try to use `XGBoost` or `CatBoost` for better performance.\n\n---\n\n## LICENSE\n\nThis project is released under the [MIT License](LICENSE).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwebdevcaptain%2Fbulldozer-price-prediction","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fwebdevcaptain%2Fbulldozer-price-prediction","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwebdevcaptain%2Fbulldozer-price-prediction/lists"}