{"id":22493065,"url":"https://github.com/ayberkyavuz/body_type_estimator","last_synced_at":"2026-04-10T17:06:25.297Z","repository":{"id":109792035,"uuid":"387778705","full_name":"AyberkYavuz/body_type_estimator","owner":"AyberkYavuz","description":"This repository is a tutorial for all levels who want to learn how to develop end to end machine learning 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body_type_estimator\nThis repository is a tutorial for all levels who want to learn how to develop end to end machine learning system.\n\n## Machine Learning Dataset Details\n[Dataset Source](https://archive.ics.uci.edu/ml/datasets/Estimation+of+obesity+levels+based+on+eating+habits+and+physical+condition+)\n\u003cbr/\u003e\n[Dataset Details](https://www.sciencedirect.com/science/article/pii/S2352340919306985?via%3Dihub)\n\n## Project Structure\n```bash\nbody_type_estimator/\n├── core\n│   ├── __init__.py\n│   ├── decorators.py\n│   ├── file_handler.py\n│   ├── machine_learning_handler.py\n│   └── visualizer.py\n├── helpers\n│   ├── __init__.py\n│   ├── application_helpers.py\n│   └── pandas_dataframe_helpers.py\n├── machine_learning_data\n│   ├── body_type_estimation_data.csv\n│   ├── body_type_estimation_data_selected_columns.csv\n│   └── ObesityDataSet_raw_and_data_sinthetic.csv\n├── models\n│   ├── base_xgboost_model.pickle\n│   ├── base_xgboost_model_with_selected_features.pickle\n│   └── NObeyesdad_label_encoder.pickle\n├── static\n│   ├── css\n│   │   └── materialize.min.css\n│   ├── fonts\n│   │   └── roboto\n│   │       ├── Roboto-Bold.woff\n│   │       ├── Roboto-Bold.woff2\n│   │       ├── Roboto-Light.woff\n│   │       ├── Roboto-Light.woff2\n│   │       ├── Roboto-Medium.woff\n│   │       ├── Roboto-Medium.woff2\n│   │       ├── Roboto-Regular.woff\n│   │       ├── Roboto-Regular.woff2\n│   │       ├── Roboto-Thin.woff\n│   │       └── Roboto-Thin.woff2\n│   ├── img\n│   │   ├── machine-learning.png\n│   │   └── webapp.png\n│   └── js\n│       ├── initialize_form_components.js\n│       ├── materialize.min.js\n│       └── server_request_handler.js\n├── templates\n│   └── main_page.html\n├── create_exploratory_data_analysis_html_file.py\n├── data_transformation_for_machine_learning_model_training.py\n├── feature_selection.py\n├── README.md\n├── web_application_backend.py\n├── xgboost_base_model_creator.py\n└── xgboost_base_models_comparison.py\n```\n\n## Project Tutorial Video\n[Body Type Estimator Project Tutorial](https://www.youtube.com/watch?v=QwGwMftjUYI\u0026ab_channel=AyberkYavuz)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fayberkyavuz%2Fbody_type_estimator","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fayberkyavuz%2Fbody_type_estimator","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fayberkyavuz%2Fbody_type_estimator/lists"}