├── .dvc ├── .gitignore └── config ├── .dvcignore ├── .gitignore ├── Decision_Tree.pkl ├── GUI.py ├── K-Nearest_Neighbors.pkl ├── LICENSE ├── Logistic_Regression.pkl ├── Makefile ├── README.md ├── Random_Forest.pkl ├── Support_Vector_Classifier.pkl ├── Untitled-2024-08-23-0858.png ├── XG_Boost.pkl ├── confusion_matrix.png ├── confusion_matrix_Best_Model.png ├── confusion_matrix_Decision_Tree.png ├── confusion_matrix_K-Nearest_Neighbors.png ├── confusion_matrix_Logistic_Regression.png ├── confusion_matrix_Random_Forest.png ├── confusion_matrix_Random_Forest_Classifier.png ├── confusion_matrix_Support_Vector_Classifier.png ├── confusion_matrix_XG_Boost.png ├── docs ├── Makefile ├── commands.rst ├── conf.py ├── getting-started.rst ├── index.rst └── make.bat ├── dvc.lock ├── dvc.yaml ├── mlruns ├── 0 │ └── meta.yaml └── 202113507552335111 │ └── meta.yaml ├── model.pkl ├── models ├── .gitkeep └── model.pkl ├── notebooks ├── .gitkeep ├── dagshub_test.py ├── exp1.py ├── exp2.py ├── exp3.py └── exp4.py ├── params.yaml ├── prediction.py ├── project.png ├── references └── .gitkeep ├── reports ├── .gitignore ├── .gitkeep └── figures │ └── .gitkeep ├── requirements.txt ├── setup.py ├── src ├── __init__.py ├── data │ ├── .gitkeep │ ├── data_collection.py │ └── data_prep.py ├── features │ └── .gitkeep ├── model │ ├── .gitkeep │ ├── model_building.py │ ├── model_eval.py │ └── model_reg.py └── visualization │ └── .gitkeep ├── test_environment.py └── tox.ini /.dvc/.gitignore: -------------------------------------------------------------------------------- 1 | /config.local 2 | /tmp 3 | /cache 4 | -------------------------------------------------------------------------------- /.dvc/config: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DataThinkers/End-to-End-Machine-Learning-Portfolio-Project-MLOps-DVC-Pipeline/HEAD/.dvc/config -------------------------------------------------------------------------------- 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