project_name/
│── data/ # Data folder
│ ├── raw/ # Raw (unprocessed) data
│ ├── processed/ # Processed/cleaned data
│ ├── external/ # External data sources (if any)
│
│── notebooks/ # Jupyter notebooks
│ ├── 01_data_exploration.ipynb # Exploratory Data Analysis (EDA)
│ ├── 02_data_preprocessing.ipynb # Data cleaning & preprocessing
│ ├── 03_feature_engineering.ipynb # Feature engineering
│ ├── 04_model_training.ipynb # Model training
│ ├── 05_model_evaluation.ipynb # Model evaluation
│ ├── 06_decision_making.ipynb # Decision making & conclusions
│
│── scr/ # Source code (Python scripts)
│ ├── data_loader.py # Functions for loading and processing data
│ ├── eda.py # EDA functions
│ ├── features.py # Feature engineering functions
│ ├── models.py # Model training functions
│ ├── evaluation.py # Model evaluation functions
│
│── reports/ # Reports & visualizations
│ ├── figures/ # Plots and visualizations
│ ├── report.pdf # Final report
│
│── models/ # Saved models
│ ├── model_rf.pkl # Saved RandomForest model
│ ├── model_xgb.pkl # Saved XGBoost model
│
│── config/ # Configuration files
│ ├── requirements.txt # Project dependencies
│
│── README.md # Project description
│── .gitignore # Ignore files for Git
Domofon108/data-science-template
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