LR4WomenWealthIndex End2End Implementation

Project/
├── data/
│   ├── raw/                      # Folder to save raw data
│   ├── train_test/               # Folder to save train and test data
│   ├── transformer/              # Folder to save pickle file of transformer
├── logs/                         # Folder to save log files
│   ├── mm_dd_HH_MM_SS.log        # Log file example
├── models/
│   ├── trained_models/           # Folder to save pickle file of trained models
│   ├── train_test_scores.csv     # Train and test performance scores
├── notebooks/                    # Folder of EDA notebooks, original data, and other files
├── src/
│   ├── data_loader.py            # Script for loading data
│   ├── data_cleaner.py           # Script for cleaning data
│   ├── data_transformer.py       # Script for transforming data
│   ├── model_trainer.py          # Script for training model
│   ├── __init__.py
├── src_prediction/
│   ├── templates/                # Templates for web app (folder 'templates' should not be renamed)
|   ├── prediction.py             # Script for making prediction 
│   ├── __init__.py
├── utils.py                      # Script for utility functions
├── logger.py                     # Script for logs
├── exception.py                  # Script for custom exceptions
├── main.py                       # Script for running entire training
├── web_app.py                    # Script for deploying model on web
├── requirements.txt              # List of dependencies
├── setup.py                      # Setup script for packaging
├── .gitignore
└── README.md