├── LICENSE
├── Makefile           <- Makefile with commands like `make data` or `make train`
├── README.md          <- The top-level README for developers using this project.
├── bash               <- vagrant virtual machine provision bash files      
│   └── vagrant_spark_env.sh
│
├── data
│   ├── samples        <- Sample data provided by Deloitte.
│   ├── assmbled       <- Assembled data from assembling 3 sample files.
│   └── featurized     <- Encoded and scaled data.
│
├── models             <- Trained models.
│
├── requirements.txt   <- The requirements file for reproducing the analysis environment, e.g.
│                         generated with `pip freeze > requirements.txt`
│
├── setup.py           <- Makes project pip installable (pip install -e .) so src can be imported
├── src                <- Source code for use in this project.
│   ├── __init__.py    <- Makes src a Python module
│   │
│   ├── data           <- Scripts to assemble provided data files.
│   │   ├── assemble_data.py
│   │   └── Samples.py <- Sample class.
│   │
│   ├── features       <- Scripts to turn assembled data into features for modeling
│   │   ├── featurize_data.py
│   │   └── Features.py<- Features class
│   │
│   └── models         <- Scripts to train and save models
│       └── model_fitting.py
│
└── vagrantfile        <- vagrantfile to spin up Centos 7 virtual machine and provision Spark and python environment.