simple-data-science-examples

• [simple-data-science-examples]
  • Requirements
  • Usage
  • Organization
  • Acknowledgements

Requirements

$ pip install -r requirements.txt

Usage

$ docker-compose up -d

Kaggle

https://www.kaggle.com/iabhishekofficial/mobile-price-classification

Organization

simple-data-science-examples/
  │
  ├── .gitignore
  ├── .dvcignore
  ├── README.md           <- The top-level README for developers using this project.
  ├── config     
  ├── data   
  ├── model
  ├── logs
  ├── notebooks
  ├── src  
  ├── tests
  ├── docker-compose.yml
  ├── Dockerfile
  └── requirements.txt   <- The requirements file for reproducing the analysis environment, e.g.
                            generated with `pip freeze > requirements.txt`

DAGSHUB

fds add model data logs
dvc add model

dvc commit -f model.dvc
git add model.dvc logs/metrics.csv logs/params.yml
git commit -m ""

Acknowledgements