Advertisement
Not a member of Pastebin yet?
Sign Up,
it unlocks many cool features!
- example project
- ==============================
- contains an example data science project and setup guide
- Project Organization
- ------------
- ├── LICENSE
- ├── Makefile <- Makefile with commands like `make data` or `make train`
- ├── README.md <- The top-level README for developers using this project.
- ├── data
- │ ├── external <- Data from third party sources.
- │ ├── interim <- Intermediate data that has been transformed.
- │ ├── processed <- The final, canonical data sets for modeling.
- │ └── raw <- The original, immutable data dump.
- │
- ├── docs <- A default Sphinx project; see sphinx-doc.org for details
- │
- ├── models <- Trained and serialized models, model predictions, or model summaries
- │
- ├── notebooks <- Jupyter notebooks. Naming convention is a number (for ordering),
- │ the creator's initials, and a short `-` delimited description, e.g.
- │ `1.0-jqp-initial-data-exploration`.
- │
- ├── references <- Data dictionaries, manuals, and all other explanatory materials.
- │
- ├── reports <- Generated analysis as HTML, PDF, LaTeX, etc.
- │ └── figures <- Generated graphics and figures to be used in reporting
- │
- ├── 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 download or generate data
- │ │ └── make_dataset.py
- │ │
- │ ├── features <- Scripts to turn raw data into features for modeling
- │ │ └── build_features.py
- │ │
- │ ├── models <- Scripts to train models and then use trained models to make
- │ │ │ predictions
- │ │ ├── predict_model.py
- │ │ └── train_model.py
- │ │
- │ └── visualization <- Scripts to create exploratory and results oriented visualizations
- │ └── visualize.py
- │
- └── tox.ini <- tox file with settings for running tox; see tox.testrun.org
Advertisement
Add Comment
Please, Sign In to add comment
Advertisement