used-cars-log-trans
This is the accompanying repository for the blog post Honey, I shrunk the target variable.
Find the used-cars
notebook in the notebooks
folder.
Installation
In order to set up the necessary environment:
- create an environment
used-cars-log-trans
with the help of conda,conda env create -f environment.yaml
- activate the new environment with
conda activate used-cars-log-trans
- start JupyterLab with:
jupyter lab
Then take a look into the notebooks
folder.
Project Organization
├── AUTHORS.rst <- List of developers and maintainers.
├── CHANGELOG.rst <- Changelog to keep track of new features and fixes.
├── LICENSE.txt <- License as chosen on the command-line.
├── README.md <- The top-level README for developers.
├── 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.
├── environment.yaml <- The conda environment file for reproducibility.
├── notebooks <- Jupyter notebooks. Naming convention is a number (for
│ ordering), the creator's initials and a description,
│ e.g. `1.0-fw-initial-data-exploration`.
├── setup.cfg <- Declarative configuration of your project.
├── setup.py <- Use `python setup.py develop` to install for development or
| or create a distribution with `python setup.py bdist_wheel`.
├── src
│ └── used_cars_log_trans <- Actual Python package where the main functionality goes.
├── tests <- Unit tests which can be run with `py.test`.
├── .coveragerc <- Configuration for coverage reports of unit tests.
├── .isort.cfg <- Configuration for git hook that sorts imports.
└── .pre-commit-config.yaml <- Configuration of pre-commit git hooks.
Note
This project has been set up using PyScaffold 3.2.3 and the dsproject extension 0.4. For details and usage information on PyScaffold see https://pyscaffold.org/.