This is your new Kedro project, which was generated using Kedro 0.18.4.
It servers as an example to convert a Jupyter Notebook to a Kedro project.
It is based on the Kaggle starter competition “Spaceship Titanic” and provides a basic machine learning pipeline to produce a model.
All dependencies are declared in src/requirements.txt for pip installation.
Be sure to create a virtual environment then to install them, run:
pip install -r src/requirements.txt
You can run your Kedro project with:
kedro run
It will save the model as pickle file in the folder data/06_models/ and print how the model performs to the output.
No testing so far.
Note: Using
kedro jupyterorkedro ipythonto run your notebook provides these variables in scope:context,catalog, andstartup_error.Jupyter, JupyterLab, and IPython are already included in the project requirements by default, so once you have run
pip install -r src/requirements.txtyou will not need to take any extra steps before you use them.
To use Jupyter notebooks in your Kedro project, you need to install Jupyter:
pip install jupyter
After installing Jupyter, you can start a local notebook server:
kedro jupyter notebook
To use JupyterLab, you need to install it:
pip install jupyterlab
You can also start JupyterLab:
kedro jupyter lab
And if you want to run an IPython session:
kedro ipython
Further information about building project documentation and packaging your project