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1. Install Poetry
2. Set up the environment:

make setup
make activate

To install new PyPI packages, run:

poetry add <package-name>

To run the Python scripts to process data, train model, and run a notebook, type the following:

make pipeline

A flow is the basis of all Prefect workflows.

To view your flow runs from a UI, sign in to your Prefect Cloud account or spin up a Prefect Orion server on your local machine:

prefect orion start

Open the URL http://127.0.0.1:4200/, and you should see the Prefect UI:

After creating a deployment, you can run a flow from the UI with default parameters:

or custom parameters:

To auto-generate API document for your project, run:

make docs_save

When creating a PR, the tests in your tests folder will automatically run.

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