/stale-model-example

This is the repo for the Preventing Stale Models in Production blog post.

Primary LanguageJupyter Notebook

This is the project that accompanies the Preventing Stale Models in Production blog post.

Get started

Here's what you need to do to get this project running.

  • Clone the repo
  • Create a virtual environment with a command like: python -m venv .venv
  • Install all of the dependencies with : pip install -r requirements.txt
  • Run the bicycle_demand.ipynb notebook

Now you should be able to run the project and DVC is already in place.

Running experiments

All that's left is running experiments. To do that, open a terminal and run: dvc exp run