This is the project that accompanies the Preventing Stale Models in Production blog post.
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.ipynbnotebook
Now you should be able to run the project and DVC is already in place.
All that's left is running experiments. To do that, open a terminal and run: dvc exp run