Deep GP

The Python Implementation of Deep Gaussian Processes

Currently implemented models are

• Deep GPs
• Variational Auto-encoded Deep GPs

Testing

GitHub Actions runs the unit tests on pull requests and pushes to main.

To run the suite locally:

python -m pip install "numpy>=1.7" "scipy>=0.12" "GPy>=1.0" matplotlib h5py tables
python -m pip install -e . --no-deps
python -m unittest deepgp.testing.model_tests_basic -v

Or with tox:

tox