├── LICENSE.txt ├── README.md ├── Regression benchmarks on UCI datasets.ipynb └── diffgp_svi ├── __init__.py ├── datasets.py ├── kernels.py ├── layers.py ├── layers_expanded.py ├── likelihoods.py ├── models.py ├── param.py ├── reparameterize.py ├── sde_solver.py └── settings.py /LICENSE.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hegdepashupati/differential-dgp/HEAD/LICENSE.txt -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hegdepashupati/differential-dgp/HEAD/README.md -------------------------------------------------------------------------------- /Regression benchmarks on UCI datasets.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hegdepashupati/differential-dgp/HEAD/Regression benchmarks on UCI datasets.ipynb -------------------------------------------------------------------------------- /diffgp_svi/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /diffgp_svi/datasets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hegdepashupati/differential-dgp/HEAD/diffgp_svi/datasets.py -------------------------------------------------------------------------------- /diffgp_svi/kernels.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hegdepashupati/differential-dgp/HEAD/diffgp_svi/kernels.py -------------------------------------------------------------------------------- /diffgp_svi/layers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hegdepashupati/differential-dgp/HEAD/diffgp_svi/layers.py -------------------------------------------------------------------------------- /diffgp_svi/layers_expanded.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hegdepashupati/differential-dgp/HEAD/diffgp_svi/layers_expanded.py -------------------------------------------------------------------------------- /diffgp_svi/likelihoods.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hegdepashupati/differential-dgp/HEAD/diffgp_svi/likelihoods.py -------------------------------------------------------------------------------- /diffgp_svi/models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hegdepashupati/differential-dgp/HEAD/diffgp_svi/models.py -------------------------------------------------------------------------------- /diffgp_svi/param.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hegdepashupati/differential-dgp/HEAD/diffgp_svi/param.py -------------------------------------------------------------------------------- /diffgp_svi/reparameterize.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hegdepashupati/differential-dgp/HEAD/diffgp_svi/reparameterize.py -------------------------------------------------------------------------------- /diffgp_svi/sde_solver.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hegdepashupati/differential-dgp/HEAD/diffgp_svi/sde_solver.py -------------------------------------------------------------------------------- /diffgp_svi/settings.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hegdepashupati/differential-dgp/HEAD/diffgp_svi/settings.py --------------------------------------------------------------------------------