├── .gitignore ├── README.md ├── banana_experiment.py ├── data ├── banana │ └── banana.csv └── snelson_data │ ├── test_inputs │ ├── train_inputs │ └── train_outputs ├── datautils.py ├── functorch_utils.py ├── geomai.yml ├── geomai └── utils │ └── geometry.py ├── manifold.py ├── pinwheel_experiment.py ├── regression_experiment.py └── utils ├── inverse.py └── metrics.py /.gitignore: -------------------------------------------------------------------------------- 1 | .DS_Store 2 | __pycache__/ -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/federicobergamin/riemannian-laplace-approximation/HEAD/README.md -------------------------------------------------------------------------------- /banana_experiment.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/federicobergamin/riemannian-laplace-approximation/HEAD/banana_experiment.py -------------------------------------------------------------------------------- /data/banana/banana.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/federicobergamin/riemannian-laplace-approximation/HEAD/data/banana/banana.csv -------------------------------------------------------------------------------- /data/snelson_data/test_inputs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/federicobergamin/riemannian-laplace-approximation/HEAD/data/snelson_data/test_inputs -------------------------------------------------------------------------------- /data/snelson_data/train_inputs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/federicobergamin/riemannian-laplace-approximation/HEAD/data/snelson_data/train_inputs -------------------------------------------------------------------------------- /data/snelson_data/train_outputs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/federicobergamin/riemannian-laplace-approximation/HEAD/data/snelson_data/train_outputs -------------------------------------------------------------------------------- /datautils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/federicobergamin/riemannian-laplace-approximation/HEAD/datautils.py -------------------------------------------------------------------------------- /functorch_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/federicobergamin/riemannian-laplace-approximation/HEAD/functorch_utils.py -------------------------------------------------------------------------------- /geomai.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/federicobergamin/riemannian-laplace-approximation/HEAD/geomai.yml -------------------------------------------------------------------------------- /geomai/utils/geometry.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/federicobergamin/riemannian-laplace-approximation/HEAD/geomai/utils/geometry.py -------------------------------------------------------------------------------- /manifold.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/federicobergamin/riemannian-laplace-approximation/HEAD/manifold.py -------------------------------------------------------------------------------- /pinwheel_experiment.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/federicobergamin/riemannian-laplace-approximation/HEAD/pinwheel_experiment.py -------------------------------------------------------------------------------- /regression_experiment.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/federicobergamin/riemannian-laplace-approximation/HEAD/regression_experiment.py -------------------------------------------------------------------------------- /utils/inverse.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/federicobergamin/riemannian-laplace-approximation/HEAD/utils/inverse.py -------------------------------------------------------------------------------- /utils/metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/federicobergamin/riemannian-laplace-approximation/HEAD/utils/metrics.py --------------------------------------------------------------------------------