Skip to content

Refactor botorch/sampling/pathwise and add support for product kernels #2838

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Open
wants to merge 6 commits into
base: main
Choose a base branch
from
Open

Refactor botorch/sampling/pathwise and add support for product kernels #2838

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
6 commits
Select commit Hold shift + click to select a range
2403f81
Test
seashoo May 5, 2025
b5127ca
cleanup
seashoo May 5, 2025
9384cc0
Merge branch 'pytorch:main' into main
seashoo May 7, 2025
95c6d13
Merge branch 'pytorch:main' into main
seashoo May 25, 2025
5d2000c
Merge branch 'pytorch:main' into main
seashoo May 30, 2025
0321b49
Merge branch 'pytorch:main' into main
seashoo Jun 9, 2025
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
18 changes: 16 additions & 2 deletions botorch/sampling/pathwise/__init__.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -6,9 +6,16 @@


from botorch.sampling.pathwise.features import (
gen_kernel_features,
DirectSumFeatureMap,
FeatureMap,
FourierFeatureMap,
gen_kernel_feature_map,
IndexKernelFeatureMap,
KernelEvaluationMap,
KernelFeatureMap,
LinearKernelFeatureMap,
MultitaskKernelFeatureMap,
OuterProductFeatureMap,
)
from botorch.sampling.pathwise.paths import (
GeneralizedLinearPath,
Expand All @@ -26,15 +33,22 @@


__all__ = [
"DirectSumFeatureMap",
"draw_matheron_paths",
"draw_kernel_feature_paths",
"gen_kernel_features",
"FeatureMap",
"FourierFeatureMap",
"gen_kernel_feature_map",
"get_matheron_path_model",
"gaussian_update",
"GeneralizedLinearPath",
"IndexKernelFeatureMap",
"KernelEvaluationMap",
"KernelFeatureMap",
"LinearKernelFeatureMap",
"MatheronPath",
"MultitaskKernelFeatureMap",
"OuterProductFeatureMap",
"SamplePath",
"PathDict",
"PathList",
Expand Down
16 changes: 14 additions & 2 deletions botorch/sampling/pathwise/features/__init__.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -5,16 +5,28 @@
# LICENSE file in the root directory of this source tree.


from botorch.sampling.pathwise.features.generators import gen_kernel_features
from botorch.sampling.pathwise.features.generators import gen_kernel_feature_map
from botorch.sampling.pathwise.features.maps import (
DirectSumFeatureMap,
FeatureMap,
FourierFeatureMap,
IndexKernelFeatureMap,
KernelEvaluationMap,
KernelFeatureMap,
LinearKernelFeatureMap,
MultitaskKernelFeatureMap,
OuterProductFeatureMap,
)

__all__ = [
"DirectSumFeatureMap",
"FeatureMap",
"gen_kernel_features",
"FourierFeatureMap",
"gen_kernel_feature_map",
"IndexKernelFeatureMap",
"KernelEvaluationMap",
"KernelFeatureMap",
"LinearKernelFeatureMap",
"MultitaskKernelFeatureMap",
"OuterProductFeatureMap",
]
Loading
Loading