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pytorch
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botorch
Bayesian optimization in PyTorch
https://botorch.org/
MIT License
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[Bug] I-BNN tutorial benchmarks need updating
#2637
slishak-PX
opened
4 days ago
3
Add TopK downselection for initial batch generation.
#2636
CompRhys
opened
5 days ago
5
Add support for continuous relaxation within optimize_acqf_mixed_alternating
#2635
saitcakmak
closed
4 days ago
6
Fix `PosteriorMeanModel` and add `qPosteriorStandardDeviation` acquisition function
#2634
slishak-PX
opened
5 days ago
2
`LatentKroneckerGP` for Learning Curve Prediction
#2633
SebastianAment
opened
6 days ago
2
Add pre-commit hook to stop linting errors being pushed.
#2632
CompRhys
closed
3 days ago
26
[Feature Request] Customised Error for infeasible problem
#2631
Waschenbacher
opened
1 week ago
1
Make input & outcome transforms first class attributes of Model
#2630
saitcakmak
closed
1 week ago
1
Deduplicate shared logic in prune_inferior_points(_multi_objective)
#2629
saitcakmak
closed
1 week ago
3
Silence some warnings in unit tests
#2628
saitcakmak
closed
1 week ago
4
Clean up support for legacy format non-linear constraints
#2627
saitcakmak
closed
1 week ago
4
Remove FixedNoiseDataset
#2626
saitcakmak
closed
1 week ago
3
add clone method to datasets
#2625
sdaulton
closed
1 week ago
6
[Bug] `batch_initial_conditions` shouldn't have to satisfy `nonlinear_inequality_constraints`
#2624
slishak-PX
opened
1 week ago
3
[Feature Request] Support transforming observation noise in `Log` outcome transform
#2623
saitcakmak
opened
1 week ago
3
Reduce memory usage in ConstrainedMaxPosteriorSampling
#2622
saitcakmak
closed
1 week ago
3
Update multitask.py
#2621
LeoIV
closed
1 week ago
4
[Feature Request]: ConstrainedMaxPosteriorSampling for a problem with a high number of constraints
#2620
paoloascia
closed
1 week ago
1
Add ScaleKernel to get_covar_module_with_dim_scaled_prior
#2619
dai08srhg
opened
2 weeks ago
2
fix custom botorch model in ax tutorial
#2618
sdaulton
closed
2 weeks ago
4
Remove support for anaconda (official package)
#2617
Balandat
closed
2 weeks ago
4
Remove HeteroskedasticSingleTaskGP
#2616
saitcakmak
closed
2 weeks ago
5
Remove `as_tensor argument` of `set_tensors_from_ndarray_1d`
#2615
AVHopp
closed
2 weeks ago
5
Skip fixed feature enumerations in optimize_acqf_mixed that can't satisfy the parameter constraints
#2614
dme65
closed
2 weeks ago
6
Clean up settings.debug
#2612
saitcakmak
closed
2 weeks ago
5
[Bug] Fantasize a SingleTaskGP model with a base_sample of zero results in different posterior mean values wrt the base SingleTaskGP
#2611
JuanUngredda
closed
2 weeks ago
1
Add ability to mix batch initial conditions and internal IC generation
#2610
CompRhys
opened
3 weeks ago
9
[Feature Request] allow both get_ic_generator and batch_initial_conditions to be used in the same call.
#2609
CompRhys
opened
3 weeks ago
1
Robust Gaussian Processes via Relevance Pursuit
#2608
SebastianAment
opened
3 weeks ago
9
Make input transfroms Modules by default
#2607
saitcakmak
closed
3 weeks ago
4
Unflakify test_make_nonlinear_constraints
#2606
saitcakmak
closed
3 weeks ago
2
[Feature Request] Allow negative indices to fixed_features in optimizers
#2605
esantorella
opened
3 weeks ago
0
Clean up some lints
#2604
saitcakmak
closed
3 weeks ago
2
Make optimizers raise an error when provided negative fixed features
#2603
esantorella
closed
3 weeks ago
4
[Bug] `fixed_features` does not support negative indices
#2602
slishak-PX
closed
3 weeks ago
3
Import fix in custom_botorch_model_in_ax tutorial
#2601
saitcakmak
closed
3 weeks ago
4
Rename `optimize_acqf_mixed.py` to `optimize_mixed.py`
#2600
saitcakmak
closed
3 weeks ago
3
Rename `fast_optimize` to `mock_optimize`
#2599
saitcakmak
closed
3 weeks ago
5
Add mocks for optimize_acqf_mixed_alternating in fast_optimize_context_manager
#2598
saitcakmak
closed
3 weeks ago
5
Fix hard-coded `double` precision in test_functions to default dtype
#2597
AVHopp
closed
3 weeks ago
12
[Bug] Implicit assumption of double precision can cause failures when single precision is used
#2596
AVHopp
opened
4 weeks ago
12
introduce trial_indices argument to SupervisedDataset
#2595
bernardbeckerman
opened
1 month ago
7
Implement MultiTaskDataset.__eq__
#2594
saitcakmak
closed
1 month ago
3
Support inequality constraints & X_avoid support in optimize_acqf_discrete
#2593
saitcakmak
closed
1 month ago
4
Fix posterior method in `BatchedMultiOutputGPyTorchModel` for tracing JIT
#2592
SaiAakash
closed
1 month ago
4
[Bug] Unable to export Multi-Output SingleTaskGP to Torchscript
#2591
SaiAakash
closed
1 month ago
3
Remove posterior_transform from info-theoretic acquisition functions
#2590
hvarfner
closed
1 month ago
11
fix wrong variable name in docs
#2589
fabiankannenberg
closed
1 month ago
3
Homotopy explicit all kwargs
#2588
CompRhys
closed
1 month ago
8
Updating optimization documentation with LogEI insights
#2587
SebastianAment
closed
1 month ago
5
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