pytorch botorch issues - Githubissues

pytorch / botorch

Bayesian optimization in PyTorch

https://botorch.org/

MIT License

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issues

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Split out compute_log_prob_feas_from_bounds for use in Ax

#2557 danielcohenlive closed 1 day ago
2
Update HigherOrderGP to use new priors

#2555 saitcakmak opened 3 days ago
5
raise error for MTGP in batch_cross_validation

#2554 sdaulton closed 3 days ago
5
[Bug] `KroneckerMultiTaskGP` incompatible with `batch_cross_validation` or batched models

#2553 slishak-PX opened 3 days ago
2
[Bug] Unable to fit Heteroskedastic GP with input warping

#2551 SaiAakash opened 6 days ago
5
Fix error in decoupled_mobo tutorial due to torch/numpy issues

#2550 Balandat closed 6 days ago
2
Fix typo in optimize_homotopy

#2549 Balandat closed 1 week ago
2
Robustify prune_inferior_points tests against sorting order

#2548 Balandat closed 6 days ago
7
[Bug] GP Output Standardization Without Specified `output_transform`

#2547 stefanpricopie closed 1 week ago
1
[Bug] The fit_gpytorch_mll() will crash after a period of normal fit.

#2545 lixiangru123 closed 4 days ago
6
Remove `transform=None` from GPyTorch constraints

#2544 saitcakmak opened 1 week ago
1
Rename py package validation script

#2543 Balandat closed 1 week ago
3
[Bug] Parameter Constraints Do Not Work

#2542 kayween opened 1 week ago
8
Use expm1 in Bilog outcome transform

#2541 saitcakmak closed 1 week ago
3
Use expm1 for log-normal transforms

#2540 SebastianAment closed 1 week ago
3
Use log1p(x) instead of log(1+x)

#2539 kit1980 closed 1 week ago
3
Bump express from 4.19.2 to 4.21.0 in /website

#2538 dependabot[bot] closed 1 week ago
3
OptimizationGradientError

#2537 jduerholt closed 2 weeks ago
4
Remove deprecated FixedNoiseGP

#2536 Balandat closed 2 weeks ago
5
Support for priors in OAK Kernel

#2535 hvarfner closed 6 days ago
19
[Bug] Inputs are not transformed when using `GPyTorchModel.condition_on_observations`

#2533 mikkelbue opened 2 weeks ago
2
Use Standardize outcome transform by default in more models

#2532 Balandat closed 2 weeks ago
8
Added posterior_transform to posterior method in ApproximateGPyTorchModel

#2531 SaiAakash closed 1 week ago
7
[Bug]Analytic Acquisition Functions not working with SingleTaskVariationalGP for multi-output data

#2530 SaiAakash closed 1 week ago
2
Detach fval in torch_minimize to avoid memory leak

#2529 mikkelbue closed 2 weeks ago
5
[Feature Request] T-batch acquisition optimization

#2528 yunshengtian closed 2 weeks ago
2
Apply input transforms when computing MLL in model closures

#2527 saitcakmak closed 2 weeks ago
6
[Bug] Memory leak when using a DataLoader for SingleTaskVariationalGP

#2526 mikkelbue closed 2 weeks ago
3
Add input constructor for qMultiFidelityHypervolumeKnowledgeGradient

#2524 ltiao closed 2 weeks ago
8
CHANGELOG for 0.12.0 release

#2522 esantorella closed 1 week ago
7
Fix a test that is failing flakily on GPU

#2521 esantorella closed 2 weeks ago
5
Remove extraneous `current_value` computation from input constructor for `construct_inputs_qKG`

#2520 ltiao closed 2 weeks ago
7
Fix input constructor for `qMultiFidelityKnowledgeGradient`

#2519 ltiao closed 2 weeks ago
4
Allow broadcasting across dimensions in eval mode; always require X to be at least 2d

#2518 esantorella closed 2 weeks ago
3
qLowerConfidenceBound

#2517 sdaulton closed 2 weeks ago
11
Updated `optimize_objective` (input_constructors.py) to allow specification of acquisition function as kwarg

#2516 ltiao closed 2 weeks ago
8
[Bug] Possibly inconsistent likelihood calls with input transforms

#2515 ruicoelhopedro closed 2 weeks ago
1
Update _validate_sequential_inputs to valdiate non-linear constraints as well

#2514 saitcakmak closed 2 weeks ago
5
Loosen a tolerance to stop test from failing with CUDA

#2512 esantorella closed 2 weeks ago
5
Require PyTorch>=2.0.1, GPyTorch==1.13 and linear_operator==0.5.3

#2511 saitcakmak closed 3 weeks ago
4
Affine input transforms should error with data of incorrect dimension, even in eval mode

#2510 esantorella closed 2 weeks ago
8
[Bug] `AffineInputTransform` does not check dimensions after training

#2509 slishak-PX closed 2 weeks ago
2
Silence input data warnings in tests

#2508 saitcakmak closed 3 weeks ago
4
Update the remaining models to use new default covar & likelihood modules

#2507 saitcakmak closed 3 weeks ago
6
[Question] How can I see the debugging logs from `fit.py` ?

#2506 rashisht1 opened 3 weeks ago
1
raise exception if X_pending is set on underlying AF in prior-guided AF

#2505 sdaulton closed 3 weeks ago
4
Use proper logger in generation/gen.py

#2504 Balandat closed 3 weeks ago
3
[Bug] Handler added to logger twice

#2503 slishak-PX closed 3 weeks ago
1
Ensure all tensors are on CPU in `HitAndRunPolytopeSampler`

#2502 Balandat closed 3 weeks ago
3
Input constructor for qMultiFidelityHypervolumeKnowledgeGradient, (uncommitted/untracked changes), (uncommitted/untracked changes)

#2501 ltiao closed 2 weeks ago
12