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pytorch
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botorch
Bayesian optimization in PyTorch
https://botorch.org/
MIT License
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replace uses of np.ndarray with npt.NDArray (#2584)
#2586
igorsugak
closed
1 month ago
3
Is the variable name “max_ref_point” appropriate?
#2585
searchlie
closed
1 month ago
3
Upgrade fbcode/pytorch to Python Scientific Stack 2
#2584
igorsugak
opened
1 month ago
3
Remove unnecessary ufmt install in github actions
#2583
Balandat
closed
1 month ago
3
Switch code formatter to ruff
#2582
Balandat
closed
1 month ago
3
[Bug] Simple Bayesian Optimization application keeps running at one point for all iterations
#2581
HuyLeDinhGia
closed
1 month ago
3
Expose all kwargs to optimize_acqf in optimize_acqf_homotopy
#2580
CompRhys
closed
1 month ago
3
[Feature Request] optimize_acqf_homotopy doesn't handle constraints
#2579
CompRhys
closed
1 month ago
7
Unflakify TestOptimizeAcqfMixed.test_continuous_step
#2578
saitcakmak
closed
1 month ago
3
Add unit test test for `separate_mtmvn`
#2577
Balandat
closed
1 month ago
5
Add PosteriorTransform to get_optimal_samples and optimize_posterior_samples
#2576
hvarfner
closed
1 month ago
12
Use botorch.logging.logger instead of logging to log in fit.py
#2574
Balandat
closed
1 month ago
3
Migrate mixed optimizer to OSS
#2573
saitcakmak
closed
1 month ago
9
Add pyre_extensions as a dependency
#2572
saitcakmak
closed
1 month ago
4
Update `initialize_q_batch` methods to return both candidates and the corresponding acquisition values
#2571
saitcakmak
closed
1 month ago
6
Minor updates to optimizer initializers
#2570
saitcakmak
closed
1 month ago
3
[Feature Request] Enable type checkers
#2569
AdrianSosic
opened
1 month ago
4
`percentile_of_score`
#2568
jandylin
closed
1 month ago
4
Modifying the vae-mnist example to incorporate SVDKL model from gpytorch.
#2567
utkarshp1161
opened
1 month ago
0
Load Custom Pre-Trained PyTorch MLP as Surrogate Model
#2566
vinkyc
closed
1 week ago
4
Add a helper for evaluating feasibility of a set of points
#2565
saitcakmak
opened
1 month ago
3
Speed up slow input constructor test
#2564
esantorella
closed
1 month ago
5
Introduce `fast_optimize` context manager to speed up testing
#2563
esantorella
closed
1 month ago
7
Use default solver (libmamba) when building conda package
#2562
esantorella
closed
1 month ago
4
Apply PEP 604 union type syntax codemod
#2561
Balandat
closed
1 month ago
5
InteractionFeatures input transform
#2560
hvarfner
closed
1 month ago
8
How to get mean and covariance matrix from GP model?
#2559
ricvolpi
closed
1 month ago
5
InputTransfrom list broadcasted over batch shapes
#2558
SebastianAment
closed
1 month ago
9
Split out compute_log_prob_feas_from_bounds for use in Ax
#2557
danielcohenlive
closed
1 month ago
2
Update HigherOrderGP to use new priors
#2555
saitcakmak
closed
1 month ago
7
raise error for MTGP in batch_cross_validation
#2554
sdaulton
closed
2 months ago
5
[Bug] `KroneckerMultiTaskGP` incompatible with `batch_cross_validation` or batched models
#2553
slishak-PX
closed
1 week ago
2
[Bug] Unable to fit Heteroskedastic GP with input warping
#2551
SaiAakash
closed
1 week ago
5
Fix error in decoupled_mobo tutorial due to torch/numpy issues
#2550
Balandat
closed
2 months ago
2
Fix typo in optimize_homotopy
#2549
Balandat
closed
2 months ago
2
Robustify prune_inferior_points tests against sorting order
#2548
Balandat
closed
2 months ago
7
[Bug] GP Output Standardization Without Specified `output_transform`
#2547
stefanpricopie
closed
2 months ago
1
[Bug] The fit_gpytorch_mll() will crash after a period of normal fit.
#2545
lixiangru123
closed
2 months ago
6
Remove `transform=None` from GPyTorch constraints
#2544
saitcakmak
opened
2 months ago
1
Rename py package validation script
#2543
Balandat
closed
2 months ago
3
[Bug] Parameter Constraints Do Not Work
#2542
kayween
opened
2 months ago
9
Use expm1 in Bilog outcome transform
#2541
saitcakmak
closed
2 months ago
3
Use expm1 for log-normal transforms
#2540
SebastianAment
closed
2 months ago
3
Use log1p(x) instead of log(1+x)
#2539
kit1980
closed
2 months ago
3
Bump express from 4.19.2 to 4.21.0 in /website
#2538
dependabot[bot]
closed
2 months ago
3
OptimizationGradientError
#2537
jduerholt
closed
2 months ago
4
Remove deprecated FixedNoiseGP
#2536
Balandat
closed
2 months ago
5
Support for priors in OAK Kernel
#2535
hvarfner
closed
2 months ago
19
[Bug] Inputs are not transformed when using `GPyTorchModel.condition_on_observations`
#2533
mikkelbue
opened
2 months ago
2
Use Standardize outcome transform by default in more models
#2532
Balandat
closed
2 months ago
8
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