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cornellius-gp
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gpytorch
A highly efficient implementation of Gaussian Processes in PyTorch
MIT License
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[Bug]Exact GP Regression with Multiple GPUs and Kernel Partitioning
#2440
XiankangTang
opened
10 months ago
1
Start adding typing annotations to ExactGP
#2436
chrisyeh96
opened
11 months ago
0
Issue with log likelihood calculation for straightforward multioutput GP example
#2434
shubham0704
opened
11 months ago
1
[Bug] ProductStructureKernel not working on inputs $(x_1, x_2)$ of different shapes
#2433
mngom2
opened
11 months ago
0
y prediction value
#2432
CCJJLL630
opened
11 months ago
0
Update README.md
#2431
vatsalya-vyas
closed
1 month ago
0
[Bug] Regression on classification labels fails if I use KeOps without `ScaleKernel`
#2430
Gattocrucco
opened
11 months ago
0
Add quadratic-type means & implement linear operations for means
#2428
pjpollot
opened
11 months ago
0
Hadamard multi-task GP using DGP, Is it possible?
#2424
sheikhahnaf
opened
11 months ago
0
Skip the warning in `gpytorch.lazy.__getattr__` if name starts with `_`
#2423
saitcakmak
closed
11 months ago
5
[Bug] Memory leak when using `set_train_data` with autograd enabled
#2422
fteufel
opened
11 months ago
0
I defined a kernel function, but reported an error:The kernel MyKernel is not equipped to handle and diag.
#2419
54xiaodi
closed
11 months ago
0
[Feature Request] Not Tensor type object as train_inputs for ExactGP
#2418
skiyohara
opened
12 months ago
0
How to customise a finer-grained Hadamard GP?
#2416
ambigeV
opened
12 months ago
0
Fix KeOps regressions from #2296.
#2413
gpleiss
closed
10 months ago
0
Fetch task similarity from Index Kernel
#2412
ambigeV
closed
12 months ago
4
[Bug] The kernel ScaleKernel is not equipped to handle and diag.
#2411
cookbook-ms
closed
1 year ago
2
[Bug] Incompatibility between delta dsitribution and unwhitened strategy in gpytorch.variational for fixed inducing points
#2410
Otruffinet
opened
1 year ago
0
How to define customized kernels to enable GPU computation?
#2409
cookbook-ms
closed
1 year ago
1
Unable to achieve convergence on both GPU and CPU
#2407
Rashfu
opened
1 year ago
4
Fix latex of gradients in docs
#2404
jlperla
closed
1 year ago
1
Difference between "Batch GP Regression" and "Batch Independent Multioutput GP"
#2402
Rashfu
closed
1 year ago
4
[Bug] Initialization of Variational Distribution with function reference instead of Multivariate Normal
#2401
VolkmannB
closed
1 year ago
1
Update RTD configuration, and linear_operator requirement.
#2399
gpleiss
closed
1 year ago
0
[Docs][Bug?] How to combine multitask GP regression with uncertain inputs?
#2397
famura
closed
1 year ago
3
[Bug] test_t_matmul_matrix fails
#2396
veprbl
opened
1 year ago
0
Likelihood bugfix
#2395
gpleiss
closed
1 year ago
0
[Bug] Different test results during training and testing
#2394
pengzhi1998
closed
1 year ago
1
[Docs] SVI Hadamard GP Task Dependent Input
#2392
eirikbaekkelund
closed
1 year ago
2
Stop rbf_kernel_grad and rbf_kernel_gradgrad creating the full covariance matrix unnecessarily
#2388
douglas-boubert
closed
1 year ago
0
How to use Batch Independent Multioutput GPs with Inducing Points?
#2384
famura
closed
1 year ago
3
Fix training status of noise model of `HeteroskedasticNoise` after exceptions
#2382
fjzzq2002
closed
1 year ago
0
Multitask Beta Likelihood for SVI on Multi-Output GP
#2381
eirikbaekkelund
closed
1 year ago
3
Minor patch to Matern covariances
#2378
j-wilson
closed
1 year ago
0
mini-batch DKL training for multiple-output [Docs]
#2377
QueeneTam
opened
1 year ago
1
Fix lazy kernel slicing when there are multiple outputs
#2376
douglas-boubert
closed
1 year ago
3
Fix VNNGP with batches
#2375
LuhuanWu
closed
1 month ago
0
Fix error messages for ApproximateGP.get_fantasy_model
#2374
gpleiss
closed
1 year ago
1
SGPR's speed is abnormally slow when botorch is imported
#2373
pipme
opened
1 year ago
6
[Bug] AdditiveKernel with LinearKernel cannot work fine on GPU
#2371
Display-ST
closed
1 year ago
2
[Bug]
#2370
IlterOnatKorkmaz
closed
1 year ago
1
Hi, I have a question about how to set the parameter of the kernel.
#2364
findoctorlin
closed
1 year ago
2
[Bug] KeOps LazyTensors are no longer compatible with linear-operator
#2363
Felice27
closed
10 months ago
9
Deprecate checkpointing
#2361
gpleiss
closed
1 year ago
0
Remove num_outputs from IndependentModelList
#2360
saitcakmak
closed
1 year ago
1
Remove Module.__getattr__
#2359
saitcakmak
closed
1 year ago
2
Fix some overly brittle deprecation warning tests
#2358
Balandat
opened
1 year ago
0
Scaling to 1M x 1M kernel with GPytorch
#2356
kkang2097
closed
1 year ago
0
Bugfix: double added log noise prior
#2355
LuisAugenstein
closed
1 year ago
2
Re-think conditions for switching from Cholesky to CG
#2354
gpleiss
opened
1 year ago
3
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