cornellius-gp/gpytorch

Issues

• [Bug] KissGP encounter out-of-menmory issue

  #2610 opened a month ago by Thunderabc
  0

• [Bug] Setting mixing_weights=False in SoftmaxLikelihood still adds the learnable parameter W

  #2606 opened a month ago by DiegoFreitasH
  1

• [Bug] Models not JIT traceable/exportable to TorchScript after Fantasization

  #2604 opened 2 months ago by SaiAakash
  4

• [Help] Replicating sklearn GP in Pytorch

  #2602 opened 2 months ago by stavoltafunzia
  1

• [Bug] Numerical Instability in Gaussian Quadrature for GP Classification

  #2596 opened 2 months ago by kayween
  1

• [Bug] Sign error in Matern52KernelGrad

  #2563 opened 4 months ago by ingolia
  4

• [Bug] _diagonal() fails when covariance is computed using keops kernels

  #2589 opened 3 months ago by ancorso
  2

• [Bug] Indexing LazyEvaluatedKernelTensor on batch dimension with index greater than 0 gives IndexError

  #2591 opened 3 months ago by tristancinquin
  0

• [Bug] Serious bug of "gpytorch.distributions"

  #2582 opened 3 months ago by yzshi5
  3

• [BugIs there a problem calculating the covariance matrix of different samples in the batch?

  #2584 opened 3 months ago by a504140398
  2

• [Bug] Fantasy Models for Multitask GPs are broken

  #2577 opened 4 months ago by ancorso
  4

• [Bug] Multitask GP Regression fails for LeaveOneOutPseudoLikelihood mll

  #2585 opened 3 months ago by sahakpetros
  0

• [Bug] Some priors do not respect selected device

  #2581 opened 4 months ago by slishak-PX
  2

• [Bug] `get_fantasy_likelihood` method broken for `DirichletClassificationLikelihood`

  #2579 opened 4 months ago by SaiAakash
  0

• [Bug] Some Prior parameters are missing from the state_dict

  #2550 opened 4 months ago by saitcakmak
  4

• Marginal log-likelihood object unused in "Fully Bayesian GPs" example

  #2576 opened 4 months ago by williamjsdavis
  0

• [Bug] Broken example `Exact GP Regression with Multiple GPU`

  #2575 opened 4 months ago by ancorso
  0

• [Docs] Typo in documentation of MaternKernel

  #2569 opened 4 months ago by DelonShen
  0

• [Docs] Stochastic Variational Deep Kernel Learning

  #2568 opened 4 months ago by foram-si
  0

• [Feature Request] Is it possible to work with Changepoint kernels?

  #2507 opened 8 months ago by francescosgarlata
  1

• [Bug] KeOps RBF kernel not properly equipped with prediction variance?

  #2566 opened 4 months ago by matthieudelsart
  0

• [Bug] logprobs over batch dimension when fitting a gp via botorch `fit_gpytorch_mll`

  #2564 opened 4 months ago by rahulkhorana
  1

• [Bug] Multitask Approximate GP compatibility with NNVariationalStrategy

  #2560 opened 5 months ago by ancorso
  0

• [Feature Request] Inconsistent behaviour of batch broadcast when computing log_marginal of non-Gaussian likelihoods.

  #2556 opened 5 months ago by shixinxing
  0

• How to use ApproximateGP Regression on Classification Labels

  #2554 opened 5 months ago by fatcatZF
  2

• [Docs]

  #2553 opened 5 months ago by fatcatZF
  0

• {Question} How to compute the posterior covariance matrix on the training data?

  #2532 opened 6 months ago by r-ashwin
  2

• [Feature Request] Gaussian Process Ordinal Regression (GPOR)

  #2534 opened 6 months ago by j-adamczyk
  0

• [Bug]Function RootDecompositionBackward error when batch_size > 10 with MultiTaskDeepGP

  #2531 opened 6 months ago by ybwang75
  0

• [Bug] `IndexKernel` with empty input

  #2530 opened 7 months ago by AdrianSosic
  0

• [Feature Request] Batched GridInterpolationKernel

  #2529 opened 7 months ago by Ilykuleshov
  0

• [Bug] Error in tutorials and derivative GPs

  #2526 opened 7 months ago by Codesflow-Simon
  1

• [Feature Request] Choose which dimentions to differenciate with respect to in derivative multitask GPs

  #2525 opened 7 months ago by Codesflow-Simon
  0

• [Bug] Multitask-ExactGPs seem to not use mBCG algorithm as Singletask-ExactGPs do

  #2523 opened 8 months ago by OliverAh
  0

• [Bug] CUDA out of memory, strange numbers

  #2518 opened 8 months ago by sanaamouzahir
  1

• [Bug] Erroneous detaching with (custom?) mean

  #2521 opened 8 months ago by villetan
  0

• [Docs] qKnowledgeGradient cpu usage

  #2520 opened 8 months ago by ruhanaazam
  1

• [Feature Request] Allow `kwargs` to be passed to `ExactMarginalLogLikelihood.forward()`

  #2516 opened 8 months ago by rafaol
  1

• [Docs] Unexpected behavior setting kernel priors

  #2514 opened 8 months ago by ruhanaazam
  1

• Label flattening fails with custom mean function from another GP

  #2509 opened 8 months ago by neildhir
  1

• Nesting GPs; using the sufficient statistics from one GP as sufficient stats in another GP - variance goes to zero

  #2508 opened 8 months ago by neildhir
  0

• [Docs] Making sense of batch processing and tasks

  #2503 opened 9 months ago by EvenStrangest
  0

• [Bug] Bug in GP Regression with KeOps Kernels

  #2480 opened 10 months ago by mrozkamil
  1

• [Docs] `get_fantasy_model` - are posterior covariances computed from scratch or using efficient cache updates?

  #2479 opened 9 months ago by fteufel
  1

• [Docs] Missing docs for HammingIMQKernel

  #2490 opened 10 months ago by julioasotodv
  0

• [Feature Request] Generic typing for scale kernels

  #2491 opened 10 months ago by TobyBoyne
  0

• [Bug] Extreme loss oscillation during training

  #2484 opened 10 months ago by sanaamouzahir
  0

• [Bug] Extreme oscillation in loss

  #2483 opened 10 months ago by sanaamouzahir
  0

• [Bug] Standardization of the output and inverse transform of standard deviation

  #2476 opened 10 months ago by BidhanChandra
  3

• [Bug] Problems in the normalization and standardization of data

  #2472 opened a year ago by JoseAero
  1