Ecosyste.ms: Issues

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GitHub / cornellius-gp/gpytorch issues and pull requests

#2598 - sign fix for gradient blocks

Pull Request - State: open - Opened by m-julian 26 days ago - 2 comments

#2596 - [Bug] Numerical Instability in Gaussian Quadrature for GP Classification

Issue - State: closed - Opened by kayween 30 days ago - 1 comment
Labels: bug

#2593 - Allow for dimension-specific variance in linear kernel

Pull Request - State: closed - Opened by sdaulton about 1 month ago
Labels: enhancement

#2590 - Hotfix: fix `.diagonal()` calls for keops kernel matrices.

Pull Request - State: open - Opened by gpleiss about 2 months ago

#2589 - [Bug] _diagonal() fails when covariance is computed using keops kernels

Issue - State: open - Opened by ancorso about 2 months ago - 2 comments
Labels: bug

#2588 - DOC: fix a typo, Hyperparamters -> Hyperparameters

Pull Request - State: closed - Opened by partev about 2 months ago

#2587 - Reshape Targets and Mean for RHS in Cholesky solver

Pull Request - State: open - Opened by turquoisedragon2926 about 2 months ago

#2585 - [Bug] Multitask GP Regression fails for LeaveOneOutPseudoLikelihood mll

Issue - State: open - Opened by sahakpetros about 2 months ago
Labels: bug

#2582 - [Bug] Serious bug of "gpytorch.distributions"

Issue - State: closed - Opened by yzshi5 2 months ago - 3 comments
Labels: bug

#2581 - [Bug] Some priors do not respect selected device

Issue - State: open - Opened by slishak-PX 2 months ago - 2 comments
Labels: bug

#2578 - DOC: improve the formatting in the documentation

Pull Request - State: closed - Opened by partev 2 months ago - 1 comment

#2577 - [Bug] Fantasy Models for Multitask GPs are broken

Issue - State: open - Opened by ancorso 2 months ago - 4 comments
Labels: bug

#2575 - [Bug] Broken example `Exact GP Regression with Multiple GPU`

Issue - State: open - Opened by ancorso 2 months ago
Labels: bug

#2574 - Fix typo in Pyro_GPyTorch_High_Level.ipynb

Pull Request - State: open - Opened by williamjsdavis 2 months ago

#2570 - fix a typo

Pull Request - State: open - Opened by partev 3 months ago

#2569 - [Docs] Typo in documentation of MaternKernel

Issue - State: open - Opened by DelonShen 3 months ago
Labels: documentation

#2568 - [Docs] Stochastic Variational Deep Kernel Learning

Issue - State: open - Opened by foram-si 3 months ago
Labels: documentation

#2564 - [Bug] logprobs over batch dimension when fitting a gp via botorch `fit_gpytorch_mll`

Issue - State: closed - Opened by rahulkhorana 3 months ago - 1 comment
Labels: bug

#2563 - [Bug] Sign error in Matern52KernelGrad

Issue - State: open - Opened by ingolia 3 months ago - 4 comments
Labels: bug

#2561 - Fix SVGP_Multitask_GP_Regression.ipynb

Pull Request - State: closed - Opened by flcello 3 months ago

#2559 - Avoid unnecessary memory allocation for covariance downdate in SGPR prediction strategy

Pull Request - State: closed - Opened by JonathanWenger 3 months ago - 1 comment
Labels: bug

#2554 - How to use ApproximateGP Regression on Classification Labels

Issue - State: open - Opened by fatcatZF 4 months ago - 2 comments
Labels: documentation

#2553 - [Docs]

Issue - State: open - Opened by fatcatZF 4 months ago
Labels: documentation

#2551 - Added ability for priors of transformed distributions to have their p…

Pull Request - State: closed - Opened by hvarfner 4 months ago - 1 comment

#2550 - [Bug] Some Prior parameters are missing from the state_dict

Issue - State: closed - Opened by saitcakmak 4 months ago - 4 comments
Labels: bug

#2549 - Deprecate last_dim_is_batch (bump PyTorch version to >= 2.0)

Pull Request - State: closed - Opened by gpleiss 4 months ago - 1 comment

#2547 - use common notation for normal distribution N(\mu, \sigma^2)

Pull Request - State: closed - Opened by partev 4 months ago

#2546 - fix broken link in Simple_GP_Regression.ipynb

Pull Request - State: closed - Opened by partev 4 months ago

#2544 - [Breaking Change] Remove last_dim_is_batch

Pull Request - State: closed - Opened by gpleiss 4 months ago - 4 comments

#2543 - Include jaxtyping to allow for Tensor/LinearOperator typehints with sizes.

Pull Request - State: closed - Opened by gpleiss 4 months ago - 1 comment

#2542 - `main` and `develop` branches

Pull Request - State: closed - Opened by gpleiss 5 months ago

#2534 - [Feature Request] Gaussian Process Ordinal Regression (GPOR)

Issue - State: open - Opened by j-adamczyk 5 months ago
Labels: enhancement

#2530 - [Bug] `IndexKernel` with empty input

Issue - State: open - Opened by AdrianSosic 5 months ago
Labels: bug

#2529 - [Feature Request] Batched GridInterpolationKernel

Issue - State: open - Opened by Ilykuleshov 5 months ago
Labels: enhancement

#2526 - [Bug] Error in tutorials and derivative GPs

Issue - State: closed - Opened by Codesflow-Simon 6 months ago - 1 comment
Labels: bug

#2522 - Added optional `kwargs` to `ExactMarginalLogLikelihood` call

Pull Request - State: closed - Opened by rafaol 6 months ago

#2521 - [Bug] Erroneous detaching with (custom?) mean

Issue - State: open - Opened by villetan 6 months ago
Labels: bug

#2520 - [Docs] qKnowledgeGradient cpu usage

Issue - State: closed - Opened by ruhanaazam 6 months ago - 1 comment
Labels: documentation

#2518 - [Bug] CUDA out of memory, strange numbers

Issue - State: open - Opened by sanaamouzahir 7 months ago - 1 comment
Labels: bug

#2516 - [Feature Request] Allow `kwargs` to be passed to `ExactMarginalLogLikelihood.forward()`

Issue - State: open - Opened by rafaol 7 months ago - 1 comment
Labels: enhancement

#2514 - [Docs] Unexpected behavior setting kernel priors

Issue - State: open - Opened by ruhanaazam 7 months ago - 1 comment
Labels: documentation

#2513 - DOC: fix broken URL in periodic_kernel.py

Pull Request - State: closed - Opened by partev 7 months ago

#2512 - Matern52 grad

Pull Request - State: closed - Opened by m-julian 7 months ago

#2511 - `ConstantKernel`

Pull Request - State: closed - Opened by SebastianAment 7 months ago

#2509 - Label flattening fails with custom mean function from another GP

Issue - State: closed - Opened by neildhir 7 months ago - 1 comment
Labels: bug

#2507 - [Feature Request] Is it possible to work with Changepoint kernels?

Issue - State: open - Opened by francescosgarlata 7 months ago - 1 comment
Labels: enhancement

#2503 - [Docs] Making sense of batch processing and tasks

Issue - State: open - Opened by EvenStrangest 7 months ago
Labels: documentation

#2498 - Improve sampling from GP predictive posteriors.

Pull Request - State: open - Opened by gpleiss 8 months ago - 2 comments

#2495 - Fix flaky SVGP classification test

Pull Request - State: closed - Opened by gpleiss 8 months ago - 1 comment

#2494 - Bug: Exploit Structure in get_fantasy_strategy

Pull Request - State: closed - Opened by naefjo 8 months ago - 1 comment

#2493 - DOC: Fix typo in docstring.

Pull Request - State: closed - Opened by johanneskopton 8 months ago

#2491 - [Feature Request] Generic typing for scale kernels

Issue - State: open - Opened by TobyBoyne 8 months ago
Labels: enhancement

#2490 - [Docs] Missing docs for HammingIMQKernel

Issue - State: open - Opened by julioasotodv 8 months ago
Labels: documentation

#2488 - Update multivariate_normal.py to use loc instead of mean

Pull Request - State: open - Opened by chrisyeh96 8 months ago - 1 comment

#2487 - Update distributions.rst

Pull Request - State: closed - Opened by chrisyeh96 8 months ago

#2486 - DOC: fix typos in likelihood.py

Pull Request - State: open - Opened by chrisyeh96 8 months ago

#2484 - [Bug] Extreme loss oscillation during training

Issue - State: open - Opened by sanaamouzahir 9 months ago
Labels: bug

#2483 - [Bug] Extreme oscillation in loss

Issue - State: closed - Opened by sanaamouzahir 9 months ago
Labels: bug

#2482 - Allow pickle of IndexKernels

Pull Request - State: open - Opened by TobyBoyne 9 months ago

#2481 - Implement Hadamard Gaussian noise

Pull Request - State: open - Opened by TobyBoyne 9 months ago - 1 comment

#2480 - [Bug] Bug in GP Regression with KeOps Kernels

Issue - State: open - Opened by mrozkamil 9 months ago - 1 comment
Labels: bug

#2476 - [Bug] Standardization of the output and inverse transform of standard deviation

Issue - State: closed - Opened by BidhanChandra 9 months ago - 3 comments
Labels: bug

#2472 - [Bug] Problems in the normalization and standardization of data

Issue - State: open - Opened by JoseAero 9 months ago - 1 comment
Labels: bug

#2468 - [Bug] Fantasy Model Speeds up after 2048 datapoints

Issue - State: closed - Opened by naefjo 10 months ago - 1 comment
Labels: bug

#2467 - [Docs] Links to "Documentation" and to "Example" on the front page are the same link

Issue - State: closed - Opened by partev 10 months ago - 1 comment
Labels: documentation

#2464 - fix a typo

Pull Request - State: closed - Opened by partev 10 months ago

#2463 - DOC: fix formatting issue in RFFKernel documentation

Pull Request - State: closed - Opened by partev 10 months ago

#2462 - DOC: fix broken formatting in leave_one_out_pseudo_likelihood.py

Pull Request - State: closed - Opened by partev 11 months ago - 1 comment

#2461 - fix a typo: cannonical -> canonical

Pull Request - State: closed - Opened by partev 11 months ago

#2459 - [Docs] Describe in documentation of Variational ELBO normalized by num_data

Issue - State: open - Opened by tgcsaba 11 months ago
Labels: documentation

#2458 - Non stationary GP Gpytorch support

Issue - State: open - Opened by sanaamouzahir 11 months ago - 1 comment
Labels: bug

#2457 - `python` should also be a runtime dependency

Pull Request - State: closed - Opened by jaimergp 11 months ago

#2456 - Error in Gaussian Process with many data points [Bug]

Issue - State: closed - Opened by Luisa47o 11 months ago - 2 comments
Labels: bug

#2455 - [Bug] conda install doesn't recognize gptorch package

Issue - State: closed - Opened by Balandat 11 months ago - 2 comments
Labels: bug

#2453 - [Bug] Potential Bug in GP Regression with KeOps Kernels

Issue - State: open - Opened by kayween 11 months ago
Labels: bug

#2452 - Fixed `mean_cache` data extraction for dKG

Pull Request - State: open - Opened by yyexela 11 months ago - 3 comments

#2450 - [Bug] unexpected input size in forward pass of Approximate GP model

Issue - State: closed - Opened by heikestein 12 months ago - 1 comment
Labels: bug

#2449 - Update index.rst

Pull Request - State: closed - Opened by mkomod 12 months ago - 1 comment

#2445 - Missing word in Approximate GP documentation

Issue - State: open - Opened by nilsleh 12 months ago
Labels: documentation

#2444 - abs path -> rel path

Pull Request - State: closed - Opened by xichennn 12 months ago

#2443 - ValueError while converting gpytorch model to ONNX

Issue - State: open - Opened by supersjgk 12 months ago - 2 comments
Labels: bug