Ecosyste.ms: Issues

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GitHub / cornellius-gp/gpytorch issues and pull requests

#2441 - What is intention/pattern for multi-typed $X$ inputs for kernels and everything else?

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

#2436 - Start adding typing annotations to ExactGP

Pull Request - State: open - Opened by chrisyeh96 about 1 year ago

#2432 - y prediction value

Issue - State: open - Opened by CCJJLL630 about 1 year ago

#2431 - Update README.md

Pull Request - State: closed - Opened by vatsalya-vyas about 1 year ago

#2428 - Add quadratic-type means & implement linear operations for means

Pull Request - State: open - Opened by pjpollot about 1 year ago

#2424 - Hadamard multi-task GP using DGP, Is it possible?

Issue - State: open - Opened by sheikhahnaf about 1 year ago
Labels: enhancement

#2423 - Skip the warning in `gpytorch.lazy.__getattr__` if name starts with `_`

Pull Request - State: closed - Opened by saitcakmak about 1 year ago - 5 comments

#2422 - [Bug] Memory leak when using `set_train_data` with autograd enabled

Issue - State: open - Opened by fteufel about 1 year ago
Labels: bug

#2418 - [Feature Request] Not Tensor type object as train_inputs for ExactGP

Issue - State: open - Opened by skiyohara about 1 year ago
Labels: enhancement

#2416 - How to customise a finer-grained Hadamard GP?

Issue - State: open - Opened by ambigeV about 1 year ago
Labels: enhancement

#2413 - Fix KeOps regressions from #2296.

Pull Request - State: closed - Opened by gpleiss about 1 year ago

#2412 - Fetch task similarity from Index Kernel

Issue - State: closed - Opened by ambigeV about 1 year ago - 4 comments

#2411 - [Bug] The kernel ScaleKernel is not equipped to handle and diag.

Issue - State: closed - Opened by cookbook-ms about 1 year ago - 2 comments
Labels: bug

#2409 - How to define customized kernels to enable GPU computation?

Issue - State: closed - Opened by cookbook-ms about 1 year ago - 1 comment

#2407 - Unable to achieve convergence on both GPU and CPU

Issue - State: open - Opened by Rashfu about 1 year ago - 4 comments

#2404 - Fix latex of gradients in docs

Pull Request - State: closed - Opened by jlperla about 1 year ago - 1 comment

#2399 - Update RTD configuration, and linear_operator requirement.

Pull Request - State: closed - Opened by gpleiss about 1 year ago

#2397 - [Docs][Bug?] How to combine multitask GP regression with uncertain inputs?

Issue - State: closed - Opened by famura about 1 year ago - 3 comments
Labels: documentation

#2396 - [Bug] test_t_matmul_matrix fails

Issue - State: open - Opened by veprbl about 1 year ago
Labels: bug

#2395 - Likelihood bugfix

Pull Request - State: closed - Opened by gpleiss over 1 year ago

#2394 - [Bug] Different test results during training and testing

Issue - State: closed - Opened by pengzhi1998 over 1 year ago - 1 comment
Labels: bug

#2392 - [Docs] SVI Hadamard GP Task Dependent Input

Issue - State: closed - Opened by eirikbaekkelund over 1 year ago - 2 comments
Labels: documentation

#2384 - How to use Batch Independent Multioutput GPs with Inducing Points?

Issue - State: closed - Opened by famura over 1 year ago - 3 comments

#2381 - Multitask Beta Likelihood for SVI on Multi-Output GP

Issue - State: closed - Opened by eirikbaekkelund over 1 year ago - 3 comments
Labels: bug

#2378 - Minor patch to Matern covariances

Pull Request - State: closed - Opened by j-wilson over 1 year ago

#2377 - mini-batch DKL training for multiple-output [Docs]

Issue - State: open - Opened by QueeneTam over 1 year ago - 1 comment
Labels: documentation

#2376 - Fix lazy kernel slicing when there are multiple outputs

Pull Request - State: closed - Opened by douglas-boubert over 1 year ago - 3 comments

#2375 - Fix VNNGP with batches

Pull Request - State: closed - Opened by LuhuanWu over 1 year ago

#2374 - Fix error messages for ApproximateGP.get_fantasy_model

Pull Request - State: closed - Opened by gpleiss over 1 year ago - 1 comment

#2373 - SGPR's speed is abnormally slow when botorch is imported

Issue - State: open - Opened by pipme over 1 year ago - 6 comments
Labels: bug

#2371 - [Bug] AdditiveKernel with LinearKernel cannot work fine on GPU

Issue - State: closed - Opened by Display-ST over 1 year ago - 2 comments
Labels: bug

#2370 - [Bug]

Issue - State: closed - Opened by IlterOnatKorkmaz over 1 year ago - 1 comment
Labels: bug

#2364 - Hi, I have a question about how to set the parameter of the kernel.

Issue - State: closed - Opened by findoctorlin over 1 year ago - 2 comments

#2363 - [Bug] KeOps LazyTensors are no longer compatible with linear-operator

Issue - State: closed - Opened by Felice27 over 1 year ago - 9 comments
Labels: bug, high priority

#2361 - Deprecate checkpointing

Pull Request - State: closed - Opened by gpleiss over 1 year ago

#2360 - Remove num_outputs from IndependentModelList

Pull Request - State: closed - Opened by saitcakmak over 1 year ago - 1 comment

#2359 - Remove Module.__getattr__

Pull Request - State: closed - Opened by saitcakmak over 1 year ago - 2 comments

#2358 - Fix some overly brittle deprecation warning tests

Pull Request - State: open - Opened by Balandat over 1 year ago

#2356 - Scaling to 1M x 1M kernel with GPytorch

Issue - State: closed - Opened by kkang2097 over 1 year ago

#2355 - Bugfix: double added log noise prior

Pull Request - State: closed - Opened by LuisAugenstein over 1 year ago - 2 comments

#2354 - Re-think conditions for switching from Cholesky to CG

Issue - State: open - Opened by gpleiss over 1 year ago - 3 comments

#2352 - [Bug] GPytorch Kernel Partitioning Increasing memory usage

Issue - State: closed - Opened by Felice27 over 1 year ago - 8 comments
Labels: bug

#2350 - Can I use `nn.DataParallel` to use multiple GPUs ?

Issue - State: closed - Opened by Fangwq over 1 year ago - 1 comment

#2348 - Clean up deprecation warnings

Pull Request - State: closed - Opened by saitcakmak over 1 year ago

#2347 - Pyinstaller with gpytorch

Issue - State: closed - Opened by PMoldtmann over 1 year ago - 5 comments
Labels: bug

#2344 - VNNGP with Batches

Issue - State: open - Opened by gpleiss over 1 year ago - 1 comment

#2342 - [RFC, WIP]: Remove evaluate kernel

Pull Request - State: open - Opened by gpleiss over 1 year ago - 2 comments

#2341 - [Feature Request] Multiple batch independent input multitask variational GP

Issue - State: closed - Opened by WWXkenmo over 1 year ago - 1 comment
Labels: enhancement

#2340 - [Bug] log noise prior is added twice in the MLL computation

Issue - State: closed - Opened by LuisAugenstein over 1 year ago - 5 comments
Labels: bug

#2339 - Lock down doc requirements to prevent RTD failures.

Pull Request - State: closed - Opened by gpleiss over 1 year ago

#2337 - [Docs] Fully Bayesian GPs example - crashes with obscure error

Issue - State: closed - Opened by vr308 over 1 year ago - 2 comments
Labels: documentation

#2336 - Use torch.cdist for `dist`

Pull Request - State: closed - Opened by esantorella over 1 year ago - 6 comments

#2334 - [Bug] strange scalability using keops on a simple Exact GP regression

Issue - State: closed - Opened by jcadena001 over 1 year ago - 2 comments
Labels: bug

#2332 - [Bug] Classification prediction varies according to the batch size

Issue - State: closed - Opened by valentinecesbio over 1 year ago - 2 comments
Labels: bug

#2331 - Fix typos in multivariate_normal.py

Pull Request - State: closed - Opened by manuelhaussmann over 1 year ago

#2330 - [Bug] MultitaskKernel has no attribute `base_kernel`

Issue - State: closed - Opened by Kzernobog over 1 year ago - 1 comment
Labels: bug

#2327 - add Hamming IMQ kernel

Pull Request - State: closed - Opened by samuelstanton over 1 year ago - 7 comments

#2326 - Tests for metrics

Issue - State: open - Opened by JonathanWenger over 1 year ago
Labels: help wanted, refactor, unit tests

#2325 - Metrics fixes and cleanup

Pull Request - State: closed - Opened by JonathanWenger over 1 year ago
Labels: enhancement

#2324 - [Question] Why is the torch script tutorial failing with the Multitask GP regression ?

Issue - State: open - Opened by alfjesus3 over 1 year ago - 2 comments
Labels: bug, help wanted, multitask

#2323 - Fix solve_triangular(Tensor, LinearOperator) not supported in VNNGP

Pull Request - State: closed - Opened by Turakar over 1 year ago

#2322 - [Feature Request] Simultaneous validation prediction during exact marginal log likelihood calculation

Issue - State: open - Opened by Turakar over 1 year ago - 2 comments
Labels: enhancement

#2321 - Update linear operator dependency to 0.4.0

Pull Request - State: closed - Opened by gpleiss over 1 year ago

#2320 - UnwhitenedVariationalStrategy not working with DeltaVariationalDistribution

Issue - State: closed - Opened by jeremywhm over 1 year ago - 1 comment

#2317 - Enable fantasy models for multitask GPs Reborn

Pull Request - State: closed - Opened by yyexela over 1 year ago - 2 comments

#2311 - Beginning infrastructure for Vecchia GP's

Pull Request - State: open - Opened by alexpeters1208 over 1 year ago - 11 comments

#2310 - Beginning infrastructure for Vecchia GP's

Pull Request - State: closed - Opened by alexpeters1208 over 1 year ago

#2309 - [Question] Does adding priors do anything if not using Pyro?

Issue - State: closed - Opened by yclicc over 1 year ago - 4 comments

#2308 - [Bug] MultivariateNormal samples using Lanczos decomposition look wrong.

Issue - State: closed - Opened by logan-dunbar over 1 year ago - 2 comments
Labels: bug

#2307 - Add batch_shape property to GP model class

Pull Request - State: open - Opened by Balandat over 1 year ago - 1 comment
Labels: enhancement

#2306 - [Bug] Possible bug: Multitask GP Regression vs Exact GP Regression w/ 1 task

Issue - State: open - Opened by tsengalb99 over 1 year ago - 1 comment
Labels: bug

#2305 - [Docs] GPLVM with SVI for missing data dimensions in output

Issue - State: open - Opened by upasana27 over 1 year ago - 1 comment
Labels: documentation

#2303 - Update SGPR notebook

Pull Request - State: closed - Opened by gpleiss over 1 year ago

#2302 - Tutorial code for SGPR: training too long -> high training error

Issue - State: closed - Opened by mkc1000 over 1 year ago - 6 comments

#2301 - [Feature Request] Add batch_shape property to GP models

Issue - State: open - Opened by Balandat over 1 year ago - 2 comments
Labels: enhancement

#2296 - keops periodic and keops kernels unit tests

Pull Request - State: closed - Opened by m-julian over 1 year ago - 9 comments

#2294 - Unify `MultitaskGaussianLikelihood` and `_MultitaskGaussianLikelihoodBase`

Issue - State: closed - Opened by Turakar over 1 year ago - 4 comments

#2293 - Improve development/contributing documentation

Pull Request - State: closed - Opened by gpleiss over 1 year ago - 1 comment

#2292 - Likelihood docs update

Pull Request - State: closed - Opened by gpleiss over 1 year ago

#2290 - Implementation of Bayesian Information Criterion (BIC) [Question]

Issue - State: closed - Opened by f-fuchs over 1 year ago - 1 comment

#2288 - Better support for missing labels

Pull Request - State: closed - Opened by Turakar over 1 year ago - 13 comments

#2286 - [Bug] ExactGP training on GPU fails when dataset is too large

Issue - State: closed - Opened by V-Xing over 1 year ago - 5 comments
Labels: bug

#2285 - Fix BernoulliLikelihood documentation

Pull Request - State: closed - Opened by gpleiss over 1 year ago

#2283 - [Question] Scalability of multitask GP with >1000 tasks

Issue - State: open - Opened by Nacho888 over 1 year ago - 11 comments
Labels: multitask